NicholasCorrado commited on
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Model save

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Files changed (4) hide show
  1. README.md +13 -20
  2. all_results.json +3 -16
  3. train_results.json +3 -3
  4. trainer_state.json +517 -533
README.md CHANGED
@@ -3,15 +3,9 @@ library_name: transformers
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  license: apache-2.0
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  base_model: alignment-handbook/zephyr-7b-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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- - 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: zephyr-7b-uf-dpo-2e
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  results: []
@@ -22,17 +16,17 @@ should probably proofread and complete it, then remove this comment. -->
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  # zephyr-7b-uf-dpo-2e
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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 HuggingFaceH4/ultrafeedback_binarized dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5016
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- - Rewards/chosen: -1.5911
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- - Rewards/rejected: -2.8172
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- - Rewards/accuracies: 0.7695
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- - Rewards/margins: 1.2260
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- - Logps/rejected: -544.3789
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- - Logps/chosen: -421.7447
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- - Logits/rejected: 2.2404
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- - Logits/chosen: 1.4759
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  ## Model description
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@@ -69,10 +63,9 @@ 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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- | 0.5692 | 0.4184 | 100 | 0.5671 | -0.3691 | -0.9295 | 0.7344 | 0.5604 | -355.6129 | -299.5389 | -1.1363 | -1.3128 |
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- | 0.5056 | 0.8368 | 200 | 0.5104 | -0.9550 | -1.8507 | 0.7852 | 0.8957 | -447.7286 | -358.1263 | 1.4954 | 0.9604 |
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- | 0.3744 | 1.2552 | 300 | 0.5120 | -1.3455 | -2.5618 | 0.7617 | 1.2163 | -518.8406 | -397.1791 | 1.8527 | 0.9871 |
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- | 0.351 | 1.6736 | 400 | 0.5019 | -1.5195 | -2.7388 | 0.7695 | 1.2193 | -536.5389 | -414.5813 | 2.1782 | 1.4005 |
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  ### Framework versions
 
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  license: apache-2.0
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  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-uf-dpo-2e
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  results: []
 
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  # zephyr-7b-uf-dpo-2e
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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 an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.4996
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+ - Rewards/chosen: -1.5624
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+ - Rewards/rejected: -2.7607
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+ - Rewards/accuracies: 0.7734
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+ - Rewards/margins: 1.1983
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+ - Logps/rejected: -538.7272
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+ - Logps/chosen: -418.8674
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+ - Logits/rejected: 2.1269
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+ - Logits/chosen: 1.2559
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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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+ | 0.5424 | 0.5021 | 120 | 0.5378 | -0.5794 | -1.3437 | 0.7578 | 0.7642 | -397.0288 | -320.5744 | -0.5261 | -0.7461 |
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+ | 0.4857 | 1.0042 | 240 | 0.5071 | -0.9384 | -1.8536 | 0.7695 | 0.9153 | -448.0264 | -356.4662 | 0.8934 | 0.1618 |
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+ | 0.3605 | 1.5063 | 360 | 0.4996 | -1.5624 | -2.7607 | 0.7734 | 1.1983 | -538.7272 | -418.8674 | 2.1269 | 1.2559 |
 
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  ### Framework versions
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