Model save
Browse files- README.md +17 -21
- all_results.json +4 -20
- model.safetensors +1 -1
- runs/Jul08_12-10-46_42dbe5cf9ed4/events.out.tfevents.1720441204.42dbe5cf9ed4.850889.0 +2 -2
- train_results.json +4 -4
- trainer_state.json +243 -75
README.md
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---
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base_model: nnheui/pythia-1.4b-sft-full
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tags:
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- alignment-handbook
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- trl
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- dpo
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- generated_from_trainer
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- trl
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- dpo
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- alignment-handbook
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- generated_from_trainer
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datasets:
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- HuggingFaceH4/ultrafeedback_binarized
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model-index:
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- name: pythia-1.4b-dpo-full
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results: []
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# pythia-1.4b-dpo-full
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This model is a fine-tuned version of [nnheui/pythia-1.4b-sft-full](https://huggingface.co/nnheui/pythia-1.4b-sft-full) on
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Rewards/chosen: -0.5234
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- Rewards/rejected: -0.
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- Rewards/accuracies: 0.
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- Rewards/margins: 0.
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- Logps/rejected: -416.0
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- Logps/chosen: -446.0
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- Logits/rejected: -1.2422
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- Logits/chosen: -1.1953
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- Logps/chosen
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- Logps/rejected
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## Model description
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### Training results
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| Training Loss | Epoch | Step |
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| 0.678 | 0.1963 | 100 |
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| 0.645 | 0.3925 | 200 |
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| 0.6396 | 0.5888 | 300 |
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| 0.6102 | 0.7851 | 400 |
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| 0.6084 | 0.9814 | 500 |
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### Framework versions
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---
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license: apache-2.0
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base_model: nnheui/pythia-1.4b-sft-full
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tags:
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- trl
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- dpo
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- generated_from_trainer
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model-index:
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- name: pythia-1.4b-dpo-full
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results: []
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# pythia-1.4b-dpo-full
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This model is a fine-tuned version of [nnheui/pythia-1.4b-sft-full](https://huggingface.co/nnheui/pythia-1.4b-sft-full) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6259
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- Rewards/chosen: -0.5234
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- Rewards/rejected: -0.7852
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- Rewards/accuracies: 0.6567
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- Rewards/margins: 0.2617
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- Logps/rejected: -416.0
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- Logps/chosen: -446.0
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- Logits/rejected: -1.2422
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- Logits/chosen: -1.1953
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- Logps/chosen Top Tokens: -0.0007
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- Logps/rejected Top Tokens: -0.0007
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- Logps/chosen Bottom Tokens: -14.375
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- Logps/rejected Bottom Tokens: -14.3125
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen | Logps/chosen Top Tokens | Logps/rejected Top Tokens | Logps/chosen Bottom Tokens | Logps/rejected Bottom Tokens |
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|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|:-----------------------:|:-------------------------:|:--------------------------:|:----------------------------:|
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| 0.678 | 0.1963 | 100 | 0.6789 | -0.0275 | -0.0608 | 0.5881 | 0.0332 | -344.0 | -396.0 | -1.1562 | -1.0938 | -0.0009 | -0.0009 | -14.0625 | -14.0 |
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| 0.645 | 0.3925 | 200 | 0.6489 | -0.2871 | -0.4238 | 0.6448 | 0.1367 | -380.0 | -422.0 | -1.2031 | -1.1562 | -0.0009 | -0.0009 | -14.375 | -14.3125 |
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| 0.6396 | 0.5888 | 300 | 0.6304 | -0.4512 | -0.6797 | 0.6627 | 0.2275 | -406.0 | -438.0 | -1.2344 | -1.1875 | -0.0007 | -0.0008 | -14.375 | -14.3125 |
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| 0.6102 | 0.7851 | 400 | 0.6268 | -0.5039 | -0.7617 | 0.6567 | 0.2578 | -414.0 | -444.0 | -1.2344 | -1.1875 | -0.0007 | -0.0007 | -14.3125 | -14.25 |
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| 0.6084 | 0.9814 | 500 | 0.6259 | -0.5234 | -0.7852 | 0.6567 | 0.2617 | -416.0 | -446.0 | -1.2422 | -1.1953 | -0.0007 | -0.0007 | -14.375 | -14.3125 |
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### Framework versions
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all_results.json
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model.safetensors
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train_results.json
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