RikkiXu commited on
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Model save

Browse files
README.md CHANGED
@@ -13,17 +13,17 @@ 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 an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7111
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- - Rewards/chosen: -0.8296
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- - Rewards/rejected: -0.9542
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- - Rewards/accuracies: 0.5625
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- - Rewards/margins: 0.1246
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- - Logps/rejected: -613.8080
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- - Logps/chosen: -473.4393
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- - Logits/rejected: -5.2824
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- - Logits/chosen: -5.0285
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  ## Model description
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@@ -42,7 +42,7 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 5e-08
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  - train_batch_size: 8
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  - eval_batch_size: 8
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  - seed: 42
@@ -58,16 +58,16 @@ The following hyperparameters were used during training:
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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 |
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- |:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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- | 0.5044 | 0.2558 | 100 | 0.7105 | -0.1129 | -0.0877 | 0.4727 | -0.0252 | -527.1570 | -401.7669 | -4.8307 | -4.6554 |
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- | 0.3343 | 0.5115 | 200 | 0.6982 | -0.5200 | -0.6117 | 0.5586 | 0.0918 | -579.5609 | -442.4707 | -5.1101 | -4.8657 |
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- | 0.2972 | 0.7673 | 300 | 0.7111 | -0.8296 | -0.9542 | 0.5625 | 0.1246 | -613.8080 | -473.4393 | -5.2824 | -5.0285 |
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  ### Framework versions
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- - Transformers 4.40.2
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  - Pytorch 2.1.2+cu118
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- - Datasets 2.19.1
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- - Tokenizers 0.19.1
 
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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: 1.3650
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+ - Rewards/chosen: -0.6695
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+ - Rewards/rejected: -0.0468
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+ - Rewards/accuracies: 0.3828
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+ - Rewards/margins: -0.6227
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+ - Logps/rejected: -518.8555
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+ - Logps/chosen: -397.1692
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+ - Logits/rejected: -4.7484
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+ - Logits/chosen: -4.5219
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 1e-07
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  - train_batch_size: 8
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  - eval_batch_size: 8
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  - seed: 42
 
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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 |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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+ | 0.216 | 0.26 | 100 | 1.1906 | -0.1088 | 0.4672 | 0.3984 | -0.5759 | -513.7159 | -391.5621 | -4.7718 | -4.5558 |
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+ | 0.1925 | 0.51 | 200 | 1.3563 | -0.3996 | 0.2819 | 0.375 | -0.6815 | -515.5683 | -394.4702 | -4.7427 | -4.5166 |
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+ | 0.179 | 0.77 | 300 | 1.3650 | -0.6695 | -0.0468 | 0.3828 | -0.6227 | -518.8555 | -397.1692 | -4.7484 | -4.5219 |
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  ### Framework versions
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+ - Transformers 4.38.2
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  - Pytorch 2.1.2+cu118
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.2
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