LiukG commited on
Commit
a0f9a70
1 Parent(s): 6823519

End of training

Browse files
README.md ADDED
@@ -0,0 +1,72 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-nc-sa-4.0
3
+ base_model: InstaDeepAI/nucleotide-transformer-2.5b-1000g
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - f1
8
+ - accuracy
9
+ model-index:
10
+ - name: nucleotide-transformer-finetuned-lora-NucleotideTransformer
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # nucleotide-transformer-finetuned-lora-NucleotideTransformer
18
+
19
+ This model is a fine-tuned version of [InstaDeepAI/nucleotide-transformer-2.5b-1000g](https://huggingface.co/InstaDeepAI/nucleotide-transformer-2.5b-1000g) on the None dataset.
20
+ It achieves the following results on the evaluation set:
21
+ - Loss: 0.6900
22
+ - F1: 0.8402
23
+ - Mcc Score: 0.5492
24
+ - Accuracy: 0.7891
25
+
26
+ ## Model description
27
+
28
+ More information needed
29
+
30
+ ## Intended uses & limitations
31
+
32
+ More information needed
33
+
34
+ ## Training and evaluation data
35
+
36
+ More information needed
37
+
38
+ ## Training procedure
39
+
40
+ ### Training hyperparameters
41
+
42
+ The following hyperparameters were used during training:
43
+ - learning_rate: 0.0005
44
+ - train_batch_size: 3
45
+ - eval_batch_size: 64
46
+ - seed: 42
47
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
48
+ - lr_scheduler_type: linear
49
+ - training_steps: 1000
50
+
51
+ ### Training results
52
+
53
+ | Training Loss | Epoch | Step | Validation Loss | F1 | Mcc Score | Accuracy |
54
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:---------:|:--------:|
55
+ | 1.3108 | 0.05 | 100 | 0.8230 | 0.6491 | 0.3170 | 0.6367 |
56
+ | 0.9207 | 0.11 | 200 | 0.6670 | 0.6016 | 0.2636 | 0.6016 |
57
+ | 0.6734 | 0.16 | 300 | 0.5539 | 0.8190 | 0.4873 | 0.7617 |
58
+ | 0.7133 | 0.21 | 400 | 0.5834 | 0.8148 | 0.4994 | 0.7656 |
59
+ | 0.6225 | 0.26 | 500 | 0.8411 | 0.8343 | 0.5144 | 0.7656 |
60
+ | 0.8485 | 0.32 | 600 | 0.6813 | 0.7336 | 0.3999 | 0.6992 |
61
+ | 0.7567 | 0.37 | 700 | 0.6454 | 0.8504 | 0.5770 | 0.8008 |
62
+ | 0.5729 | 0.42 | 800 | 0.8756 | 0.7910 | 0.4676 | 0.7461 |
63
+ | 0.7708 | 0.47 | 900 | 0.6872 | 0.8303 | 0.5314 | 0.7812 |
64
+ | 0.6194 | 0.53 | 1000 | 0.6900 | 0.8402 | 0.5492 | 0.7891 |
65
+
66
+
67
+ ### Framework versions
68
+
69
+ - Transformers 4.38.1
70
+ - Pytorch 2.1.0+cu121
71
+ - Datasets 2.18.0
72
+ - Tokenizers 0.15.2
config.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "InstaDeepAI/nucleotide-transformer-2.5b-1000g",
3
+ "architectures": [
4
+ "EsmForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "emb_layer_norm_before": false,
8
+ "esmfold_config": null,
9
+ "hidden_dropout_prob": 0.0,
10
+ "hidden_size": 2560,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 10240,
13
+ "is_folding_model": false,
14
+ "layer_norm_eps": 1e-12,
15
+ "mask_token_id": 2,
16
+ "max_position_embeddings": 1002,
17
+ "model_type": "esm",
18
+ "num_attention_heads": 20,
19
+ "num_hidden_layers": 32,
20
+ "pad_token_id": 1,
21
+ "position_embedding_type": "absolute",
22
+ "problem_type": "single_label_classification",
23
+ "tie_word_embeddings": false,
24
+ "token_dropout": true,
25
+ "torch_dtype": "float32",
26
+ "transformers_version": "4.38.1",
27
+ "use_cache": false,
28
+ "vocab_list": null,
29
+ "vocab_size": 4105
30
+ }
model-00001-of-00003.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:939cee7346d69631aeacf5207a598243a9f7e5fa18f24c8ff267110f565368b2
3
+ size 4983396992
model-00002-of-00003.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d8f45b9e4ac08950b1abccec6b6f98d6b25639cf6c05ca403976061a16cfde7
3
+ size 4931091240
model-00003-of-00003.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad0baf5a2fa3e87e74efc44c64d11f038bcb5632c42b7279291b46d7e5520ada
3
+ size 262302204
model.safetensors.index.json ADDED
@@ -0,0 +1,661 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "metadata": {
3
+ "total_size": 10176709140
4
+ },
5
+ "weight_map": {
6
+ "classifier.modules_to_save.default.dense.bias": "model-00003-of-00003.safetensors",
7
+ "classifier.modules_to_save.default.dense.weight": "model-00003-of-00003.safetensors",
8
+ "classifier.modules_to_save.default.out_proj.bias": "model-00003-of-00003.safetensors",
9
+ "classifier.modules_to_save.default.out_proj.weight": "model-00003-of-00003.safetensors",
10
+ "classifier.original_module.dense.bias": "model-00003-of-00003.safetensors",
11
+ "classifier.original_module.dense.weight": "model-00003-of-00003.safetensors",
12
+ "classifier.original_module.out_proj.bias": "model-00003-of-00003.safetensors",
13
+ "classifier.original_module.out_proj.weight": "model-00003-of-00003.safetensors",
14
+ "esm.contact_head.regression.bias": "model-00003-of-00003.safetensors",
15
+ "esm.contact_head.regression.weight": "model-00003-of-00003.safetensors",
16
+ "esm.embeddings.position_embeddings.weight": "model-00001-of-00003.safetensors",
17
+ "esm.embeddings.word_embeddings.weight": "model-00001-of-00003.safetensors",
18
+ "esm.encoder.emb_layer_norm_after.bias": "model-00003-of-00003.safetensors",
19
+ "esm.encoder.emb_layer_norm_after.weight": "model-00003-of-00003.safetensors",
20
+ "esm.encoder.layer.0.LayerNorm.bias": "model-00001-of-00003.safetensors",
21
+ "esm.encoder.layer.0.LayerNorm.weight": "model-00001-of-00003.safetensors",
22
+ "esm.encoder.layer.0.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
23
+ "esm.encoder.layer.0.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
24
+ "esm.encoder.layer.0.attention.output.dense.bias": "model-00001-of-00003.safetensors",
25
+ "esm.encoder.layer.0.attention.output.dense.weight": "model-00001-of-00003.safetensors",
26
+ "esm.encoder.layer.0.attention.self.key.bias": "model-00001-of-00003.safetensors",
27
+ "esm.encoder.layer.0.attention.self.key.weight": "model-00001-of-00003.safetensors",
28
+ "esm.encoder.layer.0.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
29
+ "esm.encoder.layer.0.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
30
+ "esm.encoder.layer.0.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
31
+ "esm.encoder.layer.0.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
32
+ "esm.encoder.layer.0.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
33
+ "esm.encoder.layer.0.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
34
+ "esm.encoder.layer.0.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
35
+ "esm.encoder.layer.0.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
36
+ "esm.encoder.layer.0.intermediate.dense.bias": "model-00001-of-00003.safetensors",
37
+ "esm.encoder.layer.0.intermediate.dense.weight": "model-00001-of-00003.safetensors",
38
+ "esm.encoder.layer.0.output.dense.bias": "model-00001-of-00003.safetensors",
39
+ "esm.encoder.layer.0.output.dense.weight": "model-00001-of-00003.safetensors",
40
+ "esm.encoder.layer.1.LayerNorm.bias": "model-00001-of-00003.safetensors",
41
+ "esm.encoder.layer.1.LayerNorm.weight": "model-00001-of-00003.safetensors",
42
+ "esm.encoder.layer.1.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
43
+ "esm.encoder.layer.1.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
44
+ "esm.encoder.layer.1.attention.output.dense.bias": "model-00001-of-00003.safetensors",
45
+ "esm.encoder.layer.1.attention.output.dense.weight": "model-00001-of-00003.safetensors",
46
+ "esm.encoder.layer.1.attention.self.key.bias": "model-00001-of-00003.safetensors",
47
+ "esm.encoder.layer.1.attention.self.key.weight": "model-00001-of-00003.safetensors",
48
+ "esm.encoder.layer.1.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
49
+ "esm.encoder.layer.1.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
50
+ "esm.encoder.layer.1.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
51
+ "esm.encoder.layer.1.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
52
+ "esm.encoder.layer.1.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
53
+ "esm.encoder.layer.1.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
54
+ "esm.encoder.layer.1.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
55
+ "esm.encoder.layer.1.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
56
+ "esm.encoder.layer.1.intermediate.dense.bias": "model-00001-of-00003.safetensors",
57
+ "esm.encoder.layer.1.intermediate.dense.weight": "model-00001-of-00003.safetensors",
58
+ "esm.encoder.layer.1.output.dense.bias": "model-00001-of-00003.safetensors",
59
+ "esm.encoder.layer.1.output.dense.weight": "model-00001-of-00003.safetensors",
60
+ "esm.encoder.layer.10.LayerNorm.bias": "model-00001-of-00003.safetensors",
61
+ "esm.encoder.layer.10.LayerNorm.weight": "model-00001-of-00003.safetensors",
62
+ "esm.encoder.layer.10.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
63
+ "esm.encoder.layer.10.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
64
+ "esm.encoder.layer.10.attention.output.dense.bias": "model-00001-of-00003.safetensors",
65
+ "esm.encoder.layer.10.attention.output.dense.weight": "model-00001-of-00003.safetensors",
66
+ "esm.encoder.layer.10.attention.self.key.bias": "model-00001-of-00003.safetensors",
67
+ "esm.encoder.layer.10.attention.self.key.weight": "model-00001-of-00003.safetensors",
68
+ "esm.encoder.layer.10.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
69
+ "esm.encoder.layer.10.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
70
+ "esm.encoder.layer.10.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
71
+ "esm.encoder.layer.10.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
72
+ "esm.encoder.layer.10.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
73
+ "esm.encoder.layer.10.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
74
+ "esm.encoder.layer.10.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
75
+ "esm.encoder.layer.10.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
76
+ "esm.encoder.layer.10.intermediate.dense.bias": "model-00001-of-00003.safetensors",
77
+ "esm.encoder.layer.10.intermediate.dense.weight": "model-00001-of-00003.safetensors",
78
+ "esm.encoder.layer.10.output.dense.bias": "model-00001-of-00003.safetensors",
79
+ "esm.encoder.layer.10.output.dense.weight": "model-00001-of-00003.safetensors",
80
+ "esm.encoder.layer.11.LayerNorm.bias": "model-00001-of-00003.safetensors",
81
+ "esm.encoder.layer.11.LayerNorm.weight": "model-00001-of-00003.safetensors",
82
+ "esm.encoder.layer.11.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
83
+ "esm.encoder.layer.11.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
84
+ "esm.encoder.layer.11.attention.output.dense.bias": "model-00001-of-00003.safetensors",
85
+ "esm.encoder.layer.11.attention.output.dense.weight": "model-00001-of-00003.safetensors",
86
+ "esm.encoder.layer.11.attention.self.key.bias": "model-00001-of-00003.safetensors",
87
+ "esm.encoder.layer.11.attention.self.key.weight": "model-00001-of-00003.safetensors",
88
+ "esm.encoder.layer.11.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
89
+ "esm.encoder.layer.11.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
90
+ "esm.encoder.layer.11.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
91
+ "esm.encoder.layer.11.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
92
+ "esm.encoder.layer.11.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
93
+ "esm.encoder.layer.11.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
94
+ "esm.encoder.layer.11.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
95
+ "esm.encoder.layer.11.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
96
+ "esm.encoder.layer.11.intermediate.dense.bias": "model-00001-of-00003.safetensors",
97
+ "esm.encoder.layer.11.intermediate.dense.weight": "model-00001-of-00003.safetensors",
98
+ "esm.encoder.layer.11.output.dense.bias": "model-00001-of-00003.safetensors",
99
+ "esm.encoder.layer.11.output.dense.weight": "model-00001-of-00003.safetensors",
100
+ "esm.encoder.layer.12.LayerNorm.bias": "model-00001-of-00003.safetensors",
101
+ "esm.encoder.layer.12.LayerNorm.weight": "model-00001-of-00003.safetensors",
102
+ "esm.encoder.layer.12.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
103
+ "esm.encoder.layer.12.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
104
+ "esm.encoder.layer.12.attention.output.dense.bias": "model-00001-of-00003.safetensors",
105
+ "esm.encoder.layer.12.attention.output.dense.weight": "model-00001-of-00003.safetensors",
106
+ "esm.encoder.layer.12.attention.self.key.bias": "model-00001-of-00003.safetensors",
107
+ "esm.encoder.layer.12.attention.self.key.weight": "model-00001-of-00003.safetensors",
108
+ "esm.encoder.layer.12.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
109
+ "esm.encoder.layer.12.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
110
+ "esm.encoder.layer.12.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
111
+ "esm.encoder.layer.12.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
112
+ "esm.encoder.layer.12.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
113
+ "esm.encoder.layer.12.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
114
+ "esm.encoder.layer.12.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
115
+ "esm.encoder.layer.12.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
116
+ "esm.encoder.layer.12.intermediate.dense.bias": "model-00001-of-00003.safetensors",
117
+ "esm.encoder.layer.12.intermediate.dense.weight": "model-00001-of-00003.safetensors",
118
+ "esm.encoder.layer.12.output.dense.bias": "model-00001-of-00003.safetensors",
119
+ "esm.encoder.layer.12.output.dense.weight": "model-00001-of-00003.safetensors",
120
+ "esm.encoder.layer.13.LayerNorm.bias": "model-00001-of-00003.safetensors",
121
+ "esm.encoder.layer.13.LayerNorm.weight": "model-00001-of-00003.safetensors",
122
+ "esm.encoder.layer.13.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
123
+ "esm.encoder.layer.13.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
124
+ "esm.encoder.layer.13.attention.output.dense.bias": "model-00001-of-00003.safetensors",
125
+ "esm.encoder.layer.13.attention.output.dense.weight": "model-00001-of-00003.safetensors",
126
+ "esm.encoder.layer.13.attention.self.key.bias": "model-00001-of-00003.safetensors",
127
+ "esm.encoder.layer.13.attention.self.key.weight": "model-00001-of-00003.safetensors",
128
+ "esm.encoder.layer.13.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
129
+ "esm.encoder.layer.13.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
130
+ "esm.encoder.layer.13.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
131
+ "esm.encoder.layer.13.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
132
+ "esm.encoder.layer.13.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
133
+ "esm.encoder.layer.13.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
134
+ "esm.encoder.layer.13.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
135
+ "esm.encoder.layer.13.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
136
+ "esm.encoder.layer.13.intermediate.dense.bias": "model-00001-of-00003.safetensors",
137
+ "esm.encoder.layer.13.intermediate.dense.weight": "model-00001-of-00003.safetensors",
138
+ "esm.encoder.layer.13.output.dense.bias": "model-00001-of-00003.safetensors",
139
+ "esm.encoder.layer.13.output.dense.weight": "model-00001-of-00003.safetensors",
140
+ "esm.encoder.layer.14.LayerNorm.bias": "model-00001-of-00003.safetensors",
141
+ "esm.encoder.layer.14.LayerNorm.weight": "model-00001-of-00003.safetensors",
142
+ "esm.encoder.layer.14.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
143
+ "esm.encoder.layer.14.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
144
+ "esm.encoder.layer.14.attention.output.dense.bias": "model-00001-of-00003.safetensors",
145
+ "esm.encoder.layer.14.attention.output.dense.weight": "model-00001-of-00003.safetensors",
146
+ "esm.encoder.layer.14.attention.self.key.bias": "model-00001-of-00003.safetensors",
147
+ "esm.encoder.layer.14.attention.self.key.weight": "model-00001-of-00003.safetensors",
148
+ "esm.encoder.layer.14.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
149
+ "esm.encoder.layer.14.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
150
+ "esm.encoder.layer.14.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
151
+ "esm.encoder.layer.14.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
152
+ "esm.encoder.layer.14.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
153
+ "esm.encoder.layer.14.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
154
+ "esm.encoder.layer.14.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
155
+ "esm.encoder.layer.14.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
156
+ "esm.encoder.layer.14.intermediate.dense.bias": "model-00001-of-00003.safetensors",
157
+ "esm.encoder.layer.14.intermediate.dense.weight": "model-00001-of-00003.safetensors",
158
+ "esm.encoder.layer.14.output.dense.bias": "model-00001-of-00003.safetensors",
159
+ "esm.encoder.layer.14.output.dense.weight": "model-00001-of-00003.safetensors",
160
+ "esm.encoder.layer.15.LayerNorm.bias": "model-00002-of-00003.safetensors",
161
+ "esm.encoder.layer.15.LayerNorm.weight": "model-00002-of-00003.safetensors",
162
+ "esm.encoder.layer.15.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
163
+ "esm.encoder.layer.15.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
164
+ "esm.encoder.layer.15.attention.output.dense.bias": "model-00001-of-00003.safetensors",
165
+ "esm.encoder.layer.15.attention.output.dense.weight": "model-00001-of-00003.safetensors",
166
+ "esm.encoder.layer.15.attention.self.key.bias": "model-00001-of-00003.safetensors",
167
+ "esm.encoder.layer.15.attention.self.key.weight": "model-00001-of-00003.safetensors",
168
+ "esm.encoder.layer.15.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
169
+ "esm.encoder.layer.15.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
170
+ "esm.encoder.layer.15.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
171
+ "esm.encoder.layer.15.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
172
+ "esm.encoder.layer.15.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
173
+ "esm.encoder.layer.15.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
174
+ "esm.encoder.layer.15.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
175
+ "esm.encoder.layer.15.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
176
+ "esm.encoder.layer.15.intermediate.dense.bias": "model-00001-of-00003.safetensors",
177
+ "esm.encoder.layer.15.intermediate.dense.weight": "model-00001-of-00003.safetensors",
178
+ "esm.encoder.layer.15.output.dense.bias": "model-00002-of-00003.safetensors",
179
+ "esm.encoder.layer.15.output.dense.weight": "model-00002-of-00003.safetensors",
180
+ "esm.encoder.layer.16.LayerNorm.bias": "model-00002-of-00003.safetensors",
181
+ "esm.encoder.layer.16.LayerNorm.weight": "model-00002-of-00003.safetensors",
182
+ "esm.encoder.layer.16.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
183
+ "esm.encoder.layer.16.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
184
+ "esm.encoder.layer.16.attention.output.dense.bias": "model-00002-of-00003.safetensors",
185
+ "esm.encoder.layer.16.attention.output.dense.weight": "model-00002-of-00003.safetensors",
186
+ "esm.encoder.layer.16.attention.self.key.bias": "model-00002-of-00003.safetensors",
187
+ "esm.encoder.layer.16.attention.self.key.weight": "model-00002-of-00003.safetensors",
188
+ "esm.encoder.layer.16.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
189
+ "esm.encoder.layer.16.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
190
+ "esm.encoder.layer.16.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
191
+ "esm.encoder.layer.16.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
192
+ "esm.encoder.layer.16.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
193
+ "esm.encoder.layer.16.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
194
+ "esm.encoder.layer.16.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
195
+ "esm.encoder.layer.16.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
196
+ "esm.encoder.layer.16.intermediate.dense.bias": "model-00002-of-00003.safetensors",
197
+ "esm.encoder.layer.16.intermediate.dense.weight": "model-00002-of-00003.safetensors",
198
+ "esm.encoder.layer.16.output.dense.bias": "model-00002-of-00003.safetensors",
199
+ "esm.encoder.layer.16.output.dense.weight": "model-00002-of-00003.safetensors",
200
+ "esm.encoder.layer.17.LayerNorm.bias": "model-00002-of-00003.safetensors",
201
+ "esm.encoder.layer.17.LayerNorm.weight": "model-00002-of-00003.safetensors",
202
+ "esm.encoder.layer.17.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
203
+ "esm.encoder.layer.17.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
204
+ "esm.encoder.layer.17.attention.output.dense.bias": "model-00002-of-00003.safetensors",
205
+ "esm.encoder.layer.17.attention.output.dense.weight": "model-00002-of-00003.safetensors",
206
+ "esm.encoder.layer.17.attention.self.key.bias": "model-00002-of-00003.safetensors",
207
+ "esm.encoder.layer.17.attention.self.key.weight": "model-00002-of-00003.safetensors",
208
+ "esm.encoder.layer.17.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
209
+ "esm.encoder.layer.17.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
210
+ "esm.encoder.layer.17.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
211
+ "esm.encoder.layer.17.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
212
+ "esm.encoder.layer.17.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
213
+ "esm.encoder.layer.17.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
214
+ "esm.encoder.layer.17.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
215
+ "esm.encoder.layer.17.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
216
+ "esm.encoder.layer.17.intermediate.dense.bias": "model-00002-of-00003.safetensors",
217
+ "esm.encoder.layer.17.intermediate.dense.weight": "model-00002-of-00003.safetensors",
218
+ "esm.encoder.layer.17.output.dense.bias": "model-00002-of-00003.safetensors",
219
+ "esm.encoder.layer.17.output.dense.weight": "model-00002-of-00003.safetensors",
220
+ "esm.encoder.layer.18.LayerNorm.bias": "model-00002-of-00003.safetensors",
221
+ "esm.encoder.layer.18.LayerNorm.weight": "model-00002-of-00003.safetensors",
222
+ "esm.encoder.layer.18.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
223
+ "esm.encoder.layer.18.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
224
+ "esm.encoder.layer.18.attention.output.dense.bias": "model-00002-of-00003.safetensors",
225
+ "esm.encoder.layer.18.attention.output.dense.weight": "model-00002-of-00003.safetensors",
226
+ "esm.encoder.layer.18.attention.self.key.bias": "model-00002-of-00003.safetensors",
227
+ "esm.encoder.layer.18.attention.self.key.weight": "model-00002-of-00003.safetensors",
228
+ "esm.encoder.layer.18.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
229
+ "esm.encoder.layer.18.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
230
+ "esm.encoder.layer.18.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
231
+ "esm.encoder.layer.18.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
232
+ "esm.encoder.layer.18.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
233
+ "esm.encoder.layer.18.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
234
+ "esm.encoder.layer.18.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
235
+ "esm.encoder.layer.18.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
236
+ "esm.encoder.layer.18.intermediate.dense.bias": "model-00002-of-00003.safetensors",
237
+ "esm.encoder.layer.18.intermediate.dense.weight": "model-00002-of-00003.safetensors",
238
+ "esm.encoder.layer.18.output.dense.bias": "model-00002-of-00003.safetensors",
239
+ "esm.encoder.layer.18.output.dense.weight": "model-00002-of-00003.safetensors",
240
+ "esm.encoder.layer.19.LayerNorm.bias": "model-00002-of-00003.safetensors",
241
+ "esm.encoder.layer.19.LayerNorm.weight": "model-00002-of-00003.safetensors",
242
+ "esm.encoder.layer.19.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
243
+ "esm.encoder.layer.19.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
244
+ "esm.encoder.layer.19.attention.output.dense.bias": "model-00002-of-00003.safetensors",
245
+ "esm.encoder.layer.19.attention.output.dense.weight": "model-00002-of-00003.safetensors",
246
+ "esm.encoder.layer.19.attention.self.key.bias": "model-00002-of-00003.safetensors",
247
+ "esm.encoder.layer.19.attention.self.key.weight": "model-00002-of-00003.safetensors",
248
+ "esm.encoder.layer.19.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
249
+ "esm.encoder.layer.19.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
250
+ "esm.encoder.layer.19.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
251
+ "esm.encoder.layer.19.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
252
+ "esm.encoder.layer.19.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
253
+ "esm.encoder.layer.19.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
254
+ "esm.encoder.layer.19.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
255
+ "esm.encoder.layer.19.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
256
+ "esm.encoder.layer.19.intermediate.dense.bias": "model-00002-of-00003.safetensors",
257
+ "esm.encoder.layer.19.intermediate.dense.weight": "model-00002-of-00003.safetensors",
258
+ "esm.encoder.layer.19.output.dense.bias": "model-00002-of-00003.safetensors",
259
+ "esm.encoder.layer.19.output.dense.weight": "model-00002-of-00003.safetensors",
260
+ "esm.encoder.layer.2.LayerNorm.bias": "model-00001-of-00003.safetensors",
261
+ "esm.encoder.layer.2.LayerNorm.weight": "model-00001-of-00003.safetensors",
262
+ "esm.encoder.layer.2.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
263
+ "esm.encoder.layer.2.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
264
+ "esm.encoder.layer.2.attention.output.dense.bias": "model-00001-of-00003.safetensors",
265
+ "esm.encoder.layer.2.attention.output.dense.weight": "model-00001-of-00003.safetensors",
266
+ "esm.encoder.layer.2.attention.self.key.bias": "model-00001-of-00003.safetensors",
267
+ "esm.encoder.layer.2.attention.self.key.weight": "model-00001-of-00003.safetensors",
268
+ "esm.encoder.layer.2.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
269
+ "esm.encoder.layer.2.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
270
+ "esm.encoder.layer.2.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
271
+ "esm.encoder.layer.2.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
272
+ "esm.encoder.layer.2.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
273
+ "esm.encoder.layer.2.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
274
+ "esm.encoder.layer.2.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
275
+ "esm.encoder.layer.2.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
276
+ "esm.encoder.layer.2.intermediate.dense.bias": "model-00001-of-00003.safetensors",
277
+ "esm.encoder.layer.2.intermediate.dense.weight": "model-00001-of-00003.safetensors",
278
+ "esm.encoder.layer.2.output.dense.bias": "model-00001-of-00003.safetensors",
279
+ "esm.encoder.layer.2.output.dense.weight": "model-00001-of-00003.safetensors",
280
+ "esm.encoder.layer.20.LayerNorm.bias": "model-00002-of-00003.safetensors",
281
+ "esm.encoder.layer.20.LayerNorm.weight": "model-00002-of-00003.safetensors",
282
+ "esm.encoder.layer.20.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
283
+ "esm.encoder.layer.20.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
284
+ "esm.encoder.layer.20.attention.output.dense.bias": "model-00002-of-00003.safetensors",
285
+ "esm.encoder.layer.20.attention.output.dense.weight": "model-00002-of-00003.safetensors",
286
+ "esm.encoder.layer.20.attention.self.key.bias": "model-00002-of-00003.safetensors",
287
+ "esm.encoder.layer.20.attention.self.key.weight": "model-00002-of-00003.safetensors",
288
+ "esm.encoder.layer.20.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
289
+ "esm.encoder.layer.20.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
290
+ "esm.encoder.layer.20.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
291
+ "esm.encoder.layer.20.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
292
+ "esm.encoder.layer.20.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
293
+ "esm.encoder.layer.20.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
294
+ "esm.encoder.layer.20.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
295
+ "esm.encoder.layer.20.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
296
+ "esm.encoder.layer.20.intermediate.dense.bias": "model-00002-of-00003.safetensors",
297
+ "esm.encoder.layer.20.intermediate.dense.weight": "model-00002-of-00003.safetensors",
298
+ "esm.encoder.layer.20.output.dense.bias": "model-00002-of-00003.safetensors",
299
+ "esm.encoder.layer.20.output.dense.weight": "model-00002-of-00003.safetensors",
300
+ "esm.encoder.layer.21.LayerNorm.bias": "model-00002-of-00003.safetensors",
301
+ "esm.encoder.layer.21.LayerNorm.weight": "model-00002-of-00003.safetensors",
302
+ "esm.encoder.layer.21.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
303
+ "esm.encoder.layer.21.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
304
+ "esm.encoder.layer.21.attention.output.dense.bias": "model-00002-of-00003.safetensors",
305
+ "esm.encoder.layer.21.attention.output.dense.weight": "model-00002-of-00003.safetensors",
306
+ "esm.encoder.layer.21.attention.self.key.bias": "model-00002-of-00003.safetensors",
307
+ "esm.encoder.layer.21.attention.self.key.weight": "model-00002-of-00003.safetensors",
308
+ "esm.encoder.layer.21.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
309
+ "esm.encoder.layer.21.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
310
+ "esm.encoder.layer.21.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
311
+ "esm.encoder.layer.21.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
312
+ "esm.encoder.layer.21.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
313
+ "esm.encoder.layer.21.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
314
+ "esm.encoder.layer.21.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
315
+ "esm.encoder.layer.21.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
316
+ "esm.encoder.layer.21.intermediate.dense.bias": "model-00002-of-00003.safetensors",
317
+ "esm.encoder.layer.21.intermediate.dense.weight": "model-00002-of-00003.safetensors",
318
+ "esm.encoder.layer.21.output.dense.bias": "model-00002-of-00003.safetensors",
319
+ "esm.encoder.layer.21.output.dense.weight": "model-00002-of-00003.safetensors",
320
+ "esm.encoder.layer.22.LayerNorm.bias": "model-00002-of-00003.safetensors",
321
+ "esm.encoder.layer.22.LayerNorm.weight": "model-00002-of-00003.safetensors",
322
+ "esm.encoder.layer.22.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
323
+ "esm.encoder.layer.22.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
324
+ "esm.encoder.layer.22.attention.output.dense.bias": "model-00002-of-00003.safetensors",
325
+ "esm.encoder.layer.22.attention.output.dense.weight": "model-00002-of-00003.safetensors",
326
+ "esm.encoder.layer.22.attention.self.key.bias": "model-00002-of-00003.safetensors",
327
+ "esm.encoder.layer.22.attention.self.key.weight": "model-00002-of-00003.safetensors",
328
+ "esm.encoder.layer.22.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
329
+ "esm.encoder.layer.22.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
330
+ "esm.encoder.layer.22.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
331
+ "esm.encoder.layer.22.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
332
+ "esm.encoder.layer.22.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
333
+ "esm.encoder.layer.22.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
334
+ "esm.encoder.layer.22.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
335
+ "esm.encoder.layer.22.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
336
+ "esm.encoder.layer.22.intermediate.dense.bias": "model-00002-of-00003.safetensors",
337
+ "esm.encoder.layer.22.intermediate.dense.weight": "model-00002-of-00003.safetensors",
338
+ "esm.encoder.layer.22.output.dense.bias": "model-00002-of-00003.safetensors",
339
+ "esm.encoder.layer.22.output.dense.weight": "model-00002-of-00003.safetensors",
340
+ "esm.encoder.layer.23.LayerNorm.bias": "model-00002-of-00003.safetensors",
341
+ "esm.encoder.layer.23.LayerNorm.weight": "model-00002-of-00003.safetensors",
342
+ "esm.encoder.layer.23.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
343
+ "esm.encoder.layer.23.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
344
+ "esm.encoder.layer.23.attention.output.dense.bias": "model-00002-of-00003.safetensors",
345
+ "esm.encoder.layer.23.attention.output.dense.weight": "model-00002-of-00003.safetensors",
346
+ "esm.encoder.layer.23.attention.self.key.bias": "model-00002-of-00003.safetensors",
347
+ "esm.encoder.layer.23.attention.self.key.weight": "model-00002-of-00003.safetensors",
348
+ "esm.encoder.layer.23.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
349
+ "esm.encoder.layer.23.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
350
+ "esm.encoder.layer.23.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
351
+ "esm.encoder.layer.23.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
352
+ "esm.encoder.layer.23.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
353
+ "esm.encoder.layer.23.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
354
+ "esm.encoder.layer.23.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
355
+ "esm.encoder.layer.23.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
356
+ "esm.encoder.layer.23.intermediate.dense.bias": "model-00002-of-00003.safetensors",
357
+ "esm.encoder.layer.23.intermediate.dense.weight": "model-00002-of-00003.safetensors",
358
+ "esm.encoder.layer.23.output.dense.bias": "model-00002-of-00003.safetensors",
359
+ "esm.encoder.layer.23.output.dense.weight": "model-00002-of-00003.safetensors",
360
+ "esm.encoder.layer.24.LayerNorm.bias": "model-00002-of-00003.safetensors",
361
+ "esm.encoder.layer.24.LayerNorm.weight": "model-00002-of-00003.safetensors",
362
+ "esm.encoder.layer.24.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
363
+ "esm.encoder.layer.24.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
364
+ "esm.encoder.layer.24.attention.output.dense.bias": "model-00002-of-00003.safetensors",
365
+ "esm.encoder.layer.24.attention.output.dense.weight": "model-00002-of-00003.safetensors",
366
+ "esm.encoder.layer.24.attention.self.key.bias": "model-00002-of-00003.safetensors",
367
+ "esm.encoder.layer.24.attention.self.key.weight": "model-00002-of-00003.safetensors",
368
+ "esm.encoder.layer.24.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
369
+ "esm.encoder.layer.24.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
370
+ "esm.encoder.layer.24.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
371
+ "esm.encoder.layer.24.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
372
+ "esm.encoder.layer.24.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
373
+ "esm.encoder.layer.24.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
374
+ "esm.encoder.layer.24.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
375
+ "esm.encoder.layer.24.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
376
+ "esm.encoder.layer.24.intermediate.dense.bias": "model-00002-of-00003.safetensors",
377
+ "esm.encoder.layer.24.intermediate.dense.weight": "model-00002-of-00003.safetensors",
378
+ "esm.encoder.layer.24.output.dense.bias": "model-00002-of-00003.safetensors",
379
+ "esm.encoder.layer.24.output.dense.weight": "model-00002-of-00003.safetensors",
380
+ "esm.encoder.layer.25.LayerNorm.bias": "model-00002-of-00003.safetensors",
381
+ "esm.encoder.layer.25.LayerNorm.weight": "model-00002-of-00003.safetensors",
382
+ "esm.encoder.layer.25.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
383
+ "esm.encoder.layer.25.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
384
+ "esm.encoder.layer.25.attention.output.dense.bias": "model-00002-of-00003.safetensors",
385
+ "esm.encoder.layer.25.attention.output.dense.weight": "model-00002-of-00003.safetensors",
386
+ "esm.encoder.layer.25.attention.self.key.bias": "model-00002-of-00003.safetensors",
387
+ "esm.encoder.layer.25.attention.self.key.weight": "model-00002-of-00003.safetensors",
388
+ "esm.encoder.layer.25.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
389
+ "esm.encoder.layer.25.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
390
+ "esm.encoder.layer.25.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
391
+ "esm.encoder.layer.25.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
392
+ "esm.encoder.layer.25.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
393
+ "esm.encoder.layer.25.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
394
+ "esm.encoder.layer.25.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
395
+ "esm.encoder.layer.25.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
396
+ "esm.encoder.layer.25.intermediate.dense.bias": "model-00002-of-00003.safetensors",
397
+ "esm.encoder.layer.25.intermediate.dense.weight": "model-00002-of-00003.safetensors",
398
+ "esm.encoder.layer.25.output.dense.bias": "model-00002-of-00003.safetensors",
399
+ "esm.encoder.layer.25.output.dense.weight": "model-00002-of-00003.safetensors",
400
+ "esm.encoder.layer.26.LayerNorm.bias": "model-00002-of-00003.safetensors",
401
+ "esm.encoder.layer.26.LayerNorm.weight": "model-00002-of-00003.safetensors",
402
+ "esm.encoder.layer.26.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
403
+ "esm.encoder.layer.26.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
404
+ "esm.encoder.layer.26.attention.output.dense.bias": "model-00002-of-00003.safetensors",
405
+ "esm.encoder.layer.26.attention.output.dense.weight": "model-00002-of-00003.safetensors",
406
+ "esm.encoder.layer.26.attention.self.key.bias": "model-00002-of-00003.safetensors",
407
+ "esm.encoder.layer.26.attention.self.key.weight": "model-00002-of-00003.safetensors",
408
+ "esm.encoder.layer.26.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
409
+ "esm.encoder.layer.26.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
410
+ "esm.encoder.layer.26.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
411
+ "esm.encoder.layer.26.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
412
+ "esm.encoder.layer.26.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
413
+ "esm.encoder.layer.26.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
414
+ "esm.encoder.layer.26.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
415
+ "esm.encoder.layer.26.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
416
+ "esm.encoder.layer.26.intermediate.dense.bias": "model-00002-of-00003.safetensors",
417
+ "esm.encoder.layer.26.intermediate.dense.weight": "model-00002-of-00003.safetensors",
418
+ "esm.encoder.layer.26.output.dense.bias": "model-00002-of-00003.safetensors",
419
+ "esm.encoder.layer.26.output.dense.weight": "model-00002-of-00003.safetensors",
420
+ "esm.encoder.layer.27.LayerNorm.bias": "model-00002-of-00003.safetensors",
421
+ "esm.encoder.layer.27.LayerNorm.weight": "model-00002-of-00003.safetensors",
422
+ "esm.encoder.layer.27.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
423
+ "esm.encoder.layer.27.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
424
+ "esm.encoder.layer.27.attention.output.dense.bias": "model-00002-of-00003.safetensors",
425
+ "esm.encoder.layer.27.attention.output.dense.weight": "model-00002-of-00003.safetensors",
426
+ "esm.encoder.layer.27.attention.self.key.bias": "model-00002-of-00003.safetensors",
427
+ "esm.encoder.layer.27.attention.self.key.weight": "model-00002-of-00003.safetensors",
428
+ "esm.encoder.layer.27.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
429
+ "esm.encoder.layer.27.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
430
+ "esm.encoder.layer.27.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
431
+ "esm.encoder.layer.27.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
432
+ "esm.encoder.layer.27.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
433
+ "esm.encoder.layer.27.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
434
+ "esm.encoder.layer.27.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
435
+ "esm.encoder.layer.27.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
436
+ "esm.encoder.layer.27.intermediate.dense.bias": "model-00002-of-00003.safetensors",
437
+ "esm.encoder.layer.27.intermediate.dense.weight": "model-00002-of-00003.safetensors",
438
+ "esm.encoder.layer.27.output.dense.bias": "model-00002-of-00003.safetensors",
439
+ "esm.encoder.layer.27.output.dense.weight": "model-00002-of-00003.safetensors",
440
+ "esm.encoder.layer.28.LayerNorm.bias": "model-00002-of-00003.safetensors",
441
+ "esm.encoder.layer.28.LayerNorm.weight": "model-00002-of-00003.safetensors",
442
+ "esm.encoder.layer.28.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
443
+ "esm.encoder.layer.28.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
444
+ "esm.encoder.layer.28.attention.output.dense.bias": "model-00002-of-00003.safetensors",
445
+ "esm.encoder.layer.28.attention.output.dense.weight": "model-00002-of-00003.safetensors",
446
+ "esm.encoder.layer.28.attention.self.key.bias": "model-00002-of-00003.safetensors",
447
+ "esm.encoder.layer.28.attention.self.key.weight": "model-00002-of-00003.safetensors",
448
+ "esm.encoder.layer.28.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
449
+ "esm.encoder.layer.28.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
450
+ "esm.encoder.layer.28.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
451
+ "esm.encoder.layer.28.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
452
+ "esm.encoder.layer.28.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
453
+ "esm.encoder.layer.28.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
454
+ "esm.encoder.layer.28.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
455
+ "esm.encoder.layer.28.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
456
+ "esm.encoder.layer.28.intermediate.dense.bias": "model-00002-of-00003.safetensors",
457
+ "esm.encoder.layer.28.intermediate.dense.weight": "model-00002-of-00003.safetensors",
458
+ "esm.encoder.layer.28.output.dense.bias": "model-00002-of-00003.safetensors",
459
+ "esm.encoder.layer.28.output.dense.weight": "model-00002-of-00003.safetensors",
460
+ "esm.encoder.layer.29.LayerNorm.bias": "model-00002-of-00003.safetensors",
461
+ "esm.encoder.layer.29.LayerNorm.weight": "model-00002-of-00003.safetensors",
462
+ "esm.encoder.layer.29.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
463
+ "esm.encoder.layer.29.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
464
+ "esm.encoder.layer.29.attention.output.dense.bias": "model-00002-of-00003.safetensors",
465
+ "esm.encoder.layer.29.attention.output.dense.weight": "model-00002-of-00003.safetensors",
466
+ "esm.encoder.layer.29.attention.self.key.bias": "model-00002-of-00003.safetensors",
467
+ "esm.encoder.layer.29.attention.self.key.weight": "model-00002-of-00003.safetensors",
468
+ "esm.encoder.layer.29.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
469
+ "esm.encoder.layer.29.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
470
+ "esm.encoder.layer.29.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
471
+ "esm.encoder.layer.29.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
472
+ "esm.encoder.layer.29.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
473
+ "esm.encoder.layer.29.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
474
+ "esm.encoder.layer.29.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
475
+ "esm.encoder.layer.29.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
476
+ "esm.encoder.layer.29.intermediate.dense.bias": "model-00002-of-00003.safetensors",
477
+ "esm.encoder.layer.29.intermediate.dense.weight": "model-00002-of-00003.safetensors",
478
+ "esm.encoder.layer.29.output.dense.bias": "model-00002-of-00003.safetensors",
479
+ "esm.encoder.layer.29.output.dense.weight": "model-00002-of-00003.safetensors",
480
+ "esm.encoder.layer.3.LayerNorm.bias": "model-00001-of-00003.safetensors",
481
+ "esm.encoder.layer.3.LayerNorm.weight": "model-00001-of-00003.safetensors",
482
+ "esm.encoder.layer.3.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
483
+ "esm.encoder.layer.3.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
484
+ "esm.encoder.layer.3.attention.output.dense.bias": "model-00001-of-00003.safetensors",
485
+ "esm.encoder.layer.3.attention.output.dense.weight": "model-00001-of-00003.safetensors",
486
+ "esm.encoder.layer.3.attention.self.key.bias": "model-00001-of-00003.safetensors",
487
+ "esm.encoder.layer.3.attention.self.key.weight": "model-00001-of-00003.safetensors",
488
+ "esm.encoder.layer.3.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
489
+ "esm.encoder.layer.3.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
490
+ "esm.encoder.layer.3.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
491
+ "esm.encoder.layer.3.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
492
+ "esm.encoder.layer.3.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
493
+ "esm.encoder.layer.3.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
494
+ "esm.encoder.layer.3.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
495
+ "esm.encoder.layer.3.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
496
+ "esm.encoder.layer.3.intermediate.dense.bias": "model-00001-of-00003.safetensors",
497
+ "esm.encoder.layer.3.intermediate.dense.weight": "model-00001-of-00003.safetensors",
498
+ "esm.encoder.layer.3.output.dense.bias": "model-00001-of-00003.safetensors",
499
+ "esm.encoder.layer.3.output.dense.weight": "model-00001-of-00003.safetensors",
500
+ "esm.encoder.layer.30.LayerNorm.bias": "model-00002-of-00003.safetensors",
501
+ "esm.encoder.layer.30.LayerNorm.weight": "model-00002-of-00003.safetensors",
502
+ "esm.encoder.layer.30.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
503
+ "esm.encoder.layer.30.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
504
+ "esm.encoder.layer.30.attention.output.dense.bias": "model-00002-of-00003.safetensors",
505
+ "esm.encoder.layer.30.attention.output.dense.weight": "model-00002-of-00003.safetensors",
506
+ "esm.encoder.layer.30.attention.self.key.bias": "model-00002-of-00003.safetensors",
507
+ "esm.encoder.layer.30.attention.self.key.weight": "model-00002-of-00003.safetensors",
508
+ "esm.encoder.layer.30.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
509
+ "esm.encoder.layer.30.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
510
+ "esm.encoder.layer.30.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
511
+ "esm.encoder.layer.30.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
512
+ "esm.encoder.layer.30.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
513
+ "esm.encoder.layer.30.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
514
+ "esm.encoder.layer.30.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
515
+ "esm.encoder.layer.30.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
516
+ "esm.encoder.layer.30.intermediate.dense.bias": "model-00002-of-00003.safetensors",
517
+ "esm.encoder.layer.30.intermediate.dense.weight": "model-00002-of-00003.safetensors",
518
+ "esm.encoder.layer.30.output.dense.bias": "model-00002-of-00003.safetensors",
519
+ "esm.encoder.layer.30.output.dense.weight": "model-00002-of-00003.safetensors",
520
+ "esm.encoder.layer.31.LayerNorm.bias": "model-00003-of-00003.safetensors",
521
+ "esm.encoder.layer.31.LayerNorm.weight": "model-00003-of-00003.safetensors",
522
+ "esm.encoder.layer.31.attention.LayerNorm.bias": "model-00002-of-00003.safetensors",
523
+ "esm.encoder.layer.31.attention.LayerNorm.weight": "model-00002-of-00003.safetensors",
524
+ "esm.encoder.layer.31.attention.output.dense.bias": "model-00002-of-00003.safetensors",
525
+ "esm.encoder.layer.31.attention.output.dense.weight": "model-00002-of-00003.safetensors",
526
+ "esm.encoder.layer.31.attention.self.key.bias": "model-00002-of-00003.safetensors",
527
+ "esm.encoder.layer.31.attention.self.key.weight": "model-00002-of-00003.safetensors",
528
+ "esm.encoder.layer.31.attention.self.query.base_layer.bias": "model-00002-of-00003.safetensors",
529
+ "esm.encoder.layer.31.attention.self.query.base_layer.weight": "model-00002-of-00003.safetensors",
530
+ "esm.encoder.layer.31.attention.self.query.lora_A.default.weight": "model-00002-of-00003.safetensors",
531
+ "esm.encoder.layer.31.attention.self.query.lora_B.default.weight": "model-00002-of-00003.safetensors",
532
+ "esm.encoder.layer.31.attention.self.value.base_layer.bias": "model-00002-of-00003.safetensors",
533
+ "esm.encoder.layer.31.attention.self.value.base_layer.weight": "model-00002-of-00003.safetensors",
534
+ "esm.encoder.layer.31.attention.self.value.lora_A.default.weight": "model-00002-of-00003.safetensors",
535
+ "esm.encoder.layer.31.attention.self.value.lora_B.default.weight": "model-00002-of-00003.safetensors",
536
+ "esm.encoder.layer.31.intermediate.dense.bias": "model-00003-of-00003.safetensors",
537
+ "esm.encoder.layer.31.intermediate.dense.weight": "model-00003-of-00003.safetensors",
538
+ "esm.encoder.layer.31.output.dense.bias": "model-00003-of-00003.safetensors",
539
+ "esm.encoder.layer.31.output.dense.weight": "model-00003-of-00003.safetensors",
540
+ "esm.encoder.layer.4.LayerNorm.bias": "model-00001-of-00003.safetensors",
541
+ "esm.encoder.layer.4.LayerNorm.weight": "model-00001-of-00003.safetensors",
542
+ "esm.encoder.layer.4.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
543
+ "esm.encoder.layer.4.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
544
+ "esm.encoder.layer.4.attention.output.dense.bias": "model-00001-of-00003.safetensors",
545
+ "esm.encoder.layer.4.attention.output.dense.weight": "model-00001-of-00003.safetensors",
546
+ "esm.encoder.layer.4.attention.self.key.bias": "model-00001-of-00003.safetensors",
547
+ "esm.encoder.layer.4.attention.self.key.weight": "model-00001-of-00003.safetensors",
548
+ "esm.encoder.layer.4.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
549
+ "esm.encoder.layer.4.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
550
+ "esm.encoder.layer.4.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
551
+ "esm.encoder.layer.4.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
552
+ "esm.encoder.layer.4.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
553
+ "esm.encoder.layer.4.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
554
+ "esm.encoder.layer.4.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
555
+ "esm.encoder.layer.4.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
556
+ "esm.encoder.layer.4.intermediate.dense.bias": "model-00001-of-00003.safetensors",
557
+ "esm.encoder.layer.4.intermediate.dense.weight": "model-00001-of-00003.safetensors",
558
+ "esm.encoder.layer.4.output.dense.bias": "model-00001-of-00003.safetensors",
559
+ "esm.encoder.layer.4.output.dense.weight": "model-00001-of-00003.safetensors",
560
+ "esm.encoder.layer.5.LayerNorm.bias": "model-00001-of-00003.safetensors",
561
+ "esm.encoder.layer.5.LayerNorm.weight": "model-00001-of-00003.safetensors",
562
+ "esm.encoder.layer.5.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
563
+ "esm.encoder.layer.5.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
564
+ "esm.encoder.layer.5.attention.output.dense.bias": "model-00001-of-00003.safetensors",
565
+ "esm.encoder.layer.5.attention.output.dense.weight": "model-00001-of-00003.safetensors",
566
+ "esm.encoder.layer.5.attention.self.key.bias": "model-00001-of-00003.safetensors",
567
+ "esm.encoder.layer.5.attention.self.key.weight": "model-00001-of-00003.safetensors",
568
+ "esm.encoder.layer.5.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
569
+ "esm.encoder.layer.5.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
570
+ "esm.encoder.layer.5.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
571
+ "esm.encoder.layer.5.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
572
+ "esm.encoder.layer.5.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
573
+ "esm.encoder.layer.5.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
574
+ "esm.encoder.layer.5.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
575
+ "esm.encoder.layer.5.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
576
+ "esm.encoder.layer.5.intermediate.dense.bias": "model-00001-of-00003.safetensors",
577
+ "esm.encoder.layer.5.intermediate.dense.weight": "model-00001-of-00003.safetensors",
578
+ "esm.encoder.layer.5.output.dense.bias": "model-00001-of-00003.safetensors",
579
+ "esm.encoder.layer.5.output.dense.weight": "model-00001-of-00003.safetensors",
580
+ "esm.encoder.layer.6.LayerNorm.bias": "model-00001-of-00003.safetensors",
581
+ "esm.encoder.layer.6.LayerNorm.weight": "model-00001-of-00003.safetensors",
582
+ "esm.encoder.layer.6.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
583
+ "esm.encoder.layer.6.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
584
+ "esm.encoder.layer.6.attention.output.dense.bias": "model-00001-of-00003.safetensors",
585
+ "esm.encoder.layer.6.attention.output.dense.weight": "model-00001-of-00003.safetensors",
586
+ "esm.encoder.layer.6.attention.self.key.bias": "model-00001-of-00003.safetensors",
587
+ "esm.encoder.layer.6.attention.self.key.weight": "model-00001-of-00003.safetensors",
588
+ "esm.encoder.layer.6.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
589
+ "esm.encoder.layer.6.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
590
+ "esm.encoder.layer.6.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
591
+ "esm.encoder.layer.6.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
592
+ "esm.encoder.layer.6.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
593
+ "esm.encoder.layer.6.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
594
+ "esm.encoder.layer.6.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
595
+ "esm.encoder.layer.6.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
596
+ "esm.encoder.layer.6.intermediate.dense.bias": "model-00001-of-00003.safetensors",
597
+ "esm.encoder.layer.6.intermediate.dense.weight": "model-00001-of-00003.safetensors",
598
+ "esm.encoder.layer.6.output.dense.bias": "model-00001-of-00003.safetensors",
599
+ "esm.encoder.layer.6.output.dense.weight": "model-00001-of-00003.safetensors",
600
+ "esm.encoder.layer.7.LayerNorm.bias": "model-00001-of-00003.safetensors",
601
+ "esm.encoder.layer.7.LayerNorm.weight": "model-00001-of-00003.safetensors",
602
+ "esm.encoder.layer.7.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
603
+ "esm.encoder.layer.7.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
604
+ "esm.encoder.layer.7.attention.output.dense.bias": "model-00001-of-00003.safetensors",
605
+ "esm.encoder.layer.7.attention.output.dense.weight": "model-00001-of-00003.safetensors",
606
+ "esm.encoder.layer.7.attention.self.key.bias": "model-00001-of-00003.safetensors",
607
+ "esm.encoder.layer.7.attention.self.key.weight": "model-00001-of-00003.safetensors",
608
+ "esm.encoder.layer.7.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
609
+ "esm.encoder.layer.7.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
610
+ "esm.encoder.layer.7.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
611
+ "esm.encoder.layer.7.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
612
+ "esm.encoder.layer.7.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
613
+ "esm.encoder.layer.7.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
614
+ "esm.encoder.layer.7.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
615
+ "esm.encoder.layer.7.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
616
+ "esm.encoder.layer.7.intermediate.dense.bias": "model-00001-of-00003.safetensors",
617
+ "esm.encoder.layer.7.intermediate.dense.weight": "model-00001-of-00003.safetensors",
618
+ "esm.encoder.layer.7.output.dense.bias": "model-00001-of-00003.safetensors",
619
+ "esm.encoder.layer.7.output.dense.weight": "model-00001-of-00003.safetensors",
620
+ "esm.encoder.layer.8.LayerNorm.bias": "model-00001-of-00003.safetensors",
621
+ "esm.encoder.layer.8.LayerNorm.weight": "model-00001-of-00003.safetensors",
622
+ "esm.encoder.layer.8.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
623
+ "esm.encoder.layer.8.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
624
+ "esm.encoder.layer.8.attention.output.dense.bias": "model-00001-of-00003.safetensors",
625
+ "esm.encoder.layer.8.attention.output.dense.weight": "model-00001-of-00003.safetensors",
626
+ "esm.encoder.layer.8.attention.self.key.bias": "model-00001-of-00003.safetensors",
627
+ "esm.encoder.layer.8.attention.self.key.weight": "model-00001-of-00003.safetensors",
628
+ "esm.encoder.layer.8.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
629
+ "esm.encoder.layer.8.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
630
+ "esm.encoder.layer.8.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
631
+ "esm.encoder.layer.8.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
632
+ "esm.encoder.layer.8.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
633
+ "esm.encoder.layer.8.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
634
+ "esm.encoder.layer.8.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
635
+ "esm.encoder.layer.8.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
636
+ "esm.encoder.layer.8.intermediate.dense.bias": "model-00001-of-00003.safetensors",
637
+ "esm.encoder.layer.8.intermediate.dense.weight": "model-00001-of-00003.safetensors",
638
+ "esm.encoder.layer.8.output.dense.bias": "model-00001-of-00003.safetensors",
639
+ "esm.encoder.layer.8.output.dense.weight": "model-00001-of-00003.safetensors",
640
+ "esm.encoder.layer.9.LayerNorm.bias": "model-00001-of-00003.safetensors",
641
+ "esm.encoder.layer.9.LayerNorm.weight": "model-00001-of-00003.safetensors",
642
+ "esm.encoder.layer.9.attention.LayerNorm.bias": "model-00001-of-00003.safetensors",
643
+ "esm.encoder.layer.9.attention.LayerNorm.weight": "model-00001-of-00003.safetensors",
644
+ "esm.encoder.layer.9.attention.output.dense.bias": "model-00001-of-00003.safetensors",
645
+ "esm.encoder.layer.9.attention.output.dense.weight": "model-00001-of-00003.safetensors",
646
+ "esm.encoder.layer.9.attention.self.key.bias": "model-00001-of-00003.safetensors",
647
+ "esm.encoder.layer.9.attention.self.key.weight": "model-00001-of-00003.safetensors",
648
+ "esm.encoder.layer.9.attention.self.query.base_layer.bias": "model-00001-of-00003.safetensors",
649
+ "esm.encoder.layer.9.attention.self.query.base_layer.weight": "model-00001-of-00003.safetensors",
650
+ "esm.encoder.layer.9.attention.self.query.lora_A.default.weight": "model-00001-of-00003.safetensors",
651
+ "esm.encoder.layer.9.attention.self.query.lora_B.default.weight": "model-00001-of-00003.safetensors",
652
+ "esm.encoder.layer.9.attention.self.value.base_layer.bias": "model-00001-of-00003.safetensors",
653
+ "esm.encoder.layer.9.attention.self.value.base_layer.weight": "model-00001-of-00003.safetensors",
654
+ "esm.encoder.layer.9.attention.self.value.lora_A.default.weight": "model-00001-of-00003.safetensors",
655
+ "esm.encoder.layer.9.attention.self.value.lora_B.default.weight": "model-00001-of-00003.safetensors",
656
+ "esm.encoder.layer.9.intermediate.dense.bias": "model-00001-of-00003.safetensors",
657
+ "esm.encoder.layer.9.intermediate.dense.weight": "model-00001-of-00003.safetensors",
658
+ "esm.encoder.layer.9.output.dense.bias": "model-00001-of-00003.safetensors",
659
+ "esm.encoder.layer.9.output.dense.weight": "model-00001-of-00003.safetensors"
660
+ }
661
+ }
runs/Mar02_11-26-44_0115d01eede5/events.out.tfevents.1709378804.0115d01eede5.1302.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aa294e37fa8ce403469c65d2d9260774eee75e721cac4be1f6815140f58ff98c
3
+ size 11504
special_tokens_map.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "<cls>",
3
+ "mask_token": "<mask>",
4
+ "pad_token": "<pad>",
5
+ "unk_token": "<unk>"
6
+ }
tokenizer_config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<unk>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "<mask>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<cls>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ }
35
+ },
36
+ "clean_up_tokenization_spaces": true,
37
+ "cls_token": "<cls>",
38
+ "eos_token": null,
39
+ "mask_token": "<mask>",
40
+ "model_max_length": 1000,
41
+ "pad_token": "<pad>",
42
+ "tokenizer_class": "EsmTokenizer",
43
+ "unk_token": "<unk>"
44
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a79165ee4947ee1bc3fcf7cf593458fce72ef82de169468f34febd5e1ea64a2
3
+ size 4984
vocab.txt ADDED
@@ -0,0 +1,4107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <unk>
2
+ <pad>
3
+ <mask>
4
+ <cls>
5
+ AAAAAA
6
+ AAAAAT
7
+ AAAAAC
8
+ AAAAAG
9
+ AAAATA
10
+ AAAATT
11
+ AAAATC
12
+ AAAATG
13
+ AAAACA
14
+ AAAACT
15
+ AAAACC
16
+ AAAACG
17
+ AAAAGA
18
+ AAAAGT
19
+ AAAAGC
20
+ AAAAGG
21
+ AAATAA
22
+ AAATAT
23
+ AAATAC
24
+ AAATAG
25
+ AAATTA
26
+ AAATTT
27
+ AAATTC
28
+ AAATTG
29
+ AAATCA
30
+ AAATCT
31
+ AAATCC
32
+ AAATCG
33
+ AAATGA
34
+ AAATGT
35
+ AAATGC
36
+ AAATGG
37
+ AAACAA
38
+ AAACAT
39
+ AAACAC
40
+ AAACAG
41
+ AAACTA
42
+ AAACTT
43
+ AAACTC
44
+ AAACTG
45
+ AAACCA
46
+ AAACCT
47
+ AAACCC
48
+ AAACCG
49
+ AAACGA
50
+ AAACGT
51
+ AAACGC
52
+ AAACGG
53
+ AAAGAA
54
+ AAAGAT
55
+ AAAGAC
56
+ AAAGAG
57
+ AAAGTA
58
+ AAAGTT
59
+ AAAGTC
60
+ AAAGTG
61
+ AAAGCA
62
+ AAAGCT
63
+ AAAGCC
64
+ AAAGCG
65
+ AAAGGA
66
+ AAAGGT
67
+ AAAGGC
68
+ AAAGGG
69
+ AATAAA
70
+ AATAAT
71
+ AATAAC
72
+ AATAAG
73
+ AATATA
74
+ AATATT
75
+ AATATC
76
+ AATATG
77
+ AATACA
78
+ AATACT
79
+ AATACC
80
+ AATACG
81
+ AATAGA
82
+ AATAGT
83
+ AATAGC
84
+ AATAGG
85
+ AATTAA
86
+ AATTAT
87
+ AATTAC
88
+ AATTAG
89
+ AATTTA
90
+ AATTTT
91
+ AATTTC
92
+ AATTTG
93
+ AATTCA
94
+ AATTCT
95
+ AATTCC
96
+ AATTCG
97
+ AATTGA
98
+ AATTGT
99
+ AATTGC
100
+ AATTGG
101
+ AATCAA
102
+ AATCAT
103
+ AATCAC
104
+ AATCAG
105
+ AATCTA
106
+ AATCTT
107
+ AATCTC
108
+ AATCTG
109
+ AATCCA
110
+ AATCCT
111
+ AATCCC
112
+ AATCCG
113
+ AATCGA
114
+ AATCGT
115
+ AATCGC
116
+ AATCGG
117
+ AATGAA
118
+ AATGAT
119
+ AATGAC
120
+ AATGAG
121
+ AATGTA
122
+ AATGTT
123
+ AATGTC
124
+ AATGTG
125
+ AATGCA
126
+ AATGCT
127
+ AATGCC
128
+ AATGCG
129
+ AATGGA
130
+ AATGGT
131
+ AATGGC
132
+ AATGGG
133
+ AACAAA
134
+ AACAAT
135
+ AACAAC
136
+ AACAAG
137
+ AACATA
138
+ AACATT
139
+ AACATC
140
+ AACATG
141
+ AACACA
142
+ AACACT
143
+ AACACC
144
+ AACACG
145
+ AACAGA
146
+ AACAGT
147
+ AACAGC
148
+ AACAGG
149
+ AACTAA
150
+ AACTAT
151
+ AACTAC
152
+ AACTAG
153
+ AACTTA
154
+ AACTTT
155
+ AACTTC
156
+ AACTTG
157
+ AACTCA
158
+ AACTCT
159
+ AACTCC
160
+ AACTCG
161
+ AACTGA
162
+ AACTGT
163
+ AACTGC
164
+ AACTGG
165
+ AACCAA
166
+ AACCAT
167
+ AACCAC
168
+ AACCAG
169
+ AACCTA
170
+ AACCTT
171
+ AACCTC
172
+ AACCTG
173
+ AACCCA
174
+ AACCCT
175
+ AACCCC
176
+ AACCCG
177
+ AACCGA
178
+ AACCGT
179
+ AACCGC
180
+ AACCGG
181
+ AACGAA
182
+ AACGAT
183
+ AACGAC
184
+ AACGAG
185
+ AACGTA
186
+ AACGTT
187
+ AACGTC
188
+ AACGTG
189
+ AACGCA
190
+ AACGCT
191
+ AACGCC
192
+ AACGCG
193
+ AACGGA
194
+ AACGGT
195
+ AACGGC
196
+ AACGGG
197
+ AAGAAA
198
+ AAGAAT
199
+ AAGAAC
200
+ AAGAAG
201
+ AAGATA
202
+ AAGATT
203
+ AAGATC
204
+ AAGATG
205
+ AAGACA
206
+ AAGACT
207
+ AAGACC
208
+ AAGACG
209
+ AAGAGA
210
+ AAGAGT
211
+ AAGAGC
212
+ AAGAGG
213
+ AAGTAA
214
+ AAGTAT
215
+ AAGTAC
216
+ AAGTAG
217
+ AAGTTA
218
+ AAGTTT
219
+ AAGTTC
220
+ AAGTTG
221
+ AAGTCA
222
+ AAGTCT
223
+ AAGTCC
224
+ AAGTCG
225
+ AAGTGA
226
+ AAGTGT
227
+ AAGTGC
228
+ AAGTGG
229
+ AAGCAA
230
+ AAGCAT
231
+ AAGCAC
232
+ AAGCAG
233
+ AAGCTA
234
+ AAGCTT
235
+ AAGCTC
236
+ AAGCTG
237
+ AAGCCA
238
+ AAGCCT
239
+ AAGCCC
240
+ AAGCCG
241
+ AAGCGA
242
+ AAGCGT
243
+ AAGCGC
244
+ AAGCGG
245
+ AAGGAA
246
+ AAGGAT
247
+ AAGGAC
248
+ AAGGAG
249
+ AAGGTA
250
+ AAGGTT
251
+ AAGGTC
252
+ AAGGTG
253
+ AAGGCA
254
+ AAGGCT
255
+ AAGGCC
256
+ AAGGCG
257
+ AAGGGA
258
+ AAGGGT
259
+ AAGGGC
260
+ AAGGGG
261
+ ATAAAA
262
+ ATAAAT
263
+ ATAAAC
264
+ ATAAAG
265
+ ATAATA
266
+ ATAATT
267
+ ATAATC
268
+ ATAATG
269
+ ATAACA
270
+ ATAACT
271
+ ATAACC
272
+ ATAACG
273
+ ATAAGA
274
+ ATAAGT
275
+ ATAAGC
276
+ ATAAGG
277
+ ATATAA
278
+ ATATAT
279
+ ATATAC
280
+ ATATAG
281
+ ATATTA
282
+ ATATTT
283
+ ATATTC
284
+ ATATTG
285
+ ATATCA
286
+ ATATCT
287
+ ATATCC
288
+ ATATCG
289
+ ATATGA
290
+ ATATGT
291
+ ATATGC
292
+ ATATGG
293
+ ATACAA
294
+ ATACAT
295
+ ATACAC
296
+ ATACAG
297
+ ATACTA
298
+ ATACTT
299
+ ATACTC
300
+ ATACTG
301
+ ATACCA
302
+ ATACCT
303
+ ATACCC
304
+ ATACCG
305
+ ATACGA
306
+ ATACGT
307
+ ATACGC
308
+ ATACGG
309
+ ATAGAA
310
+ ATAGAT
311
+ ATAGAC
312
+ ATAGAG
313
+ ATAGTA
314
+ ATAGTT
315
+ ATAGTC
316
+ ATAGTG
317
+ ATAGCA
318
+ ATAGCT
319
+ ATAGCC
320
+ ATAGCG
321
+ ATAGGA
322
+ ATAGGT
323
+ ATAGGC
324
+ ATAGGG
325
+ ATTAAA
326
+ ATTAAT
327
+ ATTAAC
328
+ ATTAAG
329
+ ATTATA
330
+ ATTATT
331
+ ATTATC
332
+ ATTATG
333
+ ATTACA
334
+ ATTACT
335
+ ATTACC
336
+ ATTACG
337
+ ATTAGA
338
+ ATTAGT
339
+ ATTAGC
340
+ ATTAGG
341
+ ATTTAA
342
+ ATTTAT
343
+ ATTTAC
344
+ ATTTAG
345
+ ATTTTA
346
+ ATTTTT
347
+ ATTTTC
348
+ ATTTTG
349
+ ATTTCA
350
+ ATTTCT
351
+ ATTTCC
352
+ ATTTCG
353
+ ATTTGA
354
+ ATTTGT
355
+ ATTTGC
356
+ ATTTGG
357
+ ATTCAA
358
+ ATTCAT
359
+ ATTCAC
360
+ ATTCAG
361
+ ATTCTA
362
+ ATTCTT
363
+ ATTCTC
364
+ ATTCTG
365
+ ATTCCA
366
+ ATTCCT
367
+ ATTCCC
368
+ ATTCCG
369
+ ATTCGA
370
+ ATTCGT
371
+ ATTCGC
372
+ ATTCGG
373
+ ATTGAA
374
+ ATTGAT
375
+ ATTGAC
376
+ ATTGAG
377
+ ATTGTA
378
+ ATTGTT
379
+ ATTGTC
380
+ ATTGTG
381
+ ATTGCA
382
+ ATTGCT
383
+ ATTGCC
384
+ ATTGCG
385
+ ATTGGA
386
+ ATTGGT
387
+ ATTGGC
388
+ ATTGGG
389
+ ATCAAA
390
+ ATCAAT
391
+ ATCAAC
392
+ ATCAAG
393
+ ATCATA
394
+ ATCATT
395
+ ATCATC
396
+ ATCATG
397
+ ATCACA
398
+ ATCACT
399
+ ATCACC
400
+ ATCACG
401
+ ATCAGA
402
+ ATCAGT
403
+ ATCAGC
404
+ ATCAGG
405
+ ATCTAA
406
+ ATCTAT
407
+ ATCTAC
408
+ ATCTAG
409
+ ATCTTA
410
+ ATCTTT
411
+ ATCTTC
412
+ ATCTTG
413
+ ATCTCA
414
+ ATCTCT
415
+ ATCTCC
416
+ ATCTCG
417
+ ATCTGA
418
+ ATCTGT
419
+ ATCTGC
420
+ ATCTGG
421
+ ATCCAA
422
+ ATCCAT
423
+ ATCCAC
424
+ ATCCAG
425
+ ATCCTA
426
+ ATCCTT
427
+ ATCCTC
428
+ ATCCTG
429
+ ATCCCA
430
+ ATCCCT
431
+ ATCCCC
432
+ ATCCCG
433
+ ATCCGA
434
+ ATCCGT
435
+ ATCCGC
436
+ ATCCGG
437
+ ATCGAA
438
+ ATCGAT
439
+ ATCGAC
440
+ ATCGAG
441
+ ATCGTA
442
+ ATCGTT
443
+ ATCGTC
444
+ ATCGTG
445
+ ATCGCA
446
+ ATCGCT
447
+ ATCGCC
448
+ ATCGCG
449
+ ATCGGA
450
+ ATCGGT
451
+ ATCGGC
452
+ ATCGGG
453
+ ATGAAA
454
+ ATGAAT
455
+ ATGAAC
456
+ ATGAAG
457
+ ATGATA
458
+ ATGATT
459
+ ATGATC
460
+ ATGATG
461
+ ATGACA
462
+ ATGACT
463
+ ATGACC
464
+ ATGACG
465
+ ATGAGA
466
+ ATGAGT
467
+ ATGAGC
468
+ ATGAGG
469
+ ATGTAA
470
+ ATGTAT
471
+ ATGTAC
472
+ ATGTAG
473
+ ATGTTA
474
+ ATGTTT
475
+ ATGTTC
476
+ ATGTTG
477
+ ATGTCA
478
+ ATGTCT
479
+ ATGTCC
480
+ ATGTCG
481
+ ATGTGA
482
+ ATGTGT
483
+ ATGTGC
484
+ ATGTGG
485
+ ATGCAA
486
+ ATGCAT
487
+ ATGCAC
488
+ ATGCAG
489
+ ATGCTA
490
+ ATGCTT
491
+ ATGCTC
492
+ ATGCTG
493
+ ATGCCA
494
+ ATGCCT
495
+ ATGCCC
496
+ ATGCCG
497
+ ATGCGA
498
+ ATGCGT
499
+ ATGCGC
500
+ ATGCGG
501
+ ATGGAA
502
+ ATGGAT
503
+ ATGGAC
504
+ ATGGAG
505
+ ATGGTA
506
+ ATGGTT
507
+ ATGGTC
508
+ ATGGTG
509
+ ATGGCA
510
+ ATGGCT
511
+ ATGGCC
512
+ ATGGCG
513
+ ATGGGA
514
+ ATGGGT
515
+ ATGGGC
516
+ ATGGGG
517
+ ACAAAA
518
+ ACAAAT
519
+ ACAAAC
520
+ ACAAAG
521
+ ACAATA
522
+ ACAATT
523
+ ACAATC
524
+ ACAATG
525
+ ACAACA
526
+ ACAACT
527
+ ACAACC
528
+ ACAACG
529
+ ACAAGA
530
+ ACAAGT
531
+ ACAAGC
532
+ ACAAGG
533
+ ACATAA
534
+ ACATAT
535
+ ACATAC
536
+ ACATAG
537
+ ACATTA
538
+ ACATTT
539
+ ACATTC
540
+ ACATTG
541
+ ACATCA
542
+ ACATCT
543
+ ACATCC
544
+ ACATCG
545
+ ACATGA
546
+ ACATGT
547
+ ACATGC
548
+ ACATGG
549
+ ACACAA
550
+ ACACAT
551
+ ACACAC
552
+ ACACAG
553
+ ACACTA
554
+ ACACTT
555
+ ACACTC
556
+ ACACTG
557
+ ACACCA
558
+ ACACCT
559
+ ACACCC
560
+ ACACCG
561
+ ACACGA
562
+ ACACGT
563
+ ACACGC
564
+ ACACGG
565
+ ACAGAA
566
+ ACAGAT
567
+ ACAGAC
568
+ ACAGAG
569
+ ACAGTA
570
+ ACAGTT
571
+ ACAGTC
572
+ ACAGTG
573
+ ACAGCA
574
+ ACAGCT
575
+ ACAGCC
576
+ ACAGCG
577
+ ACAGGA
578
+ ACAGGT
579
+ ACAGGC
580
+ ACAGGG
581
+ ACTAAA
582
+ ACTAAT
583
+ ACTAAC
584
+ ACTAAG
585
+ ACTATA
586
+ ACTATT
587
+ ACTATC
588
+ ACTATG
589
+ ACTACA
590
+ ACTACT
591
+ ACTACC
592
+ ACTACG
593
+ ACTAGA
594
+ ACTAGT
595
+ ACTAGC
596
+ ACTAGG
597
+ ACTTAA
598
+ ACTTAT
599
+ ACTTAC
600
+ ACTTAG
601
+ ACTTTA
602
+ ACTTTT
603
+ ACTTTC
604
+ ACTTTG
605
+ ACTTCA
606
+ ACTTCT
607
+ ACTTCC
608
+ ACTTCG
609
+ ACTTGA
610
+ ACTTGT
611
+ ACTTGC
612
+ ACTTGG
613
+ ACTCAA
614
+ ACTCAT
615
+ ACTCAC
616
+ ACTCAG
617
+ ACTCTA
618
+ ACTCTT
619
+ ACTCTC
620
+ ACTCTG
621
+ ACTCCA
622
+ ACTCCT
623
+ ACTCCC
624
+ ACTCCG
625
+ ACTCGA
626
+ ACTCGT
627
+ ACTCGC
628
+ ACTCGG
629
+ ACTGAA
630
+ ACTGAT
631
+ ACTGAC
632
+ ACTGAG
633
+ ACTGTA
634
+ ACTGTT
635
+ ACTGTC
636
+ ACTGTG
637
+ ACTGCA
638
+ ACTGCT
639
+ ACTGCC
640
+ ACTGCG
641
+ ACTGGA
642
+ ACTGGT
643
+ ACTGGC
644
+ ACTGGG
645
+ ACCAAA
646
+ ACCAAT
647
+ ACCAAC
648
+ ACCAAG
649
+ ACCATA
650
+ ACCATT
651
+ ACCATC
652
+ ACCATG
653
+ ACCACA
654
+ ACCACT
655
+ ACCACC
656
+ ACCACG
657
+ ACCAGA
658
+ ACCAGT
659
+ ACCAGC
660
+ ACCAGG
661
+ ACCTAA
662
+ ACCTAT
663
+ ACCTAC
664
+ ACCTAG
665
+ ACCTTA
666
+ ACCTTT
667
+ ACCTTC
668
+ ACCTTG
669
+ ACCTCA
670
+ ACCTCT
671
+ ACCTCC
672
+ ACCTCG
673
+ ACCTGA
674
+ ACCTGT
675
+ ACCTGC
676
+ ACCTGG
677
+ ACCCAA
678
+ ACCCAT
679
+ ACCCAC
680
+ ACCCAG
681
+ ACCCTA
682
+ ACCCTT
683
+ ACCCTC
684
+ ACCCTG
685
+ ACCCCA
686
+ ACCCCT
687
+ ACCCCC
688
+ ACCCCG
689
+ ACCCGA
690
+ ACCCGT
691
+ ACCCGC
692
+ ACCCGG
693
+ ACCGAA
694
+ ACCGAT
695
+ ACCGAC
696
+ ACCGAG
697
+ ACCGTA
698
+ ACCGTT
699
+ ACCGTC
700
+ ACCGTG
701
+ ACCGCA
702
+ ACCGCT
703
+ ACCGCC
704
+ ACCGCG
705
+ ACCGGA
706
+ ACCGGT
707
+ ACCGGC
708
+ ACCGGG
709
+ ACGAAA
710
+ ACGAAT
711
+ ACGAAC
712
+ ACGAAG
713
+ ACGATA
714
+ ACGATT
715
+ ACGATC
716
+ ACGATG
717
+ ACGACA
718
+ ACGACT
719
+ ACGACC
720
+ ACGACG
721
+ ACGAGA
722
+ ACGAGT
723
+ ACGAGC
724
+ ACGAGG
725
+ ACGTAA
726
+ ACGTAT
727
+ ACGTAC
728
+ ACGTAG
729
+ ACGTTA
730
+ ACGTTT
731
+ ACGTTC
732
+ ACGTTG
733
+ ACGTCA
734
+ ACGTCT
735
+ ACGTCC
736
+ ACGTCG
737
+ ACGTGA
738
+ ACGTGT
739
+ ACGTGC
740
+ ACGTGG
741
+ ACGCAA
742
+ ACGCAT
743
+ ACGCAC
744
+ ACGCAG
745
+ ACGCTA
746
+ ACGCTT
747
+ ACGCTC
748
+ ACGCTG
749
+ ACGCCA
750
+ ACGCCT
751
+ ACGCCC
752
+ ACGCCG
753
+ ACGCGA
754
+ ACGCGT
755
+ ACGCGC
756
+ ACGCGG
757
+ ACGGAA
758
+ ACGGAT
759
+ ACGGAC
760
+ ACGGAG
761
+ ACGGTA
762
+ ACGGTT
763
+ ACGGTC
764
+ ACGGTG
765
+ ACGGCA
766
+ ACGGCT
767
+ ACGGCC
768
+ ACGGCG
769
+ ACGGGA
770
+ ACGGGT
771
+ ACGGGC
772
+ ACGGGG
773
+ AGAAAA
774
+ AGAAAT
775
+ AGAAAC
776
+ AGAAAG
777
+ AGAATA
778
+ AGAATT
779
+ AGAATC
780
+ AGAATG
781
+ AGAACA
782
+ AGAACT
783
+ AGAACC
784
+ AGAACG
785
+ AGAAGA
786
+ AGAAGT
787
+ AGAAGC
788
+ AGAAGG
789
+ AGATAA
790
+ AGATAT
791
+ AGATAC
792
+ AGATAG
793
+ AGATTA
794
+ AGATTT
795
+ AGATTC
796
+ AGATTG
797
+ AGATCA
798
+ AGATCT
799
+ AGATCC
800
+ AGATCG
801
+ AGATGA
802
+ AGATGT
803
+ AGATGC
804
+ AGATGG
805
+ AGACAA
806
+ AGACAT
807
+ AGACAC
808
+ AGACAG
809
+ AGACTA
810
+ AGACTT
811
+ AGACTC
812
+ AGACTG
813
+ AGACCA
814
+ AGACCT
815
+ AGACCC
816
+ AGACCG
817
+ AGACGA
818
+ AGACGT
819
+ AGACGC
820
+ AGACGG
821
+ AGAGAA
822
+ AGAGAT
823
+ AGAGAC
824
+ AGAGAG
825
+ AGAGTA
826
+ AGAGTT
827
+ AGAGTC
828
+ AGAGTG
829
+ AGAGCA
830
+ AGAGCT
831
+ AGAGCC
832
+ AGAGCG
833
+ AGAGGA
834
+ AGAGGT
835
+ AGAGGC
836
+ AGAGGG
837
+ AGTAAA
838
+ AGTAAT
839
+ AGTAAC
840
+ AGTAAG
841
+ AGTATA
842
+ AGTATT
843
+ AGTATC
844
+ AGTATG
845
+ AGTACA
846
+ AGTACT
847
+ AGTACC
848
+ AGTACG
849
+ AGTAGA
850
+ AGTAGT
851
+ AGTAGC
852
+ AGTAGG
853
+ AGTTAA
854
+ AGTTAT
855
+ AGTTAC
856
+ AGTTAG
857
+ AGTTTA
858
+ AGTTTT
859
+ AGTTTC
860
+ AGTTTG
861
+ AGTTCA
862
+ AGTTCT
863
+ AGTTCC
864
+ AGTTCG
865
+ AGTTGA
866
+ AGTTGT
867
+ AGTTGC
868
+ AGTTGG
869
+ AGTCAA
870
+ AGTCAT
871
+ AGTCAC
872
+ AGTCAG
873
+ AGTCTA
874
+ AGTCTT
875
+ AGTCTC
876
+ AGTCTG
877
+ AGTCCA
878
+ AGTCCT
879
+ AGTCCC
880
+ AGTCCG
881
+ AGTCGA
882
+ AGTCGT
883
+ AGTCGC
884
+ AGTCGG
885
+ AGTGAA
886
+ AGTGAT
887
+ AGTGAC
888
+ AGTGAG
889
+ AGTGTA
890
+ AGTGTT
891
+ AGTGTC
892
+ AGTGTG
893
+ AGTGCA
894
+ AGTGCT
895
+ AGTGCC
896
+ AGTGCG
897
+ AGTGGA
898
+ AGTGGT
899
+ AGTGGC
900
+ AGTGGG
901
+ AGCAAA
902
+ AGCAAT
903
+ AGCAAC
904
+ AGCAAG
905
+ AGCATA
906
+ AGCATT
907
+ AGCATC
908
+ AGCATG
909
+ AGCACA
910
+ AGCACT
911
+ AGCACC
912
+ AGCACG
913
+ AGCAGA
914
+ AGCAGT
915
+ AGCAGC
916
+ AGCAGG
917
+ AGCTAA
918
+ AGCTAT
919
+ AGCTAC
920
+ AGCTAG
921
+ AGCTTA
922
+ AGCTTT
923
+ AGCTTC
924
+ AGCTTG
925
+ AGCTCA
926
+ AGCTCT
927
+ AGCTCC
928
+ AGCTCG
929
+ AGCTGA
930
+ AGCTGT
931
+ AGCTGC
932
+ AGCTGG
933
+ AGCCAA
934
+ AGCCAT
935
+ AGCCAC
936
+ AGCCAG
937
+ AGCCTA
938
+ AGCCTT
939
+ AGCCTC
940
+ AGCCTG
941
+ AGCCCA
942
+ AGCCCT
943
+ AGCCCC
944
+ AGCCCG
945
+ AGCCGA
946
+ AGCCGT
947
+ AGCCGC
948
+ AGCCGG
949
+ AGCGAA
950
+ AGCGAT
951
+ AGCGAC
952
+ AGCGAG
953
+ AGCGTA
954
+ AGCGTT
955
+ AGCGTC
956
+ AGCGTG
957
+ AGCGCA
958
+ AGCGCT
959
+ AGCGCC
960
+ AGCGCG
961
+ AGCGGA
962
+ AGCGGT
963
+ AGCGGC
964
+ AGCGGG
965
+ AGGAAA
966
+ AGGAAT
967
+ AGGAAC
968
+ AGGAAG
969
+ AGGATA
970
+ AGGATT
971
+ AGGATC
972
+ AGGATG
973
+ AGGACA
974
+ AGGACT
975
+ AGGACC
976
+ AGGACG
977
+ AGGAGA
978
+ AGGAGT
979
+ AGGAGC
980
+ AGGAGG
981
+ AGGTAA
982
+ AGGTAT
983
+ AGGTAC
984
+ AGGTAG
985
+ AGGTTA
986
+ AGGTTT
987
+ AGGTTC
988
+ AGGTTG
989
+ AGGTCA
990
+ AGGTCT
991
+ AGGTCC
992
+ AGGTCG
993
+ AGGTGA
994
+ AGGTGT
995
+ AGGTGC
996
+ AGGTGG
997
+ AGGCAA
998
+ AGGCAT
999
+ AGGCAC
1000
+ AGGCAG
1001
+ AGGCTA
1002
+ AGGCTT
1003
+ AGGCTC
1004
+ AGGCTG
1005
+ AGGCCA
1006
+ AGGCCT
1007
+ AGGCCC
1008
+ AGGCCG
1009
+ AGGCGA
1010
+ AGGCGT
1011
+ AGGCGC
1012
+ AGGCGG
1013
+ AGGGAA
1014
+ AGGGAT
1015
+ AGGGAC
1016
+ AGGGAG
1017
+ AGGGTA
1018
+ AGGGTT
1019
+ AGGGTC
1020
+ AGGGTG
1021
+ AGGGCA
1022
+ AGGGCT
1023
+ AGGGCC
1024
+ AGGGCG
1025
+ AGGGGA
1026
+ AGGGGT
1027
+ AGGGGC
1028
+ AGGGGG
1029
+ TAAAAA
1030
+ TAAAAT
1031
+ TAAAAC
1032
+ TAAAAG
1033
+ TAAATA
1034
+ TAAATT
1035
+ TAAATC
1036
+ TAAATG
1037
+ TAAACA
1038
+ TAAACT
1039
+ TAAACC
1040
+ TAAACG
1041
+ TAAAGA
1042
+ TAAAGT
1043
+ TAAAGC
1044
+ TAAAGG
1045
+ TAATAA
1046
+ TAATAT
1047
+ TAATAC
1048
+ TAATAG
1049
+ TAATTA
1050
+ TAATTT
1051
+ TAATTC
1052
+ TAATTG
1053
+ TAATCA
1054
+ TAATCT
1055
+ TAATCC
1056
+ TAATCG
1057
+ TAATGA
1058
+ TAATGT
1059
+ TAATGC
1060
+ TAATGG
1061
+ TAACAA
1062
+ TAACAT
1063
+ TAACAC
1064
+ TAACAG
1065
+ TAACTA
1066
+ TAACTT
1067
+ TAACTC
1068
+ TAACTG
1069
+ TAACCA
1070
+ TAACCT
1071
+ TAACCC
1072
+ TAACCG
1073
+ TAACGA
1074
+ TAACGT
1075
+ TAACGC
1076
+ TAACGG
1077
+ TAAGAA
1078
+ TAAGAT
1079
+ TAAGAC
1080
+ TAAGAG
1081
+ TAAGTA
1082
+ TAAGTT
1083
+ TAAGTC
1084
+ TAAGTG
1085
+ TAAGCA
1086
+ TAAGCT
1087
+ TAAGCC
1088
+ TAAGCG
1089
+ TAAGGA
1090
+ TAAGGT
1091
+ TAAGGC
1092
+ TAAGGG
1093
+ TATAAA
1094
+ TATAAT
1095
+ TATAAC
1096
+ TATAAG
1097
+ TATATA
1098
+ TATATT
1099
+ TATATC
1100
+ TATATG
1101
+ TATACA
1102
+ TATACT
1103
+ TATACC
1104
+ TATACG
1105
+ TATAGA
1106
+ TATAGT
1107
+ TATAGC
1108
+ TATAGG
1109
+ TATTAA
1110
+ TATTAT
1111
+ TATTAC
1112
+ TATTAG
1113
+ TATTTA
1114
+ TATTTT
1115
+ TATTTC
1116
+ TATTTG
1117
+ TATTCA
1118
+ TATTCT
1119
+ TATTCC
1120
+ TATTCG
1121
+ TATTGA
1122
+ TATTGT
1123
+ TATTGC
1124
+ TATTGG
1125
+ TATCAA
1126
+ TATCAT
1127
+ TATCAC
1128
+ TATCAG
1129
+ TATCTA
1130
+ TATCTT
1131
+ TATCTC
1132
+ TATCTG
1133
+ TATCCA
1134
+ TATCCT
1135
+ TATCCC
1136
+ TATCCG
1137
+ TATCGA
1138
+ TATCGT
1139
+ TATCGC
1140
+ TATCGG
1141
+ TATGAA
1142
+ TATGAT
1143
+ TATGAC
1144
+ TATGAG
1145
+ TATGTA
1146
+ TATGTT
1147
+ TATGTC
1148
+ TATGTG
1149
+ TATGCA
1150
+ TATGCT
1151
+ TATGCC
1152
+ TATGCG
1153
+ TATGGA
1154
+ TATGGT
1155
+ TATGGC
1156
+ TATGGG
1157
+ TACAAA
1158
+ TACAAT
1159
+ TACAAC
1160
+ TACAAG
1161
+ TACATA
1162
+ TACATT
1163
+ TACATC
1164
+ TACATG
1165
+ TACACA
1166
+ TACACT
1167
+ TACACC
1168
+ TACACG
1169
+ TACAGA
1170
+ TACAGT
1171
+ TACAGC
1172
+ TACAGG
1173
+ TACTAA
1174
+ TACTAT
1175
+ TACTAC
1176
+ TACTAG
1177
+ TACTTA
1178
+ TACTTT
1179
+ TACTTC
1180
+ TACTTG
1181
+ TACTCA
1182
+ TACTCT
1183
+ TACTCC
1184
+ TACTCG
1185
+ TACTGA
1186
+ TACTGT
1187
+ TACTGC
1188
+ TACTGG
1189
+ TACCAA
1190
+ TACCAT
1191
+ TACCAC
1192
+ TACCAG
1193
+ TACCTA
1194
+ TACCTT
1195
+ TACCTC
1196
+ TACCTG
1197
+ TACCCA
1198
+ TACCCT
1199
+ TACCCC
1200
+ TACCCG
1201
+ TACCGA
1202
+ TACCGT
1203
+ TACCGC
1204
+ TACCGG
1205
+ TACGAA
1206
+ TACGAT
1207
+ TACGAC
1208
+ TACGAG
1209
+ TACGTA
1210
+ TACGTT
1211
+ TACGTC
1212
+ TACGTG
1213
+ TACGCA
1214
+ TACGCT
1215
+ TACGCC
1216
+ TACGCG
1217
+ TACGGA
1218
+ TACGGT
1219
+ TACGGC
1220
+ TACGGG
1221
+ TAGAAA
1222
+ TAGAAT
1223
+ TAGAAC
1224
+ TAGAAG
1225
+ TAGATA
1226
+ TAGATT
1227
+ TAGATC
1228
+ TAGATG
1229
+ TAGACA
1230
+ TAGACT
1231
+ TAGACC
1232
+ TAGACG
1233
+ TAGAGA
1234
+ TAGAGT
1235
+ TAGAGC
1236
+ TAGAGG
1237
+ TAGTAA
1238
+ TAGTAT
1239
+ TAGTAC
1240
+ TAGTAG
1241
+ TAGTTA
1242
+ TAGTTT
1243
+ TAGTTC
1244
+ TAGTTG
1245
+ TAGTCA
1246
+ TAGTCT
1247
+ TAGTCC
1248
+ TAGTCG
1249
+ TAGTGA
1250
+ TAGTGT
1251
+ TAGTGC
1252
+ TAGTGG
1253
+ TAGCAA
1254
+ TAGCAT
1255
+ TAGCAC
1256
+ TAGCAG
1257
+ TAGCTA
1258
+ TAGCTT
1259
+ TAGCTC
1260
+ TAGCTG
1261
+ TAGCCA
1262
+ TAGCCT
1263
+ TAGCCC
1264
+ TAGCCG
1265
+ TAGCGA
1266
+ TAGCGT
1267
+ TAGCGC
1268
+ TAGCGG
1269
+ TAGGAA
1270
+ TAGGAT
1271
+ TAGGAC
1272
+ TAGGAG
1273
+ TAGGTA
1274
+ TAGGTT
1275
+ TAGGTC
1276
+ TAGGTG
1277
+ TAGGCA
1278
+ TAGGCT
1279
+ TAGGCC
1280
+ TAGGCG
1281
+ TAGGGA
1282
+ TAGGGT
1283
+ TAGGGC
1284
+ TAGGGG
1285
+ TTAAAA
1286
+ TTAAAT
1287
+ TTAAAC
1288
+ TTAAAG
1289
+ TTAATA
1290
+ TTAATT
1291
+ TTAATC
1292
+ TTAATG
1293
+ TTAACA
1294
+ TTAACT
1295
+ TTAACC
1296
+ TTAACG
1297
+ TTAAGA
1298
+ TTAAGT
1299
+ TTAAGC
1300
+ TTAAGG
1301
+ TTATAA
1302
+ TTATAT
1303
+ TTATAC
1304
+ TTATAG
1305
+ TTATTA
1306
+ TTATTT
1307
+ TTATTC
1308
+ TTATTG
1309
+ TTATCA
1310
+ TTATCT
1311
+ TTATCC
1312
+ TTATCG
1313
+ TTATGA
1314
+ TTATGT
1315
+ TTATGC
1316
+ TTATGG
1317
+ TTACAA
1318
+ TTACAT
1319
+ TTACAC
1320
+ TTACAG
1321
+ TTACTA
1322
+ TTACTT
1323
+ TTACTC
1324
+ TTACTG
1325
+ TTACCA
1326
+ TTACCT
1327
+ TTACCC
1328
+ TTACCG
1329
+ TTACGA
1330
+ TTACGT
1331
+ TTACGC
1332
+ TTACGG
1333
+ TTAGAA
1334
+ TTAGAT
1335
+ TTAGAC
1336
+ TTAGAG
1337
+ TTAGTA
1338
+ TTAGTT
1339
+ TTAGTC
1340
+ TTAGTG
1341
+ TTAGCA
1342
+ TTAGCT
1343
+ TTAGCC
1344
+ TTAGCG
1345
+ TTAGGA
1346
+ TTAGGT
1347
+ TTAGGC
1348
+ TTAGGG
1349
+ TTTAAA
1350
+ TTTAAT
1351
+ TTTAAC
1352
+ TTTAAG
1353
+ TTTATA
1354
+ TTTATT
1355
+ TTTATC
1356
+ TTTATG
1357
+ TTTACA
1358
+ TTTACT
1359
+ TTTACC
1360
+ TTTACG
1361
+ TTTAGA
1362
+ TTTAGT
1363
+ TTTAGC
1364
+ TTTAGG
1365
+ TTTTAA
1366
+ TTTTAT
1367
+ TTTTAC
1368
+ TTTTAG
1369
+ TTTTTA
1370
+ TTTTTT
1371
+ TTTTTC
1372
+ TTTTTG
1373
+ TTTTCA
1374
+ TTTTCT
1375
+ TTTTCC
1376
+ TTTTCG
1377
+ TTTTGA
1378
+ TTTTGT
1379
+ TTTTGC
1380
+ TTTTGG
1381
+ TTTCAA
1382
+ TTTCAT
1383
+ TTTCAC
1384
+ TTTCAG
1385
+ TTTCTA
1386
+ TTTCTT
1387
+ TTTCTC
1388
+ TTTCTG
1389
+ TTTCCA
1390
+ TTTCCT
1391
+ TTTCCC
1392
+ TTTCCG
1393
+ TTTCGA
1394
+ TTTCGT
1395
+ TTTCGC
1396
+ TTTCGG
1397
+ TTTGAA
1398
+ TTTGAT
1399
+ TTTGAC
1400
+ TTTGAG
1401
+ TTTGTA
1402
+ TTTGTT
1403
+ TTTGTC
1404
+ TTTGTG
1405
+ TTTGCA
1406
+ TTTGCT
1407
+ TTTGCC
1408
+ TTTGCG
1409
+ TTTGGA
1410
+ TTTGGT
1411
+ TTTGGC
1412
+ TTTGGG
1413
+ TTCAAA
1414
+ TTCAAT
1415
+ TTCAAC
1416
+ TTCAAG
1417
+ TTCATA
1418
+ TTCATT
1419
+ TTCATC
1420
+ TTCATG
1421
+ TTCACA
1422
+ TTCACT
1423
+ TTCACC
1424
+ TTCACG
1425
+ TTCAGA
1426
+ TTCAGT
1427
+ TTCAGC
1428
+ TTCAGG
1429
+ TTCTAA
1430
+ TTCTAT
1431
+ TTCTAC
1432
+ TTCTAG
1433
+ TTCTTA
1434
+ TTCTTT
1435
+ TTCTTC
1436
+ TTCTTG
1437
+ TTCTCA
1438
+ TTCTCT
1439
+ TTCTCC
1440
+ TTCTCG
1441
+ TTCTGA
1442
+ TTCTGT
1443
+ TTCTGC
1444
+ TTCTGG
1445
+ TTCCAA
1446
+ TTCCAT
1447
+ TTCCAC
1448
+ TTCCAG
1449
+ TTCCTA
1450
+ TTCCTT
1451
+ TTCCTC
1452
+ TTCCTG
1453
+ TTCCCA
1454
+ TTCCCT
1455
+ TTCCCC
1456
+ TTCCCG
1457
+ TTCCGA
1458
+ TTCCGT
1459
+ TTCCGC
1460
+ TTCCGG
1461
+ TTCGAA
1462
+ TTCGAT
1463
+ TTCGAC
1464
+ TTCGAG
1465
+ TTCGTA
1466
+ TTCGTT
1467
+ TTCGTC
1468
+ TTCGTG
1469
+ TTCGCA
1470
+ TTCGCT
1471
+ TTCGCC
1472
+ TTCGCG
1473
+ TTCGGA
1474
+ TTCGGT
1475
+ TTCGGC
1476
+ TTCGGG
1477
+ TTGAAA
1478
+ TTGAAT
1479
+ TTGAAC
1480
+ TTGAAG
1481
+ TTGATA
1482
+ TTGATT
1483
+ TTGATC
1484
+ TTGATG
1485
+ TTGACA
1486
+ TTGACT
1487
+ TTGACC
1488
+ TTGACG
1489
+ TTGAGA
1490
+ TTGAGT
1491
+ TTGAGC
1492
+ TTGAGG
1493
+ TTGTAA
1494
+ TTGTAT
1495
+ TTGTAC
1496
+ TTGTAG
1497
+ TTGTTA
1498
+ TTGTTT
1499
+ TTGTTC
1500
+ TTGTTG
1501
+ TTGTCA
1502
+ TTGTCT
1503
+ TTGTCC
1504
+ TTGTCG
1505
+ TTGTGA
1506
+ TTGTGT
1507
+ TTGTGC
1508
+ TTGTGG
1509
+ TTGCAA
1510
+ TTGCAT
1511
+ TTGCAC
1512
+ TTGCAG
1513
+ TTGCTA
1514
+ TTGCTT
1515
+ TTGCTC
1516
+ TTGCTG
1517
+ TTGCCA
1518
+ TTGCCT
1519
+ TTGCCC
1520
+ TTGCCG
1521
+ TTGCGA
1522
+ TTGCGT
1523
+ TTGCGC
1524
+ TTGCGG
1525
+ TTGGAA
1526
+ TTGGAT
1527
+ TTGGAC
1528
+ TTGGAG
1529
+ TTGGTA
1530
+ TTGGTT
1531
+ TTGGTC
1532
+ TTGGTG
1533
+ TTGGCA
1534
+ TTGGCT
1535
+ TTGGCC
1536
+ TTGGCG
1537
+ TTGGGA
1538
+ TTGGGT
1539
+ TTGGGC
1540
+ TTGGGG
1541
+ TCAAAA
1542
+ TCAAAT
1543
+ TCAAAC
1544
+ TCAAAG
1545
+ TCAATA
1546
+ TCAATT
1547
+ TCAATC
1548
+ TCAATG
1549
+ TCAACA
1550
+ TCAACT
1551
+ TCAACC
1552
+ TCAACG
1553
+ TCAAGA
1554
+ TCAAGT
1555
+ TCAAGC
1556
+ TCAAGG
1557
+ TCATAA
1558
+ TCATAT
1559
+ TCATAC
1560
+ TCATAG
1561
+ TCATTA
1562
+ TCATTT
1563
+ TCATTC
1564
+ TCATTG
1565
+ TCATCA
1566
+ TCATCT
1567
+ TCATCC
1568
+ TCATCG
1569
+ TCATGA
1570
+ TCATGT
1571
+ TCATGC
1572
+ TCATGG
1573
+ TCACAA
1574
+ TCACAT
1575
+ TCACAC
1576
+ TCACAG
1577
+ TCACTA
1578
+ TCACTT
1579
+ TCACTC
1580
+ TCACTG
1581
+ TCACCA
1582
+ TCACCT
1583
+ TCACCC
1584
+ TCACCG
1585
+ TCACGA
1586
+ TCACGT
1587
+ TCACGC
1588
+ TCACGG
1589
+ TCAGAA
1590
+ TCAGAT
1591
+ TCAGAC
1592
+ TCAGAG
1593
+ TCAGTA
1594
+ TCAGTT
1595
+ TCAGTC
1596
+ TCAGTG
1597
+ TCAGCA
1598
+ TCAGCT
1599
+ TCAGCC
1600
+ TCAGCG
1601
+ TCAGGA
1602
+ TCAGGT
1603
+ TCAGGC
1604
+ TCAGGG
1605
+ TCTAAA
1606
+ TCTAAT
1607
+ TCTAAC
1608
+ TCTAAG
1609
+ TCTATA
1610
+ TCTATT
1611
+ TCTATC
1612
+ TCTATG
1613
+ TCTACA
1614
+ TCTACT
1615
+ TCTACC
1616
+ TCTACG
1617
+ TCTAGA
1618
+ TCTAGT
1619
+ TCTAGC
1620
+ TCTAGG
1621
+ TCTTAA
1622
+ TCTTAT
1623
+ TCTTAC
1624
+ TCTTAG
1625
+ TCTTTA
1626
+ TCTTTT
1627
+ TCTTTC
1628
+ TCTTTG
1629
+ TCTTCA
1630
+ TCTTCT
1631
+ TCTTCC
1632
+ TCTTCG
1633
+ TCTTGA
1634
+ TCTTGT
1635
+ TCTTGC
1636
+ TCTTGG
1637
+ TCTCAA
1638
+ TCTCAT
1639
+ TCTCAC
1640
+ TCTCAG
1641
+ TCTCTA
1642
+ TCTCTT
1643
+ TCTCTC
1644
+ TCTCTG
1645
+ TCTCCA
1646
+ TCTCCT
1647
+ TCTCCC
1648
+ TCTCCG
1649
+ TCTCGA
1650
+ TCTCGT
1651
+ TCTCGC
1652
+ TCTCGG
1653
+ TCTGAA
1654
+ TCTGAT
1655
+ TCTGAC
1656
+ TCTGAG
1657
+ TCTGTA
1658
+ TCTGTT
1659
+ TCTGTC
1660
+ TCTGTG
1661
+ TCTGCA
1662
+ TCTGCT
1663
+ TCTGCC
1664
+ TCTGCG
1665
+ TCTGGA
1666
+ TCTGGT
1667
+ TCTGGC
1668
+ TCTGGG
1669
+ TCCAAA
1670
+ TCCAAT
1671
+ TCCAAC
1672
+ TCCAAG
1673
+ TCCATA
1674
+ TCCATT
1675
+ TCCATC
1676
+ TCCATG
1677
+ TCCACA
1678
+ TCCACT
1679
+ TCCACC
1680
+ TCCACG
1681
+ TCCAGA
1682
+ TCCAGT
1683
+ TCCAGC
1684
+ TCCAGG
1685
+ TCCTAA
1686
+ TCCTAT
1687
+ TCCTAC
1688
+ TCCTAG
1689
+ TCCTTA
1690
+ TCCTTT
1691
+ TCCTTC
1692
+ TCCTTG
1693
+ TCCTCA
1694
+ TCCTCT
1695
+ TCCTCC
1696
+ TCCTCG
1697
+ TCCTGA
1698
+ TCCTGT
1699
+ TCCTGC
1700
+ TCCTGG
1701
+ TCCCAA
1702
+ TCCCAT
1703
+ TCCCAC
1704
+ TCCCAG
1705
+ TCCCTA
1706
+ TCCCTT
1707
+ TCCCTC
1708
+ TCCCTG
1709
+ TCCCCA
1710
+ TCCCCT
1711
+ TCCCCC
1712
+ TCCCCG
1713
+ TCCCGA
1714
+ TCCCGT
1715
+ TCCCGC
1716
+ TCCCGG
1717
+ TCCGAA
1718
+ TCCGAT
1719
+ TCCGAC
1720
+ TCCGAG
1721
+ TCCGTA
1722
+ TCCGTT
1723
+ TCCGTC
1724
+ TCCGTG
1725
+ TCCGCA
1726
+ TCCGCT
1727
+ TCCGCC
1728
+ TCCGCG
1729
+ TCCGGA
1730
+ TCCGGT
1731
+ TCCGGC
1732
+ TCCGGG
1733
+ TCGAAA
1734
+ TCGAAT
1735
+ TCGAAC
1736
+ TCGAAG
1737
+ TCGATA
1738
+ TCGATT
1739
+ TCGATC
1740
+ TCGATG
1741
+ TCGACA
1742
+ TCGACT
1743
+ TCGACC
1744
+ TCGACG
1745
+ TCGAGA
1746
+ TCGAGT
1747
+ TCGAGC
1748
+ TCGAGG
1749
+ TCGTAA
1750
+ TCGTAT
1751
+ TCGTAC
1752
+ TCGTAG
1753
+ TCGTTA
1754
+ TCGTTT
1755
+ TCGTTC
1756
+ TCGTTG
1757
+ TCGTCA
1758
+ TCGTCT
1759
+ TCGTCC
1760
+ TCGTCG
1761
+ TCGTGA
1762
+ TCGTGT
1763
+ TCGTGC
1764
+ TCGTGG
1765
+ TCGCAA
1766
+ TCGCAT
1767
+ TCGCAC
1768
+ TCGCAG
1769
+ TCGCTA
1770
+ TCGCTT
1771
+ TCGCTC
1772
+ TCGCTG
1773
+ TCGCCA
1774
+ TCGCCT
1775
+ TCGCCC
1776
+ TCGCCG
1777
+ TCGCGA
1778
+ TCGCGT
1779
+ TCGCGC
1780
+ TCGCGG
1781
+ TCGGAA
1782
+ TCGGAT
1783
+ TCGGAC
1784
+ TCGGAG
1785
+ TCGGTA
1786
+ TCGGTT
1787
+ TCGGTC
1788
+ TCGGTG
1789
+ TCGGCA
1790
+ TCGGCT
1791
+ TCGGCC
1792
+ TCGGCG
1793
+ TCGGGA
1794
+ TCGGGT
1795
+ TCGGGC
1796
+ TCGGGG
1797
+ TGAAAA
1798
+ TGAAAT
1799
+ TGAAAC
1800
+ TGAAAG
1801
+ TGAATA
1802
+ TGAATT
1803
+ TGAATC
1804
+ TGAATG
1805
+ TGAACA
1806
+ TGAACT
1807
+ TGAACC
1808
+ TGAACG
1809
+ TGAAGA
1810
+ TGAAGT
1811
+ TGAAGC
1812
+ TGAAGG
1813
+ TGATAA
1814
+ TGATAT
1815
+ TGATAC
1816
+ TGATAG
1817
+ TGATTA
1818
+ TGATTT
1819
+ TGATTC
1820
+ TGATTG
1821
+ TGATCA
1822
+ TGATCT
1823
+ TGATCC
1824
+ TGATCG
1825
+ TGATGA
1826
+ TGATGT
1827
+ TGATGC
1828
+ TGATGG
1829
+ TGACAA
1830
+ TGACAT
1831
+ TGACAC
1832
+ TGACAG
1833
+ TGACTA
1834
+ TGACTT
1835
+ TGACTC
1836
+ TGACTG
1837
+ TGACCA
1838
+ TGACCT
1839
+ TGACCC
1840
+ TGACCG
1841
+ TGACGA
1842
+ TGACGT
1843
+ TGACGC
1844
+ TGACGG
1845
+ TGAGAA
1846
+ TGAGAT
1847
+ TGAGAC
1848
+ TGAGAG
1849
+ TGAGTA
1850
+ TGAGTT
1851
+ TGAGTC
1852
+ TGAGTG
1853
+ TGAGCA
1854
+ TGAGCT
1855
+ TGAGCC
1856
+ TGAGCG
1857
+ TGAGGA
1858
+ TGAGGT
1859
+ TGAGGC
1860
+ TGAGGG
1861
+ TGTAAA
1862
+ TGTAAT
1863
+ TGTAAC
1864
+ TGTAAG
1865
+ TGTATA
1866
+ TGTATT
1867
+ TGTATC
1868
+ TGTATG
1869
+ TGTACA
1870
+ TGTACT
1871
+ TGTACC
1872
+ TGTACG
1873
+ TGTAGA
1874
+ TGTAGT
1875
+ TGTAGC
1876
+ TGTAGG
1877
+ TGTTAA
1878
+ TGTTAT
1879
+ TGTTAC
1880
+ TGTTAG
1881
+ TGTTTA
1882
+ TGTTTT
1883
+ TGTTTC
1884
+ TGTTTG
1885
+ TGTTCA
1886
+ TGTTCT
1887
+ TGTTCC
1888
+ TGTTCG
1889
+ TGTTGA
1890
+ TGTTGT
1891
+ TGTTGC
1892
+ TGTTGG
1893
+ TGTCAA
1894
+ TGTCAT
1895
+ TGTCAC
1896
+ TGTCAG
1897
+ TGTCTA
1898
+ TGTCTT
1899
+ TGTCTC
1900
+ TGTCTG
1901
+ TGTCCA
1902
+ TGTCCT
1903
+ TGTCCC
1904
+ TGTCCG
1905
+ TGTCGA
1906
+ TGTCGT
1907
+ TGTCGC
1908
+ TGTCGG
1909
+ TGTGAA
1910
+ TGTGAT
1911
+ TGTGAC
1912
+ TGTGAG
1913
+ TGTGTA
1914
+ TGTGTT
1915
+ TGTGTC
1916
+ TGTGTG
1917
+ TGTGCA
1918
+ TGTGCT
1919
+ TGTGCC
1920
+ TGTGCG
1921
+ TGTGGA
1922
+ TGTGGT
1923
+ TGTGGC
1924
+ TGTGGG
1925
+ TGCAAA
1926
+ TGCAAT
1927
+ TGCAAC
1928
+ TGCAAG
1929
+ TGCATA
1930
+ TGCATT
1931
+ TGCATC
1932
+ TGCATG
1933
+ TGCACA
1934
+ TGCACT
1935
+ TGCACC
1936
+ TGCACG
1937
+ TGCAGA
1938
+ TGCAGT
1939
+ TGCAGC
1940
+ TGCAGG
1941
+ TGCTAA
1942
+ TGCTAT
1943
+ TGCTAC
1944
+ TGCTAG
1945
+ TGCTTA
1946
+ TGCTTT
1947
+ TGCTTC
1948
+ TGCTTG
1949
+ TGCTCA
1950
+ TGCTCT
1951
+ TGCTCC
1952
+ TGCTCG
1953
+ TGCTGA
1954
+ TGCTGT
1955
+ TGCTGC
1956
+ TGCTGG
1957
+ TGCCAA
1958
+ TGCCAT
1959
+ TGCCAC
1960
+ TGCCAG
1961
+ TGCCTA
1962
+ TGCCTT
1963
+ TGCCTC
1964
+ TGCCTG
1965
+ TGCCCA
1966
+ TGCCCT
1967
+ TGCCCC
1968
+ TGCCCG
1969
+ TGCCGA
1970
+ TGCCGT
1971
+ TGCCGC
1972
+ TGCCGG
1973
+ TGCGAA
1974
+ TGCGAT
1975
+ TGCGAC
1976
+ TGCGAG
1977
+ TGCGTA
1978
+ TGCGTT
1979
+ TGCGTC
1980
+ TGCGTG
1981
+ TGCGCA
1982
+ TGCGCT
1983
+ TGCGCC
1984
+ TGCGCG
1985
+ TGCGGA
1986
+ TGCGGT
1987
+ TGCGGC
1988
+ TGCGGG
1989
+ TGGAAA
1990
+ TGGAAT
1991
+ TGGAAC
1992
+ TGGAAG
1993
+ TGGATA
1994
+ TGGATT
1995
+ TGGATC
1996
+ TGGATG
1997
+ TGGACA
1998
+ TGGACT
1999
+ TGGACC
2000
+ TGGACG
2001
+ TGGAGA
2002
+ TGGAGT
2003
+ TGGAGC
2004
+ TGGAGG
2005
+ TGGTAA
2006
+ TGGTAT
2007
+ TGGTAC
2008
+ TGGTAG
2009
+ TGGTTA
2010
+ TGGTTT
2011
+ TGGTTC
2012
+ TGGTTG
2013
+ TGGTCA
2014
+ TGGTCT
2015
+ TGGTCC
2016
+ TGGTCG
2017
+ TGGTGA
2018
+ TGGTGT
2019
+ TGGTGC
2020
+ TGGTGG
2021
+ TGGCAA
2022
+ TGGCAT
2023
+ TGGCAC
2024
+ TGGCAG
2025
+ TGGCTA
2026
+ TGGCTT
2027
+ TGGCTC
2028
+ TGGCTG
2029
+ TGGCCA
2030
+ TGGCCT
2031
+ TGGCCC
2032
+ TGGCCG
2033
+ TGGCGA
2034
+ TGGCGT
2035
+ TGGCGC
2036
+ TGGCGG
2037
+ TGGGAA
2038
+ TGGGAT
2039
+ TGGGAC
2040
+ TGGGAG
2041
+ TGGGTA
2042
+ TGGGTT
2043
+ TGGGTC
2044
+ TGGGTG
2045
+ TGGGCA
2046
+ TGGGCT
2047
+ TGGGCC
2048
+ TGGGCG
2049
+ TGGGGA
2050
+ TGGGGT
2051
+ TGGGGC
2052
+ TGGGGG
2053
+ CAAAAA
2054
+ CAAAAT
2055
+ CAAAAC
2056
+ CAAAAG
2057
+ CAAATA
2058
+ CAAATT
2059
+ CAAATC
2060
+ CAAATG
2061
+ CAAACA
2062
+ CAAACT
2063
+ CAAACC
2064
+ CAAACG
2065
+ CAAAGA
2066
+ CAAAGT
2067
+ CAAAGC
2068
+ CAAAGG
2069
+ CAATAA
2070
+ CAATAT
2071
+ CAATAC
2072
+ CAATAG
2073
+ CAATTA
2074
+ CAATTT
2075
+ CAATTC
2076
+ CAATTG
2077
+ CAATCA
2078
+ CAATCT
2079
+ CAATCC
2080
+ CAATCG
2081
+ CAATGA
2082
+ CAATGT
2083
+ CAATGC
2084
+ CAATGG
2085
+ CAACAA
2086
+ CAACAT
2087
+ CAACAC
2088
+ CAACAG
2089
+ CAACTA
2090
+ CAACTT
2091
+ CAACTC
2092
+ CAACTG
2093
+ CAACCA
2094
+ CAACCT
2095
+ CAACCC
2096
+ CAACCG
2097
+ CAACGA
2098
+ CAACGT
2099
+ CAACGC
2100
+ CAACGG
2101
+ CAAGAA
2102
+ CAAGAT
2103
+ CAAGAC
2104
+ CAAGAG
2105
+ CAAGTA
2106
+ CAAGTT
2107
+ CAAGTC
2108
+ CAAGTG
2109
+ CAAGCA
2110
+ CAAGCT
2111
+ CAAGCC
2112
+ CAAGCG
2113
+ CAAGGA
2114
+ CAAGGT
2115
+ CAAGGC
2116
+ CAAGGG
2117
+ CATAAA
2118
+ CATAAT
2119
+ CATAAC
2120
+ CATAAG
2121
+ CATATA
2122
+ CATATT
2123
+ CATATC
2124
+ CATATG
2125
+ CATACA
2126
+ CATACT
2127
+ CATACC
2128
+ CATACG
2129
+ CATAGA
2130
+ CATAGT
2131
+ CATAGC
2132
+ CATAGG
2133
+ CATTAA
2134
+ CATTAT
2135
+ CATTAC
2136
+ CATTAG
2137
+ CATTTA
2138
+ CATTTT
2139
+ CATTTC
2140
+ CATTTG
2141
+ CATTCA
2142
+ CATTCT
2143
+ CATTCC
2144
+ CATTCG
2145
+ CATTGA
2146
+ CATTGT
2147
+ CATTGC
2148
+ CATTGG
2149
+ CATCAA
2150
+ CATCAT
2151
+ CATCAC
2152
+ CATCAG
2153
+ CATCTA
2154
+ CATCTT
2155
+ CATCTC
2156
+ CATCTG
2157
+ CATCCA
2158
+ CATCCT
2159
+ CATCCC
2160
+ CATCCG
2161
+ CATCGA
2162
+ CATCGT
2163
+ CATCGC
2164
+ CATCGG
2165
+ CATGAA
2166
+ CATGAT
2167
+ CATGAC
2168
+ CATGAG
2169
+ CATGTA
2170
+ CATGTT
2171
+ CATGTC
2172
+ CATGTG
2173
+ CATGCA
2174
+ CATGCT
2175
+ CATGCC
2176
+ CATGCG
2177
+ CATGGA
2178
+ CATGGT
2179
+ CATGGC
2180
+ CATGGG
2181
+ CACAAA
2182
+ CACAAT
2183
+ CACAAC
2184
+ CACAAG
2185
+ CACATA
2186
+ CACATT
2187
+ CACATC
2188
+ CACATG
2189
+ CACACA
2190
+ CACACT
2191
+ CACACC
2192
+ CACACG
2193
+ CACAGA
2194
+ CACAGT
2195
+ CACAGC
2196
+ CACAGG
2197
+ CACTAA
2198
+ CACTAT
2199
+ CACTAC
2200
+ CACTAG
2201
+ CACTTA
2202
+ CACTTT
2203
+ CACTTC
2204
+ CACTTG
2205
+ CACTCA
2206
+ CACTCT
2207
+ CACTCC
2208
+ CACTCG
2209
+ CACTGA
2210
+ CACTGT
2211
+ CACTGC
2212
+ CACTGG
2213
+ CACCAA
2214
+ CACCAT
2215
+ CACCAC
2216
+ CACCAG
2217
+ CACCTA
2218
+ CACCTT
2219
+ CACCTC
2220
+ CACCTG
2221
+ CACCCA
2222
+ CACCCT
2223
+ CACCCC
2224
+ CACCCG
2225
+ CACCGA
2226
+ CACCGT
2227
+ CACCGC
2228
+ CACCGG
2229
+ CACGAA
2230
+ CACGAT
2231
+ CACGAC
2232
+ CACGAG
2233
+ CACGTA
2234
+ CACGTT
2235
+ CACGTC
2236
+ CACGTG
2237
+ CACGCA
2238
+ CACGCT
2239
+ CACGCC
2240
+ CACGCG
2241
+ CACGGA
2242
+ CACGGT
2243
+ CACGGC
2244
+ CACGGG
2245
+ CAGAAA
2246
+ CAGAAT
2247
+ CAGAAC
2248
+ CAGAAG
2249
+ CAGATA
2250
+ CAGATT
2251
+ CAGATC
2252
+ CAGATG
2253
+ CAGACA
2254
+ CAGACT
2255
+ CAGACC
2256
+ CAGACG
2257
+ CAGAGA
2258
+ CAGAGT
2259
+ CAGAGC
2260
+ CAGAGG
2261
+ CAGTAA
2262
+ CAGTAT
2263
+ CAGTAC
2264
+ CAGTAG
2265
+ CAGTTA
2266
+ CAGTTT
2267
+ CAGTTC
2268
+ CAGTTG
2269
+ CAGTCA
2270
+ CAGTCT
2271
+ CAGTCC
2272
+ CAGTCG
2273
+ CAGTGA
2274
+ CAGTGT
2275
+ CAGTGC
2276
+ CAGTGG
2277
+ CAGCAA
2278
+ CAGCAT
2279
+ CAGCAC
2280
+ CAGCAG
2281
+ CAGCTA
2282
+ CAGCTT
2283
+ CAGCTC
2284
+ CAGCTG
2285
+ CAGCCA
2286
+ CAGCCT
2287
+ CAGCCC
2288
+ CAGCCG
2289
+ CAGCGA
2290
+ CAGCGT
2291
+ CAGCGC
2292
+ CAGCGG
2293
+ CAGGAA
2294
+ CAGGAT
2295
+ CAGGAC
2296
+ CAGGAG
2297
+ CAGGTA
2298
+ CAGGTT
2299
+ CAGGTC
2300
+ CAGGTG
2301
+ CAGGCA
2302
+ CAGGCT
2303
+ CAGGCC
2304
+ CAGGCG
2305
+ CAGGGA
2306
+ CAGGGT
2307
+ CAGGGC
2308
+ CAGGGG
2309
+ CTAAAA
2310
+ CTAAAT
2311
+ CTAAAC
2312
+ CTAAAG
2313
+ CTAATA
2314
+ CTAATT
2315
+ CTAATC
2316
+ CTAATG
2317
+ CTAACA
2318
+ CTAACT
2319
+ CTAACC
2320
+ CTAACG
2321
+ CTAAGA
2322
+ CTAAGT
2323
+ CTAAGC
2324
+ CTAAGG
2325
+ CTATAA
2326
+ CTATAT
2327
+ CTATAC
2328
+ CTATAG
2329
+ CTATTA
2330
+ CTATTT
2331
+ CTATTC
2332
+ CTATTG
2333
+ CTATCA
2334
+ CTATCT
2335
+ CTATCC
2336
+ CTATCG
2337
+ CTATGA
2338
+ CTATGT
2339
+ CTATGC
2340
+ CTATGG
2341
+ CTACAA
2342
+ CTACAT
2343
+ CTACAC
2344
+ CTACAG
2345
+ CTACTA
2346
+ CTACTT
2347
+ CTACTC
2348
+ CTACTG
2349
+ CTACCA
2350
+ CTACCT
2351
+ CTACCC
2352
+ CTACCG
2353
+ CTACGA
2354
+ CTACGT
2355
+ CTACGC
2356
+ CTACGG
2357
+ CTAGAA
2358
+ CTAGAT
2359
+ CTAGAC
2360
+ CTAGAG
2361
+ CTAGTA
2362
+ CTAGTT
2363
+ CTAGTC
2364
+ CTAGTG
2365
+ CTAGCA
2366
+ CTAGCT
2367
+ CTAGCC
2368
+ CTAGCG
2369
+ CTAGGA
2370
+ CTAGGT
2371
+ CTAGGC
2372
+ CTAGGG
2373
+ CTTAAA
2374
+ CTTAAT
2375
+ CTTAAC
2376
+ CTTAAG
2377
+ CTTATA
2378
+ CTTATT
2379
+ CTTATC
2380
+ CTTATG
2381
+ CTTACA
2382
+ CTTACT
2383
+ CTTACC
2384
+ CTTACG
2385
+ CTTAGA
2386
+ CTTAGT
2387
+ CTTAGC
2388
+ CTTAGG
2389
+ CTTTAA
2390
+ CTTTAT
2391
+ CTTTAC
2392
+ CTTTAG
2393
+ CTTTTA
2394
+ CTTTTT
2395
+ CTTTTC
2396
+ CTTTTG
2397
+ CTTTCA
2398
+ CTTTCT
2399
+ CTTTCC
2400
+ CTTTCG
2401
+ CTTTGA
2402
+ CTTTGT
2403
+ CTTTGC
2404
+ CTTTGG
2405
+ CTTCAA
2406
+ CTTCAT
2407
+ CTTCAC
2408
+ CTTCAG
2409
+ CTTCTA
2410
+ CTTCTT
2411
+ CTTCTC
2412
+ CTTCTG
2413
+ CTTCCA
2414
+ CTTCCT
2415
+ CTTCCC
2416
+ CTTCCG
2417
+ CTTCGA
2418
+ CTTCGT
2419
+ CTTCGC
2420
+ CTTCGG
2421
+ CTTGAA
2422
+ CTTGAT
2423
+ CTTGAC
2424
+ CTTGAG
2425
+ CTTGTA
2426
+ CTTGTT
2427
+ CTTGTC
2428
+ CTTGTG
2429
+ CTTGCA
2430
+ CTTGCT
2431
+ CTTGCC
2432
+ CTTGCG
2433
+ CTTGGA
2434
+ CTTGGT
2435
+ CTTGGC
2436
+ CTTGGG
2437
+ CTCAAA
2438
+ CTCAAT
2439
+ CTCAAC
2440
+ CTCAAG
2441
+ CTCATA
2442
+ CTCATT
2443
+ CTCATC
2444
+ CTCATG
2445
+ CTCACA
2446
+ CTCACT
2447
+ CTCACC
2448
+ CTCACG
2449
+ CTCAGA
2450
+ CTCAGT
2451
+ CTCAGC
2452
+ CTCAGG
2453
+ CTCTAA
2454
+ CTCTAT
2455
+ CTCTAC
2456
+ CTCTAG
2457
+ CTCTTA
2458
+ CTCTTT
2459
+ CTCTTC
2460
+ CTCTTG
2461
+ CTCTCA
2462
+ CTCTCT
2463
+ CTCTCC
2464
+ CTCTCG
2465
+ CTCTGA
2466
+ CTCTGT
2467
+ CTCTGC
2468
+ CTCTGG
2469
+ CTCCAA
2470
+ CTCCAT
2471
+ CTCCAC
2472
+ CTCCAG
2473
+ CTCCTA
2474
+ CTCCTT
2475
+ CTCCTC
2476
+ CTCCTG
2477
+ CTCCCA
2478
+ CTCCCT
2479
+ CTCCCC
2480
+ CTCCCG
2481
+ CTCCGA
2482
+ CTCCGT
2483
+ CTCCGC
2484
+ CTCCGG
2485
+ CTCGAA
2486
+ CTCGAT
2487
+ CTCGAC
2488
+ CTCGAG
2489
+ CTCGTA
2490
+ CTCGTT
2491
+ CTCGTC
2492
+ CTCGTG
2493
+ CTCGCA
2494
+ CTCGCT
2495
+ CTCGCC
2496
+ CTCGCG
2497
+ CTCGGA
2498
+ CTCGGT
2499
+ CTCGGC
2500
+ CTCGGG
2501
+ CTGAAA
2502
+ CTGAAT
2503
+ CTGAAC
2504
+ CTGAAG
2505
+ CTGATA
2506
+ CTGATT
2507
+ CTGATC
2508
+ CTGATG
2509
+ CTGACA
2510
+ CTGACT
2511
+ CTGACC
2512
+ CTGACG
2513
+ CTGAGA
2514
+ CTGAGT
2515
+ CTGAGC
2516
+ CTGAGG
2517
+ CTGTAA
2518
+ CTGTAT
2519
+ CTGTAC
2520
+ CTGTAG
2521
+ CTGTTA
2522
+ CTGTTT
2523
+ CTGTTC
2524
+ CTGTTG
2525
+ CTGTCA
2526
+ CTGTCT
2527
+ CTGTCC
2528
+ CTGTCG
2529
+ CTGTGA
2530
+ CTGTGT
2531
+ CTGTGC
2532
+ CTGTGG
2533
+ CTGCAA
2534
+ CTGCAT
2535
+ CTGCAC
2536
+ CTGCAG
2537
+ CTGCTA
2538
+ CTGCTT
2539
+ CTGCTC
2540
+ CTGCTG
2541
+ CTGCCA
2542
+ CTGCCT
2543
+ CTGCCC
2544
+ CTGCCG
2545
+ CTGCGA
2546
+ CTGCGT
2547
+ CTGCGC
2548
+ CTGCGG
2549
+ CTGGAA
2550
+ CTGGAT
2551
+ CTGGAC
2552
+ CTGGAG
2553
+ CTGGTA
2554
+ CTGGTT
2555
+ CTGGTC
2556
+ CTGGTG
2557
+ CTGGCA
2558
+ CTGGCT
2559
+ CTGGCC
2560
+ CTGGCG
2561
+ CTGGGA
2562
+ CTGGGT
2563
+ CTGGGC
2564
+ CTGGGG
2565
+ CCAAAA
2566
+ CCAAAT
2567
+ CCAAAC
2568
+ CCAAAG
2569
+ CCAATA
2570
+ CCAATT
2571
+ CCAATC
2572
+ CCAATG
2573
+ CCAACA
2574
+ CCAACT
2575
+ CCAACC
2576
+ CCAACG
2577
+ CCAAGA
2578
+ CCAAGT
2579
+ CCAAGC
2580
+ CCAAGG
2581
+ CCATAA
2582
+ CCATAT
2583
+ CCATAC
2584
+ CCATAG
2585
+ CCATTA
2586
+ CCATTT
2587
+ CCATTC
2588
+ CCATTG
2589
+ CCATCA
2590
+ CCATCT
2591
+ CCATCC
2592
+ CCATCG
2593
+ CCATGA
2594
+ CCATGT
2595
+ CCATGC
2596
+ CCATGG
2597
+ CCACAA
2598
+ CCACAT
2599
+ CCACAC
2600
+ CCACAG
2601
+ CCACTA
2602
+ CCACTT
2603
+ CCACTC
2604
+ CCACTG
2605
+ CCACCA
2606
+ CCACCT
2607
+ CCACCC
2608
+ CCACCG
2609
+ CCACGA
2610
+ CCACGT
2611
+ CCACGC
2612
+ CCACGG
2613
+ CCAGAA
2614
+ CCAGAT
2615
+ CCAGAC
2616
+ CCAGAG
2617
+ CCAGTA
2618
+ CCAGTT
2619
+ CCAGTC
2620
+ CCAGTG
2621
+ CCAGCA
2622
+ CCAGCT
2623
+ CCAGCC
2624
+ CCAGCG
2625
+ CCAGGA
2626
+ CCAGGT
2627
+ CCAGGC
2628
+ CCAGGG
2629
+ CCTAAA
2630
+ CCTAAT
2631
+ CCTAAC
2632
+ CCTAAG
2633
+ CCTATA
2634
+ CCTATT
2635
+ CCTATC
2636
+ CCTATG
2637
+ CCTACA
2638
+ CCTACT
2639
+ CCTACC
2640
+ CCTACG
2641
+ CCTAGA
2642
+ CCTAGT
2643
+ CCTAGC
2644
+ CCTAGG
2645
+ CCTTAA
2646
+ CCTTAT
2647
+ CCTTAC
2648
+ CCTTAG
2649
+ CCTTTA
2650
+ CCTTTT
2651
+ CCTTTC
2652
+ CCTTTG
2653
+ CCTTCA
2654
+ CCTTCT
2655
+ CCTTCC
2656
+ CCTTCG
2657
+ CCTTGA
2658
+ CCTTGT
2659
+ CCTTGC
2660
+ CCTTGG
2661
+ CCTCAA
2662
+ CCTCAT
2663
+ CCTCAC
2664
+ CCTCAG
2665
+ CCTCTA
2666
+ CCTCTT
2667
+ CCTCTC
2668
+ CCTCTG
2669
+ CCTCCA
2670
+ CCTCCT
2671
+ CCTCCC
2672
+ CCTCCG
2673
+ CCTCGA
2674
+ CCTCGT
2675
+ CCTCGC
2676
+ CCTCGG
2677
+ CCTGAA
2678
+ CCTGAT
2679
+ CCTGAC
2680
+ CCTGAG
2681
+ CCTGTA
2682
+ CCTGTT
2683
+ CCTGTC
2684
+ CCTGTG
2685
+ CCTGCA
2686
+ CCTGCT
2687
+ CCTGCC
2688
+ CCTGCG
2689
+ CCTGGA
2690
+ CCTGGT
2691
+ CCTGGC
2692
+ CCTGGG
2693
+ CCCAAA
2694
+ CCCAAT
2695
+ CCCAAC
2696
+ CCCAAG
2697
+ CCCATA
2698
+ CCCATT
2699
+ CCCATC
2700
+ CCCATG
2701
+ CCCACA
2702
+ CCCACT
2703
+ CCCACC
2704
+ CCCACG
2705
+ CCCAGA
2706
+ CCCAGT
2707
+ CCCAGC
2708
+ CCCAGG
2709
+ CCCTAA
2710
+ CCCTAT
2711
+ CCCTAC
2712
+ CCCTAG
2713
+ CCCTTA
2714
+ CCCTTT
2715
+ CCCTTC
2716
+ CCCTTG
2717
+ CCCTCA
2718
+ CCCTCT
2719
+ CCCTCC
2720
+ CCCTCG
2721
+ CCCTGA
2722
+ CCCTGT
2723
+ CCCTGC
2724
+ CCCTGG
2725
+ CCCCAA
2726
+ CCCCAT
2727
+ CCCCAC
2728
+ CCCCAG
2729
+ CCCCTA
2730
+ CCCCTT
2731
+ CCCCTC
2732
+ CCCCTG
2733
+ CCCCCA
2734
+ CCCCCT
2735
+ CCCCCC
2736
+ CCCCCG
2737
+ CCCCGA
2738
+ CCCCGT
2739
+ CCCCGC
2740
+ CCCCGG
2741
+ CCCGAA
2742
+ CCCGAT
2743
+ CCCGAC
2744
+ CCCGAG
2745
+ CCCGTA
2746
+ CCCGTT
2747
+ CCCGTC
2748
+ CCCGTG
2749
+ CCCGCA
2750
+ CCCGCT
2751
+ CCCGCC
2752
+ CCCGCG
2753
+ CCCGGA
2754
+ CCCGGT
2755
+ CCCGGC
2756
+ CCCGGG
2757
+ CCGAAA
2758
+ CCGAAT
2759
+ CCGAAC
2760
+ CCGAAG
2761
+ CCGATA
2762
+ CCGATT
2763
+ CCGATC
2764
+ CCGATG
2765
+ CCGACA
2766
+ CCGACT
2767
+ CCGACC
2768
+ CCGACG
2769
+ CCGAGA
2770
+ CCGAGT
2771
+ CCGAGC
2772
+ CCGAGG
2773
+ CCGTAA
2774
+ CCGTAT
2775
+ CCGTAC
2776
+ CCGTAG
2777
+ CCGTTA
2778
+ CCGTTT
2779
+ CCGTTC
2780
+ CCGTTG
2781
+ CCGTCA
2782
+ CCGTCT
2783
+ CCGTCC
2784
+ CCGTCG
2785
+ CCGTGA
2786
+ CCGTGT
2787
+ CCGTGC
2788
+ CCGTGG
2789
+ CCGCAA
2790
+ CCGCAT
2791
+ CCGCAC
2792
+ CCGCAG
2793
+ CCGCTA
2794
+ CCGCTT
2795
+ CCGCTC
2796
+ CCGCTG
2797
+ CCGCCA
2798
+ CCGCCT
2799
+ CCGCCC
2800
+ CCGCCG
2801
+ CCGCGA
2802
+ CCGCGT
2803
+ CCGCGC
2804
+ CCGCGG
2805
+ CCGGAA
2806
+ CCGGAT
2807
+ CCGGAC
2808
+ CCGGAG
2809
+ CCGGTA
2810
+ CCGGTT
2811
+ CCGGTC
2812
+ CCGGTG
2813
+ CCGGCA
2814
+ CCGGCT
2815
+ CCGGCC
2816
+ CCGGCG
2817
+ CCGGGA
2818
+ CCGGGT
2819
+ CCGGGC
2820
+ CCGGGG
2821
+ CGAAAA
2822
+ CGAAAT
2823
+ CGAAAC
2824
+ CGAAAG
2825
+ CGAATA
2826
+ CGAATT
2827
+ CGAATC
2828
+ CGAATG
2829
+ CGAACA
2830
+ CGAACT
2831
+ CGAACC
2832
+ CGAACG
2833
+ CGAAGA
2834
+ CGAAGT
2835
+ CGAAGC
2836
+ CGAAGG
2837
+ CGATAA
2838
+ CGATAT
2839
+ CGATAC
2840
+ CGATAG
2841
+ CGATTA
2842
+ CGATTT
2843
+ CGATTC
2844
+ CGATTG
2845
+ CGATCA
2846
+ CGATCT
2847
+ CGATCC
2848
+ CGATCG
2849
+ CGATGA
2850
+ CGATGT
2851
+ CGATGC
2852
+ CGATGG
2853
+ CGACAA
2854
+ CGACAT
2855
+ CGACAC
2856
+ CGACAG
2857
+ CGACTA
2858
+ CGACTT
2859
+ CGACTC
2860
+ CGACTG
2861
+ CGACCA
2862
+ CGACCT
2863
+ CGACCC
2864
+ CGACCG
2865
+ CGACGA
2866
+ CGACGT
2867
+ CGACGC
2868
+ CGACGG
2869
+ CGAGAA
2870
+ CGAGAT
2871
+ CGAGAC
2872
+ CGAGAG
2873
+ CGAGTA
2874
+ CGAGTT
2875
+ CGAGTC
2876
+ CGAGTG
2877
+ CGAGCA
2878
+ CGAGCT
2879
+ CGAGCC
2880
+ CGAGCG
2881
+ CGAGGA
2882
+ CGAGGT
2883
+ CGAGGC
2884
+ CGAGGG
2885
+ CGTAAA
2886
+ CGTAAT
2887
+ CGTAAC
2888
+ CGTAAG
2889
+ CGTATA
2890
+ CGTATT
2891
+ CGTATC
2892
+ CGTATG
2893
+ CGTACA
2894
+ CGTACT
2895
+ CGTACC
2896
+ CGTACG
2897
+ CGTAGA
2898
+ CGTAGT
2899
+ CGTAGC
2900
+ CGTAGG
2901
+ CGTTAA
2902
+ CGTTAT
2903
+ CGTTAC
2904
+ CGTTAG
2905
+ CGTTTA
2906
+ CGTTTT
2907
+ CGTTTC
2908
+ CGTTTG
2909
+ CGTTCA
2910
+ CGTTCT
2911
+ CGTTCC
2912
+ CGTTCG
2913
+ CGTTGA
2914
+ CGTTGT
2915
+ CGTTGC
2916
+ CGTTGG
2917
+ CGTCAA
2918
+ CGTCAT
2919
+ CGTCAC
2920
+ CGTCAG
2921
+ CGTCTA
2922
+ CGTCTT
2923
+ CGTCTC
2924
+ CGTCTG
2925
+ CGTCCA
2926
+ CGTCCT
2927
+ CGTCCC
2928
+ CGTCCG
2929
+ CGTCGA
2930
+ CGTCGT
2931
+ CGTCGC
2932
+ CGTCGG
2933
+ CGTGAA
2934
+ CGTGAT
2935
+ CGTGAC
2936
+ CGTGAG
2937
+ CGTGTA
2938
+ CGTGTT
2939
+ CGTGTC
2940
+ CGTGTG
2941
+ CGTGCA
2942
+ CGTGCT
2943
+ CGTGCC
2944
+ CGTGCG
2945
+ CGTGGA
2946
+ CGTGGT
2947
+ CGTGGC
2948
+ CGTGGG
2949
+ CGCAAA
2950
+ CGCAAT
2951
+ CGCAAC
2952
+ CGCAAG
2953
+ CGCATA
2954
+ CGCATT
2955
+ CGCATC
2956
+ CGCATG
2957
+ CGCACA
2958
+ CGCACT
2959
+ CGCACC
2960
+ CGCACG
2961
+ CGCAGA
2962
+ CGCAGT
2963
+ CGCAGC
2964
+ CGCAGG
2965
+ CGCTAA
2966
+ CGCTAT
2967
+ CGCTAC
2968
+ CGCTAG
2969
+ CGCTTA
2970
+ CGCTTT
2971
+ CGCTTC
2972
+ CGCTTG
2973
+ CGCTCA
2974
+ CGCTCT
2975
+ CGCTCC
2976
+ CGCTCG
2977
+ CGCTGA
2978
+ CGCTGT
2979
+ CGCTGC
2980
+ CGCTGG
2981
+ CGCCAA
2982
+ CGCCAT
2983
+ CGCCAC
2984
+ CGCCAG
2985
+ CGCCTA
2986
+ CGCCTT
2987
+ CGCCTC
2988
+ CGCCTG
2989
+ CGCCCA
2990
+ CGCCCT
2991
+ CGCCCC
2992
+ CGCCCG
2993
+ CGCCGA
2994
+ CGCCGT
2995
+ CGCCGC
2996
+ CGCCGG
2997
+ CGCGAA
2998
+ CGCGAT
2999
+ CGCGAC
3000
+ CGCGAG
3001
+ CGCGTA
3002
+ CGCGTT
3003
+ CGCGTC
3004
+ CGCGTG
3005
+ CGCGCA
3006
+ CGCGCT
3007
+ CGCGCC
3008
+ CGCGCG
3009
+ CGCGGA
3010
+ CGCGGT
3011
+ CGCGGC
3012
+ CGCGGG
3013
+ CGGAAA
3014
+ CGGAAT
3015
+ CGGAAC
3016
+ CGGAAG
3017
+ CGGATA
3018
+ CGGATT
3019
+ CGGATC
3020
+ CGGATG
3021
+ CGGACA
3022
+ CGGACT
3023
+ CGGACC
3024
+ CGGACG
3025
+ CGGAGA
3026
+ CGGAGT
3027
+ CGGAGC
3028
+ CGGAGG
3029
+ CGGTAA
3030
+ CGGTAT
3031
+ CGGTAC
3032
+ CGGTAG
3033
+ CGGTTA
3034
+ CGGTTT
3035
+ CGGTTC
3036
+ CGGTTG
3037
+ CGGTCA
3038
+ CGGTCT
3039
+ CGGTCC
3040
+ CGGTCG
3041
+ CGGTGA
3042
+ CGGTGT
3043
+ CGGTGC
3044
+ CGGTGG
3045
+ CGGCAA
3046
+ CGGCAT
3047
+ CGGCAC
3048
+ CGGCAG
3049
+ CGGCTA
3050
+ CGGCTT
3051
+ CGGCTC
3052
+ CGGCTG
3053
+ CGGCCA
3054
+ CGGCCT
3055
+ CGGCCC
3056
+ CGGCCG
3057
+ CGGCGA
3058
+ CGGCGT
3059
+ CGGCGC
3060
+ CGGCGG
3061
+ CGGGAA
3062
+ CGGGAT
3063
+ CGGGAC
3064
+ CGGGAG
3065
+ CGGGTA
3066
+ CGGGTT
3067
+ CGGGTC
3068
+ CGGGTG
3069
+ CGGGCA
3070
+ CGGGCT
3071
+ CGGGCC
3072
+ CGGGCG
3073
+ CGGGGA
3074
+ CGGGGT
3075
+ CGGGGC
3076
+ CGGGGG
3077
+ GAAAAA
3078
+ GAAAAT
3079
+ GAAAAC
3080
+ GAAAAG
3081
+ GAAATA
3082
+ GAAATT
3083
+ GAAATC
3084
+ GAAATG
3085
+ GAAACA
3086
+ GAAACT
3087
+ GAAACC
3088
+ GAAACG
3089
+ GAAAGA
3090
+ GAAAGT
3091
+ GAAAGC
3092
+ GAAAGG
3093
+ GAATAA
3094
+ GAATAT
3095
+ GAATAC
3096
+ GAATAG
3097
+ GAATTA
3098
+ GAATTT
3099
+ GAATTC
3100
+ GAATTG
3101
+ GAATCA
3102
+ GAATCT
3103
+ GAATCC
3104
+ GAATCG
3105
+ GAATGA
3106
+ GAATGT
3107
+ GAATGC
3108
+ GAATGG
3109
+ GAACAA
3110
+ GAACAT
3111
+ GAACAC
3112
+ GAACAG
3113
+ GAACTA
3114
+ GAACTT
3115
+ GAACTC
3116
+ GAACTG
3117
+ GAACCA
3118
+ GAACCT
3119
+ GAACCC
3120
+ GAACCG
3121
+ GAACGA
3122
+ GAACGT
3123
+ GAACGC
3124
+ GAACGG
3125
+ GAAGAA
3126
+ GAAGAT
3127
+ GAAGAC
3128
+ GAAGAG
3129
+ GAAGTA
3130
+ GAAGTT
3131
+ GAAGTC
3132
+ GAAGTG
3133
+ GAAGCA
3134
+ GAAGCT
3135
+ GAAGCC
3136
+ GAAGCG
3137
+ GAAGGA
3138
+ GAAGGT
3139
+ GAAGGC
3140
+ GAAGGG
3141
+ GATAAA
3142
+ GATAAT
3143
+ GATAAC
3144
+ GATAAG
3145
+ GATATA
3146
+ GATATT
3147
+ GATATC
3148
+ GATATG
3149
+ GATACA
3150
+ GATACT
3151
+ GATACC
3152
+ GATACG
3153
+ GATAGA
3154
+ GATAGT
3155
+ GATAGC
3156
+ GATAGG
3157
+ GATTAA
3158
+ GATTAT
3159
+ GATTAC
3160
+ GATTAG
3161
+ GATTTA
3162
+ GATTTT
3163
+ GATTTC
3164
+ GATTTG
3165
+ GATTCA
3166
+ GATTCT
3167
+ GATTCC
3168
+ GATTCG
3169
+ GATTGA
3170
+ GATTGT
3171
+ GATTGC
3172
+ GATTGG
3173
+ GATCAA
3174
+ GATCAT
3175
+ GATCAC
3176
+ GATCAG
3177
+ GATCTA
3178
+ GATCTT
3179
+ GATCTC
3180
+ GATCTG
3181
+ GATCCA
3182
+ GATCCT
3183
+ GATCCC
3184
+ GATCCG
3185
+ GATCGA
3186
+ GATCGT
3187
+ GATCGC
3188
+ GATCGG
3189
+ GATGAA
3190
+ GATGAT
3191
+ GATGAC
3192
+ GATGAG
3193
+ GATGTA
3194
+ GATGTT
3195
+ GATGTC
3196
+ GATGTG
3197
+ GATGCA
3198
+ GATGCT
3199
+ GATGCC
3200
+ GATGCG
3201
+ GATGGA
3202
+ GATGGT
3203
+ GATGGC
3204
+ GATGGG
3205
+ GACAAA
3206
+ GACAAT
3207
+ GACAAC
3208
+ GACAAG
3209
+ GACATA
3210
+ GACATT
3211
+ GACATC
3212
+ GACATG
3213
+ GACACA
3214
+ GACACT
3215
+ GACACC
3216
+ GACACG
3217
+ GACAGA
3218
+ GACAGT
3219
+ GACAGC
3220
+ GACAGG
3221
+ GACTAA
3222
+ GACTAT
3223
+ GACTAC
3224
+ GACTAG
3225
+ GACTTA
3226
+ GACTTT
3227
+ GACTTC
3228
+ GACTTG
3229
+ GACTCA
3230
+ GACTCT
3231
+ GACTCC
3232
+ GACTCG
3233
+ GACTGA
3234
+ GACTGT
3235
+ GACTGC
3236
+ GACTGG
3237
+ GACCAA
3238
+ GACCAT
3239
+ GACCAC
3240
+ GACCAG
3241
+ GACCTA
3242
+ GACCTT
3243
+ GACCTC
3244
+ GACCTG
3245
+ GACCCA
3246
+ GACCCT
3247
+ GACCCC
3248
+ GACCCG
3249
+ GACCGA
3250
+ GACCGT
3251
+ GACCGC
3252
+ GACCGG
3253
+ GACGAA
3254
+ GACGAT
3255
+ GACGAC
3256
+ GACGAG
3257
+ GACGTA
3258
+ GACGTT
3259
+ GACGTC
3260
+ GACGTG
3261
+ GACGCA
3262
+ GACGCT
3263
+ GACGCC
3264
+ GACGCG
3265
+ GACGGA
3266
+ GACGGT
3267
+ GACGGC
3268
+ GACGGG
3269
+ GAGAAA
3270
+ GAGAAT
3271
+ GAGAAC
3272
+ GAGAAG
3273
+ GAGATA
3274
+ GAGATT
3275
+ GAGATC
3276
+ GAGATG
3277
+ GAGACA
3278
+ GAGACT
3279
+ GAGACC
3280
+ GAGACG
3281
+ GAGAGA
3282
+ GAGAGT
3283
+ GAGAGC
3284
+ GAGAGG
3285
+ GAGTAA
3286
+ GAGTAT
3287
+ GAGTAC
3288
+ GAGTAG
3289
+ GAGTTA
3290
+ GAGTTT
3291
+ GAGTTC
3292
+ GAGTTG
3293
+ GAGTCA
3294
+ GAGTCT
3295
+ GAGTCC
3296
+ GAGTCG
3297
+ GAGTGA
3298
+ GAGTGT
3299
+ GAGTGC
3300
+ GAGTGG
3301
+ GAGCAA
3302
+ GAGCAT
3303
+ GAGCAC
3304
+ GAGCAG
3305
+ GAGCTA
3306
+ GAGCTT
3307
+ GAGCTC
3308
+ GAGCTG
3309
+ GAGCCA
3310
+ GAGCCT
3311
+ GAGCCC
3312
+ GAGCCG
3313
+ GAGCGA
3314
+ GAGCGT
3315
+ GAGCGC
3316
+ GAGCGG
3317
+ GAGGAA
3318
+ GAGGAT
3319
+ GAGGAC
3320
+ GAGGAG
3321
+ GAGGTA
3322
+ GAGGTT
3323
+ GAGGTC
3324
+ GAGGTG
3325
+ GAGGCA
3326
+ GAGGCT
3327
+ GAGGCC
3328
+ GAGGCG
3329
+ GAGGGA
3330
+ GAGGGT
3331
+ GAGGGC
3332
+ GAGGGG
3333
+ GTAAAA
3334
+ GTAAAT
3335
+ GTAAAC
3336
+ GTAAAG
3337
+ GTAATA
3338
+ GTAATT
3339
+ GTAATC
3340
+ GTAATG
3341
+ GTAACA
3342
+ GTAACT
3343
+ GTAACC
3344
+ GTAACG
3345
+ GTAAGA
3346
+ GTAAGT
3347
+ GTAAGC
3348
+ GTAAGG
3349
+ GTATAA
3350
+ GTATAT
3351
+ GTATAC
3352
+ GTATAG
3353
+ GTATTA
3354
+ GTATTT
3355
+ GTATTC
3356
+ GTATTG
3357
+ GTATCA
3358
+ GTATCT
3359
+ GTATCC
3360
+ GTATCG
3361
+ GTATGA
3362
+ GTATGT
3363
+ GTATGC
3364
+ GTATGG
3365
+ GTACAA
3366
+ GTACAT
3367
+ GTACAC
3368
+ GTACAG
3369
+ GTACTA
3370
+ GTACTT
3371
+ GTACTC
3372
+ GTACTG
3373
+ GTACCA
3374
+ GTACCT
3375
+ GTACCC
3376
+ GTACCG
3377
+ GTACGA
3378
+ GTACGT
3379
+ GTACGC
3380
+ GTACGG
3381
+ GTAGAA
3382
+ GTAGAT
3383
+ GTAGAC
3384
+ GTAGAG
3385
+ GTAGTA
3386
+ GTAGTT
3387
+ GTAGTC
3388
+ GTAGTG
3389
+ GTAGCA
3390
+ GTAGCT
3391
+ GTAGCC
3392
+ GTAGCG
3393
+ GTAGGA
3394
+ GTAGGT
3395
+ GTAGGC
3396
+ GTAGGG
3397
+ GTTAAA
3398
+ GTTAAT
3399
+ GTTAAC
3400
+ GTTAAG
3401
+ GTTATA
3402
+ GTTATT
3403
+ GTTATC
3404
+ GTTATG
3405
+ GTTACA
3406
+ GTTACT
3407
+ GTTACC
3408
+ GTTACG
3409
+ GTTAGA
3410
+ GTTAGT
3411
+ GTTAGC
3412
+ GTTAGG
3413
+ GTTTAA
3414
+ GTTTAT
3415
+ GTTTAC
3416
+ GTTTAG
3417
+ GTTTTA
3418
+ GTTTTT
3419
+ GTTTTC
3420
+ GTTTTG
3421
+ GTTTCA
3422
+ GTTTCT
3423
+ GTTTCC
3424
+ GTTTCG
3425
+ GTTTGA
3426
+ GTTTGT
3427
+ GTTTGC
3428
+ GTTTGG
3429
+ GTTCAA
3430
+ GTTCAT
3431
+ GTTCAC
3432
+ GTTCAG
3433
+ GTTCTA
3434
+ GTTCTT
3435
+ GTTCTC
3436
+ GTTCTG
3437
+ GTTCCA
3438
+ GTTCCT
3439
+ GTTCCC
3440
+ GTTCCG
3441
+ GTTCGA
3442
+ GTTCGT
3443
+ GTTCGC
3444
+ GTTCGG
3445
+ GTTGAA
3446
+ GTTGAT
3447
+ GTTGAC
3448
+ GTTGAG
3449
+ GTTGTA
3450
+ GTTGTT
3451
+ GTTGTC
3452
+ GTTGTG
3453
+ GTTGCA
3454
+ GTTGCT
3455
+ GTTGCC
3456
+ GTTGCG
3457
+ GTTGGA
3458
+ GTTGGT
3459
+ GTTGGC
3460
+ GTTGGG
3461
+ GTCAAA
3462
+ GTCAAT
3463
+ GTCAAC
3464
+ GTCAAG
3465
+ GTCATA
3466
+ GTCATT
3467
+ GTCATC
3468
+ GTCATG
3469
+ GTCACA
3470
+ GTCACT
3471
+ GTCACC
3472
+ GTCACG
3473
+ GTCAGA
3474
+ GTCAGT
3475
+ GTCAGC
3476
+ GTCAGG
3477
+ GTCTAA
3478
+ GTCTAT
3479
+ GTCTAC
3480
+ GTCTAG
3481
+ GTCTTA
3482
+ GTCTTT
3483
+ GTCTTC
3484
+ GTCTTG
3485
+ GTCTCA
3486
+ GTCTCT
3487
+ GTCTCC
3488
+ GTCTCG
3489
+ GTCTGA
3490
+ GTCTGT
3491
+ GTCTGC
3492
+ GTCTGG
3493
+ GTCCAA
3494
+ GTCCAT
3495
+ GTCCAC
3496
+ GTCCAG
3497
+ GTCCTA
3498
+ GTCCTT
3499
+ GTCCTC
3500
+ GTCCTG
3501
+ GTCCCA
3502
+ GTCCCT
3503
+ GTCCCC
3504
+ GTCCCG
3505
+ GTCCGA
3506
+ GTCCGT
3507
+ GTCCGC
3508
+ GTCCGG
3509
+ GTCGAA
3510
+ GTCGAT
3511
+ GTCGAC
3512
+ GTCGAG
3513
+ GTCGTA
3514
+ GTCGTT
3515
+ GTCGTC
3516
+ GTCGTG
3517
+ GTCGCA
3518
+ GTCGCT
3519
+ GTCGCC
3520
+ GTCGCG
3521
+ GTCGGA
3522
+ GTCGGT
3523
+ GTCGGC
3524
+ GTCGGG
3525
+ GTGAAA
3526
+ GTGAAT
3527
+ GTGAAC
3528
+ GTGAAG
3529
+ GTGATA
3530
+ GTGATT
3531
+ GTGATC
3532
+ GTGATG
3533
+ GTGACA
3534
+ GTGACT
3535
+ GTGACC
3536
+ GTGACG
3537
+ GTGAGA
3538
+ GTGAGT
3539
+ GTGAGC
3540
+ GTGAGG
3541
+ GTGTAA
3542
+ GTGTAT
3543
+ GTGTAC
3544
+ GTGTAG
3545
+ GTGTTA
3546
+ GTGTTT
3547
+ GTGTTC
3548
+ GTGTTG
3549
+ GTGTCA
3550
+ GTGTCT
3551
+ GTGTCC
3552
+ GTGTCG
3553
+ GTGTGA
3554
+ GTGTGT
3555
+ GTGTGC
3556
+ GTGTGG
3557
+ GTGCAA
3558
+ GTGCAT
3559
+ GTGCAC
3560
+ GTGCAG
3561
+ GTGCTA
3562
+ GTGCTT
3563
+ GTGCTC
3564
+ GTGCTG
3565
+ GTGCCA
3566
+ GTGCCT
3567
+ GTGCCC
3568
+ GTGCCG
3569
+ GTGCGA
3570
+ GTGCGT
3571
+ GTGCGC
3572
+ GTGCGG
3573
+ GTGGAA
3574
+ GTGGAT
3575
+ GTGGAC
3576
+ GTGGAG
3577
+ GTGGTA
3578
+ GTGGTT
3579
+ GTGGTC
3580
+ GTGGTG
3581
+ GTGGCA
3582
+ GTGGCT
3583
+ GTGGCC
3584
+ GTGGCG
3585
+ GTGGGA
3586
+ GTGGGT
3587
+ GTGGGC
3588
+ GTGGGG
3589
+ GCAAAA
3590
+ GCAAAT
3591
+ GCAAAC
3592
+ GCAAAG
3593
+ GCAATA
3594
+ GCAATT
3595
+ GCAATC
3596
+ GCAATG
3597
+ GCAACA
3598
+ GCAACT
3599
+ GCAACC
3600
+ GCAACG
3601
+ GCAAGA
3602
+ GCAAGT
3603
+ GCAAGC
3604
+ GCAAGG
3605
+ GCATAA
3606
+ GCATAT
3607
+ GCATAC
3608
+ GCATAG
3609
+ GCATTA
3610
+ GCATTT
3611
+ GCATTC
3612
+ GCATTG
3613
+ GCATCA
3614
+ GCATCT
3615
+ GCATCC
3616
+ GCATCG
3617
+ GCATGA
3618
+ GCATGT
3619
+ GCATGC
3620
+ GCATGG
3621
+ GCACAA
3622
+ GCACAT
3623
+ GCACAC
3624
+ GCACAG
3625
+ GCACTA
3626
+ GCACTT
3627
+ GCACTC
3628
+ GCACTG
3629
+ GCACCA
3630
+ GCACCT
3631
+ GCACCC
3632
+ GCACCG
3633
+ GCACGA
3634
+ GCACGT
3635
+ GCACGC
3636
+ GCACGG
3637
+ GCAGAA
3638
+ GCAGAT
3639
+ GCAGAC
3640
+ GCAGAG
3641
+ GCAGTA
3642
+ GCAGTT
3643
+ GCAGTC
3644
+ GCAGTG
3645
+ GCAGCA
3646
+ GCAGCT
3647
+ GCAGCC
3648
+ GCAGCG
3649
+ GCAGGA
3650
+ GCAGGT
3651
+ GCAGGC
3652
+ GCAGGG
3653
+ GCTAAA
3654
+ GCTAAT
3655
+ GCTAAC
3656
+ GCTAAG
3657
+ GCTATA
3658
+ GCTATT
3659
+ GCTATC
3660
+ GCTATG
3661
+ GCTACA
3662
+ GCTACT
3663
+ GCTACC
3664
+ GCTACG
3665
+ GCTAGA
3666
+ GCTAGT
3667
+ GCTAGC
3668
+ GCTAGG
3669
+ GCTTAA
3670
+ GCTTAT
3671
+ GCTTAC
3672
+ GCTTAG
3673
+ GCTTTA
3674
+ GCTTTT
3675
+ GCTTTC
3676
+ GCTTTG
3677
+ GCTTCA
3678
+ GCTTCT
3679
+ GCTTCC
3680
+ GCTTCG
3681
+ GCTTGA
3682
+ GCTTGT
3683
+ GCTTGC
3684
+ GCTTGG
3685
+ GCTCAA
3686
+ GCTCAT
3687
+ GCTCAC
3688
+ GCTCAG
3689
+ GCTCTA
3690
+ GCTCTT
3691
+ GCTCTC
3692
+ GCTCTG
3693
+ GCTCCA
3694
+ GCTCCT
3695
+ GCTCCC
3696
+ GCTCCG
3697
+ GCTCGA
3698
+ GCTCGT
3699
+ GCTCGC
3700
+ GCTCGG
3701
+ GCTGAA
3702
+ GCTGAT
3703
+ GCTGAC
3704
+ GCTGAG
3705
+ GCTGTA
3706
+ GCTGTT
3707
+ GCTGTC
3708
+ GCTGTG
3709
+ GCTGCA
3710
+ GCTGCT
3711
+ GCTGCC
3712
+ GCTGCG
3713
+ GCTGGA
3714
+ GCTGGT
3715
+ GCTGGC
3716
+ GCTGGG
3717
+ GCCAAA
3718
+ GCCAAT
3719
+ GCCAAC
3720
+ GCCAAG
3721
+ GCCATA
3722
+ GCCATT
3723
+ GCCATC
3724
+ GCCATG
3725
+ GCCACA
3726
+ GCCACT
3727
+ GCCACC
3728
+ GCCACG
3729
+ GCCAGA
3730
+ GCCAGT
3731
+ GCCAGC
3732
+ GCCAGG
3733
+ GCCTAA
3734
+ GCCTAT
3735
+ GCCTAC
3736
+ GCCTAG
3737
+ GCCTTA
3738
+ GCCTTT
3739
+ GCCTTC
3740
+ GCCTTG
3741
+ GCCTCA
3742
+ GCCTCT
3743
+ GCCTCC
3744
+ GCCTCG
3745
+ GCCTGA
3746
+ GCCTGT
3747
+ GCCTGC
3748
+ GCCTGG
3749
+ GCCCAA
3750
+ GCCCAT
3751
+ GCCCAC
3752
+ GCCCAG
3753
+ GCCCTA
3754
+ GCCCTT
3755
+ GCCCTC
3756
+ GCCCTG
3757
+ GCCCCA
3758
+ GCCCCT
3759
+ GCCCCC
3760
+ GCCCCG
3761
+ GCCCGA
3762
+ GCCCGT
3763
+ GCCCGC
3764
+ GCCCGG
3765
+ GCCGAA
3766
+ GCCGAT
3767
+ GCCGAC
3768
+ GCCGAG
3769
+ GCCGTA
3770
+ GCCGTT
3771
+ GCCGTC
3772
+ GCCGTG
3773
+ GCCGCA
3774
+ GCCGCT
3775
+ GCCGCC
3776
+ GCCGCG
3777
+ GCCGGA
3778
+ GCCGGT
3779
+ GCCGGC
3780
+ GCCGGG
3781
+ GCGAAA
3782
+ GCGAAT
3783
+ GCGAAC
3784
+ GCGAAG
3785
+ GCGATA
3786
+ GCGATT
3787
+ GCGATC
3788
+ GCGATG
3789
+ GCGACA
3790
+ GCGACT
3791
+ GCGACC
3792
+ GCGACG
3793
+ GCGAGA
3794
+ GCGAGT
3795
+ GCGAGC
3796
+ GCGAGG
3797
+ GCGTAA
3798
+ GCGTAT
3799
+ GCGTAC
3800
+ GCGTAG
3801
+ GCGTTA
3802
+ GCGTTT
3803
+ GCGTTC
3804
+ GCGTTG
3805
+ GCGTCA
3806
+ GCGTCT
3807
+ GCGTCC
3808
+ GCGTCG
3809
+ GCGTGA
3810
+ GCGTGT
3811
+ GCGTGC
3812
+ GCGTGG
3813
+ GCGCAA
3814
+ GCGCAT
3815
+ GCGCAC
3816
+ GCGCAG
3817
+ GCGCTA
3818
+ GCGCTT
3819
+ GCGCTC
3820
+ GCGCTG
3821
+ GCGCCA
3822
+ GCGCCT
3823
+ GCGCCC
3824
+ GCGCCG
3825
+ GCGCGA
3826
+ GCGCGT
3827
+ GCGCGC
3828
+ GCGCGG
3829
+ GCGGAA
3830
+ GCGGAT
3831
+ GCGGAC
3832
+ GCGGAG
3833
+ GCGGTA
3834
+ GCGGTT
3835
+ GCGGTC
3836
+ GCGGTG
3837
+ GCGGCA
3838
+ GCGGCT
3839
+ GCGGCC
3840
+ GCGGCG
3841
+ GCGGGA
3842
+ GCGGGT
3843
+ GCGGGC
3844
+ GCGGGG
3845
+ GGAAAA
3846
+ GGAAAT
3847
+ GGAAAC
3848
+ GGAAAG
3849
+ GGAATA
3850
+ GGAATT
3851
+ GGAATC
3852
+ GGAATG
3853
+ GGAACA
3854
+ GGAACT
3855
+ GGAACC
3856
+ GGAACG
3857
+ GGAAGA
3858
+ GGAAGT
3859
+ GGAAGC
3860
+ GGAAGG
3861
+ GGATAA
3862
+ GGATAT
3863
+ GGATAC
3864
+ GGATAG
3865
+ GGATTA
3866
+ GGATTT
3867
+ GGATTC
3868
+ GGATTG
3869
+ GGATCA
3870
+ GGATCT
3871
+ GGATCC
3872
+ GGATCG
3873
+ GGATGA
3874
+ GGATGT
3875
+ GGATGC
3876
+ GGATGG
3877
+ GGACAA
3878
+ GGACAT
3879
+ GGACAC
3880
+ GGACAG
3881
+ GGACTA
3882
+ GGACTT
3883
+ GGACTC
3884
+ GGACTG
3885
+ GGACCA
3886
+ GGACCT
3887
+ GGACCC
3888
+ GGACCG
3889
+ GGACGA
3890
+ GGACGT
3891
+ GGACGC
3892
+ GGACGG
3893
+ GGAGAA
3894
+ GGAGAT
3895
+ GGAGAC
3896
+ GGAGAG
3897
+ GGAGTA
3898
+ GGAGTT
3899
+ GGAGTC
3900
+ GGAGTG
3901
+ GGAGCA
3902
+ GGAGCT
3903
+ GGAGCC
3904
+ GGAGCG
3905
+ GGAGGA
3906
+ GGAGGT
3907
+ GGAGGC
3908
+ GGAGGG
3909
+ GGTAAA
3910
+ GGTAAT
3911
+ GGTAAC
3912
+ GGTAAG
3913
+ GGTATA
3914
+ GGTATT
3915
+ GGTATC
3916
+ GGTATG
3917
+ GGTACA
3918
+ GGTACT
3919
+ GGTACC
3920
+ GGTACG
3921
+ GGTAGA
3922
+ GGTAGT
3923
+ GGTAGC
3924
+ GGTAGG
3925
+ GGTTAA
3926
+ GGTTAT
3927
+ GGTTAC
3928
+ GGTTAG
3929
+ GGTTTA
3930
+ GGTTTT
3931
+ GGTTTC
3932
+ GGTTTG
3933
+ GGTTCA
3934
+ GGTTCT
3935
+ GGTTCC
3936
+ GGTTCG
3937
+ GGTTGA
3938
+ GGTTGT
3939
+ GGTTGC
3940
+ GGTTGG
3941
+ GGTCAA
3942
+ GGTCAT
3943
+ GGTCAC
3944
+ GGTCAG
3945
+ GGTCTA
3946
+ GGTCTT
3947
+ GGTCTC
3948
+ GGTCTG
3949
+ GGTCCA
3950
+ GGTCCT
3951
+ GGTCCC
3952
+ GGTCCG
3953
+ GGTCGA
3954
+ GGTCGT
3955
+ GGTCGC
3956
+ GGTCGG
3957
+ GGTGAA
3958
+ GGTGAT
3959
+ GGTGAC
3960
+ GGTGAG
3961
+ GGTGTA
3962
+ GGTGTT
3963
+ GGTGTC
3964
+ GGTGTG
3965
+ GGTGCA
3966
+ GGTGCT
3967
+ GGTGCC
3968
+ GGTGCG
3969
+ GGTGGA
3970
+ GGTGGT
3971
+ GGTGGC
3972
+ GGTGGG
3973
+ GGCAAA
3974
+ GGCAAT
3975
+ GGCAAC
3976
+ GGCAAG
3977
+ GGCATA
3978
+ GGCATT
3979
+ GGCATC
3980
+ GGCATG
3981
+ GGCACA
3982
+ GGCACT
3983
+ GGCACC
3984
+ GGCACG
3985
+ GGCAGA
3986
+ GGCAGT
3987
+ GGCAGC
3988
+ GGCAGG
3989
+ GGCTAA
3990
+ GGCTAT
3991
+ GGCTAC
3992
+ GGCTAG
3993
+ GGCTTA
3994
+ GGCTTT
3995
+ GGCTTC
3996
+ GGCTTG
3997
+ GGCTCA
3998
+ GGCTCT
3999
+ GGCTCC
4000
+ GGCTCG
4001
+ GGCTGA
4002
+ GGCTGT
4003
+ GGCTGC
4004
+ GGCTGG
4005
+ GGCCAA
4006
+ GGCCAT
4007
+ GGCCAC
4008
+ GGCCAG
4009
+ GGCCTA
4010
+ GGCCTT
4011
+ GGCCTC
4012
+ GGCCTG
4013
+ GGCCCA
4014
+ GGCCCT
4015
+ GGCCCC
4016
+ GGCCCG
4017
+ GGCCGA
4018
+ GGCCGT
4019
+ GGCCGC
4020
+ GGCCGG
4021
+ GGCGAA
4022
+ GGCGAT
4023
+ GGCGAC
4024
+ GGCGAG
4025
+ GGCGTA
4026
+ GGCGTT
4027
+ GGCGTC
4028
+ GGCGTG
4029
+ GGCGCA
4030
+ GGCGCT
4031
+ GGCGCC
4032
+ GGCGCG
4033
+ GGCGGA
4034
+ GGCGGT
4035
+ GGCGGC
4036
+ GGCGGG
4037
+ GGGAAA
4038
+ GGGAAT
4039
+ GGGAAC
4040
+ GGGAAG
4041
+ GGGATA
4042
+ GGGATT
4043
+ GGGATC
4044
+ GGGATG
4045
+ GGGACA
4046
+ GGGACT
4047
+ GGGACC
4048
+ GGGACG
4049
+ GGGAGA
4050
+ GGGAGT
4051
+ GGGAGC
4052
+ GGGAGG
4053
+ GGGTAA
4054
+ GGGTAT
4055
+ GGGTAC
4056
+ GGGTAG
4057
+ GGGTTA
4058
+ GGGTTT
4059
+ GGGTTC
4060
+ GGGTTG
4061
+ GGGTCA
4062
+ GGGTCT
4063
+ GGGTCC
4064
+ GGGTCG
4065
+ GGGTGA
4066
+ GGGTGT
4067
+ GGGTGC
4068
+ GGGTGG
4069
+ GGGCAA
4070
+ GGGCAT
4071
+ GGGCAC
4072
+ GGGCAG
4073
+ GGGCTA
4074
+ GGGCTT
4075
+ GGGCTC
4076
+ GGGCTG
4077
+ GGGCCA
4078
+ GGGCCT
4079
+ GGGCCC
4080
+ GGGCCG
4081
+ GGGCGA
4082
+ GGGCGT
4083
+ GGGCGC
4084
+ GGGCGG
4085
+ GGGGAA
4086
+ GGGGAT
4087
+ GGGGAC
4088
+ GGGGAG
4089
+ GGGGTA
4090
+ GGGGTT
4091
+ GGGGTC
4092
+ GGGGTG
4093
+ GGGGCA
4094
+ GGGGCT
4095
+ GGGGCC
4096
+ GGGGCG
4097
+ GGGGGA
4098
+ GGGGGT
4099
+ GGGGGC
4100
+ GGGGGG
4101
+ A
4102
+ T
4103
+ C
4104
+ G
4105
+ N
4106
+ <eos>
4107
+ <bos>