Model save

README.md

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+---
+license: llama2
+base_model: elichen3051/llama2-7b-sft-chat-no-template
+tags:
+- trl
+- dpo
+- generated_from_trainer
+model-index:
+- name: Llama2-7b-sft-chat-custom-template-dpo
+  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/eli3051/huggingface/runs/6n0utdab)
+# Llama2-7b-sft-chat-custom-template-dpo
+
+This model is a fine-tuned version of [elichen3051/llama2-7b-sft-chat-no-template](https://huggingface.co/elichen3051/llama2-7b-sft-chat-no-template) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4718
+- Rewards/chosen: -1.6795
+- Rewards/rejected: -3.1900
+- Rewards/accuracies: 0.6420
+- Rewards/margins: 1.5105
+- Logps/rejected: -518.9514
+- Logps/chosen: -379.1832
+- Logits/rejected: -2.6434
+- Logits/chosen: -2.6374
+
+## 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: 5e-07
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 7
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 448
+- total_eval_batch_size: 56
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.03
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
+|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
+| 0.6727        | 0.2032 | 43   | 0.6714          | -0.0530        | -0.0999          | 0.5871             | 0.0470          | -209.9431      | -216.5270    | -2.2167         | -2.2006       |
+| 0.6056        | 0.4064 | 86   | 0.6041          | -0.5876        | -0.8878          | 0.6023             | 0.3002          | -288.7347      | -269.9940    | -3.0277         | -3.0177       |
+| 0.573         | 0.6096 | 129  | 0.5451          | -0.9286        | -1.6015          | 0.6174             | 0.6729          | -360.0960      | -304.0913    | -2.9301         | -2.9238       |
+| 0.5239        | 0.8128 | 172  | 0.5123          | -1.2863        | -2.2358          | 0.6288             | 0.9495          | -423.5324      | -339.8588    | -2.9884         | -2.9803       |
+| 0.4668        | 1.0159 | 215  | 0.4945          | -1.4994        | -2.6377          | 0.6439             | 1.1383          | -463.7195      | -361.1752    | -2.5910         | -2.5843       |
+| 0.4607        | 1.2191 | 258  | 0.4816          | -1.5810        | -2.8887          | 0.6402             | 1.3077          | -488.8177      | -369.3280    | -2.8026         | -2.7951       |
+| 0.5068        | 1.4223 | 301  | 0.4764          | -1.5805        | -3.0061          | 0.6402             | 1.4256          | -500.5590      | -369.2790    | -2.7586         | -2.7513       |
+| 0.4724        | 1.6255 | 344  | 0.4730          | -1.6832        | -3.1741          | 0.6383             | 1.4909          | -517.3631      | -379.5493    | -2.6296         | -2.6237       |
+| 0.4836        | 1.8287 | 387  | 0.4718          | -1.6795        | -3.1900          | 0.6420             | 1.5105          | -518.9514      | -379.1832    | -2.6434         | -2.6374       |
+
+
+### Framework versions
+
+- Transformers 4.42.0.dev0
+- Pytorch 2.3.1
+- Datasets 2.19.2
+- Tokenizers 0.19.1

all_results.json

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+{
+    "epoch": 1.9940933254577673,
+    "total_flos": 0.0,
+    "train_loss": 0.5345145690638872,
+    "train_runtime": 33183.7631,
+    "train_samples": 94762,
+    "train_samples_per_second": 5.711,
+    "train_steps_per_second": 0.013
+}

generation_config.json

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+  "do_sample": true,
+  "eos_token_id": 32001,
+  "max_length": 4096,
+  "pad_token_id": 32001,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.42.0.dev0"
+}

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train_results.json

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