Model save

README.md

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+---
+license: gemma
+base_model: google/gemma-2-2b
+tags:
+- trl
+- sft
+- generated_from_trainer
+datasets:
+- alpaca_farm
+model-index:
+- name: easylm-sft-gemma-2-2b-v2.7
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/lklab_kaist/grm/runs/b2v74p40)
+# easylm-sft-gemma-2-2b-v2.7
+
+This model is a fine-tuned version of [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) on the alpaca_farm dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9037
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- total_train_batch_size: 8
+- total_eval_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 13   | 0.7269          |
+| No log        | 2.0   | 26   | 0.8854          |
+| No log        | 3.0   | 39   | 0.9037          |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

all_results.json

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+{
+    "epoch": 3.0,
+    "total_flos": 648728419500032.0,
+    "train_loss": 0.4328929705497546,
+    "train_runtime": 169.1685,
+    "train_samples": 100,
+    "train_samples_per_second": 1.773,
+    "train_steps_per_second": 0.231
+}

generation_config.json

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+{
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+  "bos_token_id": 2,
+  "cache_implementation": "hybrid",
+  "eos_token_id": 1,
+  "pad_token_id": 0,
+  "transformers_version": "4.42.4"
+}

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