sfulay commited on
Commit
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1 Parent(s): bd38509

Model save

Browse files
README.md CHANGED
@@ -4,6 +4,7 @@ base_model: alignment-handbook/zephyr-7b-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: zephyr-7b-dpo-full-gpt-reward-scale-05
@@ -17,15 +18,15 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5099
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- - Rewards/chosen: -2.9128
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- - Rewards/rejected: -4.2868
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- - Rewards/accuracies: 0.7328
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- - Rewards/margins: 1.3740
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- - Logps/rejected: -674.3233
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- - Logps/chosen: -575.2830
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- - Logits/rejected: 2.9146
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- - Logits/chosen: 0.8634
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  ## Model description
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@@ -62,14 +63,14 @@ The following hyperparameters were used during training:
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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 |
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  |:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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- | 0.6688 | 0.1147 | 50 | 0.6561 | -0.0264 | -0.1297 | 0.6767 | 0.1033 | -258.6208 | -286.6466 | -2.5069 | -2.6066 |
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- | 0.5822 | 0.2294 | 100 | 0.5813 | -0.9069 | -1.4729 | 0.6724 | 0.5660 | -392.9425 | -374.6986 | 0.4795 | -0.0936 |
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- | 0.5512 | 0.3440 | 150 | 0.5534 | -0.9841 | -1.8057 | 0.7284 | 0.8216 | -426.2166 | -382.4128 | 2.9841 | 1.9098 |
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- | 0.5364 | 0.4587 | 200 | 0.5368 | -1.4185 | -2.3616 | 0.7328 | 0.9430 | -481.8062 | -425.8600 | 3.8766 | 2.4303 |
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- | 0.5308 | 0.5734 | 250 | 0.5235 | -2.3552 | -3.5698 | 0.7284 | 1.2145 | -602.6266 | -519.5305 | 4.2409 | 2.4548 |
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- | 0.532 | 0.6881 | 300 | 0.5117 | -2.5133 | -3.7138 | 0.7198 | 1.2004 | -617.0262 | -535.3408 | 3.0154 | 1.1080 |
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- | 0.5064 | 0.8028 | 350 | 0.5117 | -2.6361 | -3.9100 | 0.7241 | 1.2739 | -636.6490 | -547.6198 | 2.6854 | 0.7127 |
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- | 0.5105 | 0.9174 | 400 | 0.5099 | -2.9128 | -4.2868 | 0.7328 | 1.3740 | -674.3233 | -575.2830 | 2.9146 | 0.8634 |
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  ### Framework versions
 
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  tags:
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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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  model-index:
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  - name: zephyr-7b-dpo-full-gpt-reward-scale-05
 
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  This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5238
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+ - Rewards/chosen: -1.1890
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+ - Rewards/rejected: -2.1821
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+ - Rewards/accuracies: 0.7241
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+ - Rewards/margins: 0.9930
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+ - Logps/rejected: -463.8542
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+ - Logps/chosen: -402.9079
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+ - Logits/rejected: 3.3069
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+ - Logits/chosen: 1.9855
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  ## Model description
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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 |
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  |:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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+ | 0.6687 | 0.1147 | 50 | 0.6560 | -0.0264 | -0.1298 | 0.6724 | 0.1034 | -258.6246 | -286.6438 | -2.5075 | -2.6072 |
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+ | 0.581 | 0.2294 | 100 | 0.5764 | -0.7311 | -1.3172 | 0.7155 | 0.5861 | -377.3666 | -357.1160 | 0.6340 | 0.0270 |
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+ | 0.558 | 0.3440 | 150 | 0.5510 | -1.2031 | -1.9696 | 0.7241 | 0.7665 | -442.6071 | -404.3199 | 3.0036 | 2.0828 |
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+ | 0.5346 | 0.4587 | 200 | 0.5381 | -1.1677 | -2.0355 | 0.7112 | 0.8679 | -449.2019 | -400.7711 | 2.7759 | 1.7577 |
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+ | 0.5391 | 0.5734 | 250 | 0.5333 | -1.0858 | -1.9666 | 0.7198 | 0.8807 | -442.3041 | -392.5903 | 2.9561 | 1.8167 |
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+ | 0.5479 | 0.6881 | 300 | 0.5265 | -1.0463 | -1.9706 | 0.7069 | 0.9243 | -442.7093 | -388.6379 | 3.2239 | 2.0026 |
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+ | 0.5232 | 0.8028 | 350 | 0.5262 | -1.3359 | -2.3191 | 0.7241 | 0.9832 | -477.5577 | -417.5966 | 3.6066 | 2.3484 |
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+ | 0.5267 | 0.9174 | 400 | 0.5238 | -1.1890 | -2.1821 | 0.7241 | 0.9930 | -463.8542 | -402.9079 | 3.3069 | 1.9855 |
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  ### Framework versions
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