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Commit
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Model save

Browse files
README.md CHANGED
@@ -2,13 +2,9 @@
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  license: apache-2.0
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  library_name: peft
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  tags:
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- - alignment-handbook
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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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- - sablo/HelpSteer_binarized
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  base_model: sablo/sablo-pebble-mistral
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  model-index:
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  - name: sablo-pebble-mistral-dpo-lora-HelpSteer_binarized
@@ -20,17 +16,17 @@ should probably proofread and complete it, then remove this comment. -->
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  # sablo-pebble-mistral-dpo-lora-HelpSteer_binarized
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- This model is a fine-tuned version of [sablo/sablo-pebble-mistral](https://huggingface.co/sablo/sablo-pebble-mistral) on the sablo/HelpSteer_binarized dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5212
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- - Rewards/chosen: -2.5398
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- - Rewards/rejected: -3.5311
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- - Rewards/accuracies: 0.7406
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- - Rewards/margins: 0.9913
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- - Logps/rejected: -214.9349
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- - Logps/chosen: -206.5847
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- - Logits/rejected: -2.0624
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- - Logits/chosen: -2.1620
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  ## Model description
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@@ -65,11 +61,16 @@ 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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- | 0.652 | 0.2 | 200 | 0.6595 | 0.0498 | -0.0320 | 0.6415 | 0.0818 | -98.2975 | -120.2629 | -2.0236 | -2.1231 |
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- | 0.4905 | 0.39 | 400 | 0.5551 | -1.6581 | -2.1527 | 0.6958 | 0.4946 | -168.9884 | -177.1946 | -2.0950 | -2.1951 |
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- | 0.4249 | 0.59 | 600 | 0.5327 | -3.4554 | -4.3247 | 0.7241 | 0.8693 | -241.3867 | -237.1045 | -2.0782 | -2.1773 |
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- | 0.5858 | 0.79 | 800 | 0.5207 | -2.5072 | -3.4512 | 0.7335 | 0.9440 | -212.2718 | -205.4982 | -2.0586 | -2.1591 |
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- | 0.6128 | 0.98 | 1000 | 0.5212 | -2.5398 | -3.5311 | 0.7406 | 0.9913 | -214.9349 | -206.5847 | -2.0624 | -2.1620 |
 
 
 
 
 
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  ### Framework versions
 
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  license: apache-2.0
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  library_name: peft
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  tags:
 
 
5
  - trl
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  - dpo
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  - generated_from_trainer
 
 
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  base_model: sablo/sablo-pebble-mistral
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  model-index:
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  - name: sablo-pebble-mistral-dpo-lora-HelpSteer_binarized
 
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  # sablo-pebble-mistral-dpo-lora-HelpSteer_binarized
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+ This model is a fine-tuned version of [sablo/sablo-pebble-mistral](https://huggingface.co/sablo/sablo-pebble-mistral) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.5371
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+ - Rewards/chosen: -0.9335
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+ - Rewards/rejected: -1.6455
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+ - Rewards/accuracies: 0.7264
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+ - Rewards/margins: 0.7121
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+ - Logps/rejected: -298.0735
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+ - Logps/chosen: -253.4149
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+ - Logits/rejected: -2.4554
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+ - Logits/chosen: -2.5093
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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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+ | 0.6874 | 0.1 | 100 | 0.6892 | 0.0213 | 0.0133 | 0.6698 | 0.0080 | -132.1924 | -157.9395 | -2.4463 | -2.4843 |
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+ | 0.6592 | 0.2 | 200 | 0.6594 | 0.0055 | -0.0704 | 0.6698 | 0.0759 | -140.5588 | -159.5180 | -2.4922 | -2.5370 |
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+ | 0.5451 | 0.3 | 300 | 0.5867 | -0.4490 | -0.7587 | 0.6863 | 0.3097 | -209.3938 | -204.9713 | -2.5128 | -2.5620 |
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+ | 0.4933 | 0.39 | 400 | 0.5591 | -0.6060 | -1.1029 | 0.7146 | 0.4968 | -243.8062 | -220.6713 | -2.4868 | -2.5386 |
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+ | 0.5271 | 0.49 | 500 | 0.5488 | -0.6712 | -1.2738 | 0.7193 | 0.6026 | -260.8958 | -227.1889 | -2.4784 | -2.5312 |
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+ | 0.4594 | 0.59 | 600 | 0.5418 | -0.7977 | -1.4672 | 0.7311 | 0.6695 | -280.2420 | -239.8430 | -2.4672 | -2.5200 |
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+ | 0.5444 | 0.69 | 700 | 0.5358 | -0.7688 | -1.4528 | 0.7335 | 0.6840 | -278.8014 | -236.9531 | -2.4594 | -2.5127 |
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+ | 0.5755 | 0.79 | 800 | 0.5405 | -1.0672 | -1.7631 | 0.7311 | 0.6959 | -309.8293 | -266.7906 | -2.4585 | -2.5118 |
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+ | 0.5495 | 0.89 | 900 | 0.5371 | -0.9321 | -1.6450 | 0.7288 | 0.7129 | -298.0242 | -253.2804 | -2.4558 | -2.5096 |
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+ | 0.5948 | 0.98 | 1000 | 0.5371 | -0.9335 | -1.6455 | 0.7264 | 0.7121 | -298.0735 | -253.4149 | -2.4554 | -2.5093 |
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