ced3b567f2d0a6c8a375210df683c24c19b4b09180a29df5e1e4f62ee70deed2
Browse files- .ipynb_checkpoints/README-checkpoint.md +48 -0
- .ipynb_checkpoints/config-checkpoint.json +31 -0
- .ipynb_checkpoints/mergekit_config-checkpoint.yml +17 -0
- README.md +48 -0
- config.json +31 -0
- mergekit_config.yml +17 -0
- model.safetensors.index.json +0 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +99 -0
.ipynb_checkpoints/README-checkpoint.md
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---
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base_model:
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- alpindale/WizardLM-2-8x22B
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- mistralai/Mixtral-8x22B-Instruct-v0.1
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tags:
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- mergekit
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- merge
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---
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# merge.py
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the SLERP merge method.
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### Models Merged
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The following models were included in the merge:
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* [alpindale/WizardLM-2-8x22B](https://huggingface.co/alpindale/WizardLM-2-8x22B)
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* [mistralai/Mixtral-8x22B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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slices:
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- sources:
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- model: mistralai/Mixtral-8x22B-Instruct-v0.1
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layer_range: [0, 56]
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- model: alpindale/WizardLM-2-8x22B
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layer_range: [0, 56]
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merge_method: slerp
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base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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```
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.ipynb_checkpoints/config-checkpoint.json
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{
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"_name_or_path": "mistralai/Mixtral-8x22B-Instruct-v0.1",
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"architectures": [
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"MixtralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 6144,
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"initializer_range": 0.02,
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"intermediate_size": 16384,
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"max_position_embeddings": 65536,
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"model_type": "mixtral",
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"num_attention_heads": 48,
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"num_experts_per_tok": 2,
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"num_hidden_layers": 56,
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"num_key_value_heads": 8,
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"num_local_experts": 8,
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"output_router_logits": false,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"router_aux_loss_coef": 0.001,
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"router_jitter_noise": 0.0,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.0",
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"use_cache": true,
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"vocab_size": 32768
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}
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.ipynb_checkpoints/mergekit_config-checkpoint.yml
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slices:
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- sources:
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- model: mistralai/Mixtral-8x22B-Instruct-v0.1
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5 |
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layer_range: [0, 56]
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- model: alpindale/WizardLM-2-8x22B
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layer_range: [0, 56]
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merge_method: slerp
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base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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README.md
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---
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2 |
+
base_model:
|
3 |
+
- alpindale/WizardLM-2-8x22B
|
4 |
+
- mistralai/Mixtral-8x22B-Instruct-v0.1
|
5 |
+
tags:
|
6 |
+
- mergekit
|
7 |
+
- merge
|
8 |
+
|
9 |
+
---
|
10 |
+
# merge.py
|
11 |
+
|
12 |
+
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
13 |
+
|
14 |
+
## Merge Details
|
15 |
+
### Merge Method
|
16 |
+
|
17 |
+
This model was merged using the SLERP merge method.
|
18 |
+
|
19 |
+
### Models Merged
|
20 |
+
|
21 |
+
The following models were included in the merge:
|
22 |
+
* [alpindale/WizardLM-2-8x22B](https://huggingface.co/alpindale/WizardLM-2-8x22B)
|
23 |
+
* [mistralai/Mixtral-8x22B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x22B-Instruct-v0.1)
|
24 |
+
|
25 |
+
### Configuration
|
26 |
+
|
27 |
+
The following YAML configuration was used to produce this model:
|
28 |
+
|
29 |
+
```yaml
|
30 |
+
|
31 |
+
slices:
|
32 |
+
- sources:
|
33 |
+
- model: mistralai/Mixtral-8x22B-Instruct-v0.1
|
34 |
+
layer_range: [0, 56]
|
35 |
+
- model: alpindale/WizardLM-2-8x22B
|
36 |
+
layer_range: [0, 56]
|
37 |
+
merge_method: slerp
|
38 |
+
base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
|
39 |
+
parameters:
|
40 |
+
t:
|
41 |
+
- filter: self_attn
|
42 |
+
value: [0, 0.5, 0.3, 0.7, 1]
|
43 |
+
- filter: mlp
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44 |
+
value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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```
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config.json
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{
|
2 |
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"_name_or_path": "mistralai/Mixtral-8x22B-Instruct-v0.1",
|
3 |
+
"architectures": [
|
4 |
+
"MixtralForCausalLM"
|
5 |
+
],
|
6 |
+
"attention_dropout": 0.0,
|
7 |
+
"bos_token_id": 1,
|
8 |
+
"eos_token_id": 2,
|
9 |
+
"hidden_act": "silu",
|
10 |
+
"hidden_size": 6144,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 16384,
|
13 |
+
"max_position_embeddings": 65536,
|
14 |
+
"model_type": "mixtral",
|
15 |
+
"num_attention_heads": 48,
|
16 |
+
"num_experts_per_tok": 2,
|
17 |
+
"num_hidden_layers": 56,
|
18 |
+
"num_key_value_heads": 8,
|
19 |
+
"num_local_experts": 8,
|
20 |
+
"output_router_logits": false,
|
21 |
+
"rms_norm_eps": 1e-05,
|
22 |
+
"rope_theta": 1000000.0,
|
23 |
+
"router_aux_loss_coef": 0.001,
|
24 |
+
"router_jitter_noise": 0.0,
|
25 |
+
"sliding_window": null,
|
26 |
+
"tie_word_embeddings": false,
|
27 |
+
"torch_dtype": "bfloat16",
|
28 |
+
"transformers_version": "4.40.0",
|
29 |
+
"use_cache": true,
|
30 |
+
"vocab_size": 32768
|
31 |
+
}
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mergekit_config.yml
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1 |
+
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2 |
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slices:
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3 |
+
- sources:
|
4 |
+
- model: mistralai/Mixtral-8x22B-Instruct-v0.1
|
5 |
+
layer_range: [0, 56]
|
6 |
+
- model: alpindale/WizardLM-2-8x22B
|
7 |
+
layer_range: [0, 56]
|
8 |
+
merge_method: slerp
|
9 |
+
base_model: mistralai/Mixtral-8x22B-Instruct-v0.1
|
10 |
+
parameters:
|
11 |
+
t:
|
12 |
+
- filter: self_attn
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13 |
+
value: [0, 0.5, 0.3, 0.7, 1]
|
14 |
+
- filter: mlp
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15 |
+
value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: bfloat16
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model.safetensors.index.json
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The diff for this file is too large to render.
See raw diff
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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4 |
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"lstrip": false,
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5 |
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"normalized": true,
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6 |
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"rstrip": false,
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7 |
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"single_word": false
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},
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"eos_token": {
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10 |
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"content": "</s>",
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11 |
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"lstrip": false,
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12 |
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"normalized": true,
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13 |
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"rstrip": false,
|
14 |
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
|
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"lstrip": false,
|
19 |
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"normalized": true,
|
20 |
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"rstrip": false,
|
21 |
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"single_word": false
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}
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}
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
|
2 |
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"add_bos_token": false,
|
3 |
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"add_eos_token": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"0": {
|
6 |
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"content": "<unk>",
|
7 |
+
"lstrip": false,
|
8 |
+
"normalized": true,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false,
|
11 |
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"special": true
|
12 |
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},
|
13 |
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"1": {
|
14 |
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"content": "<s>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": true,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
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},
|
21 |
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"2": {
|
22 |
+
"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": true,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
},
|
29 |
+
"3": {
|
30 |
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"content": "[INST]",
|
31 |
+
"lstrip": false,
|
32 |
+
"normalized": true,
|
33 |
+
"rstrip": false,
|
34 |
+
"single_word": false,
|
35 |
+
"special": true
|
36 |
+
},
|
37 |
+
"4": {
|
38 |
+
"content": "[/INST]",
|
39 |
+
"lstrip": false,
|
40 |
+
"normalized": true,
|
41 |
+
"rstrip": false,
|
42 |
+
"single_word": false,
|
43 |
+
"special": true
|
44 |
+
},
|
45 |
+
"5": {
|
46 |
+
"content": "[TOOL_CALLS]",
|
47 |
+
"lstrip": false,
|
48 |
+
"normalized": true,
|
49 |
+
"rstrip": false,
|
50 |
+
"single_word": false,
|
51 |
+
"special": true
|
52 |
+
},
|
53 |
+
"6": {
|
54 |
+
"content": "[AVAILABLE_TOOLS]",
|
55 |
+
"lstrip": false,
|
56 |
+
"normalized": true,
|
57 |
+
"rstrip": false,
|
58 |
+
"single_word": false,
|
59 |
+
"special": true
|
60 |
+
},
|
61 |
+
"7": {
|
62 |
+
"content": "[/AVAILABLE_TOOLS]",
|
63 |
+
"lstrip": false,
|
64 |
+
"normalized": true,
|
65 |
+
"rstrip": false,
|
66 |
+
"single_word": false,
|
67 |
+
"special": true
|
68 |
+
},
|
69 |
+
"8": {
|
70 |
+
"content": "[TOOL_RESULTS]",
|
71 |
+
"lstrip": false,
|
72 |
+
"normalized": true,
|
73 |
+
"rstrip": false,
|
74 |
+
"single_word": false,
|
75 |
+
"special": true
|
76 |
+
},
|
77 |
+
"9": {
|
78 |
+
"content": "[/TOOL_RESULTS]",
|
79 |
+
"lstrip": false,
|
80 |
+
"normalized": true,
|
81 |
+
"rstrip": false,
|
82 |
+
"single_word": false,
|
83 |
+
"special": true
|
84 |
+
}
|
85 |
+
},
|
86 |
+
"additional_special_tokens": [],
|
87 |
+
"bos_token": "<s>",
|
88 |
+
"chat_template": "{{bos_token}}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ ' [INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ ' ' + message['content'] + ' ' + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
|
89 |
+
"clean_up_tokenization_spaces": false,
|
90 |
+
"eos_token": "</s>",
|
91 |
+
"legacy": true,
|
92 |
+
"model_max_length": 1000000000000000019884624838656,
|
93 |
+
"pad_token": null,
|
94 |
+
"sp_model_kwargs": {},
|
95 |
+
"spaces_between_special_tokens": false,
|
96 |
+
"tokenizer_class": "LlamaTokenizer",
|
97 |
+
"unk_token": "<unk>",
|
98 |
+
"use_default_system_prompt": false
|
99 |
+
}
|