RikkiXu commited on
Commit
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Model save

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README.md CHANGED
@@ -1,4 +1,6 @@
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  ---
 
 
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  tags:
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  - trl
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  - dpo
@@ -13,17 +15,17 @@ should probably proofread and complete it, then remove this comment. -->
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  # zephyr-7b-dpo-full
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- This model was trained from scratch on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1592
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- - Rewards/chosen: 8.1420
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- - Rewards/rejected: -16.5137
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- - Rewards/accuracies: 0.9219
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- - Rewards/margins: 24.6558
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- - Logps/rejected: -126.2682
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- - Logps/chosen: -121.4882
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- - Logits/rejected: -1.8539
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- - Logits/chosen: -1.8512
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  ## Model description
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@@ -60,10 +62,10 @@ 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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- | 0.1483 | 0.21 | 100 | 0.1321 | 6.9750 | -14.0592 | 0.9336 | 21.0342 | -121.3591 | -123.8222 | -1.7705 | -1.7813 |
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- | 0.2084 | 0.42 | 200 | 0.1510 | 8.5839 | -14.8837 | 0.9375 | 23.4677 | -123.0082 | -120.6044 | -1.8622 | -1.8630 |
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- | 0.2072 | 0.63 | 300 | 0.1658 | 7.7715 | -16.5062 | 0.9219 | 24.2778 | -126.2532 | -122.2292 | -1.8451 | -1.8438 |
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- | 0.1918 | 0.84 | 400 | 0.1592 | 8.1420 | -16.5137 | 0.9219 | 24.6558 | -126.2682 | -121.4882 | -1.8539 | -1.8512 |
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  ### Framework versions
 
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  ---
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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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  # zephyr-7b-dpo-full
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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: 0.2144
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+ - Rewards/chosen: -2.2032
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+ - Rewards/rejected: -6.3258
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+ - Rewards/accuracies: 0.8984
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+ - Rewards/margins: 4.1226
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+ - Logps/rejected: -812.5331
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+ - Logps/chosen: -477.7561
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+ - Logits/rejected: 1.2277
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+ - Logits/chosen: -0.1965
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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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+ | 0.3617 | 0.21 | 100 | 0.3445 | -1.1381 | -2.9522 | 0.8633 | 1.8140 | -475.1705 | -371.2483 | -1.3192 | -1.5665 |
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+ | 0.2941 | 0.42 | 200 | 0.2595 | -1.5303 | -4.5965 | 0.8711 | 3.0662 | -639.6045 | -410.4631 | -0.2909 | -1.0255 |
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+ | 0.259 | 0.63 | 300 | 0.2187 | -2.2257 | -6.1115 | 0.8945 | 3.8858 | -791.1059 | -480.0016 | 1.2573 | -0.0803 |
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+ | 0.2268 | 0.84 | 400 | 0.2144 | -2.2032 | -6.3258 | 0.8984 | 4.1226 | -812.5331 | -477.7561 | 1.2277 | -0.1965 |
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  ### Framework versions
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