End of training
Browse files- README.md +16 -10
- all_results.json +13 -0
- config.json +1 -1
- eval_results.json +12 -12
README.md
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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-dpo-full
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results: []
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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
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Rewards/chosen: 31.
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- Rewards/rejected: 27.
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- Rewards/accuracies: 0.
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- Rewards/margins: 4.
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- Logps/rejected: -235.
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- Logps/chosen: -230.
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- Logits/rejected: -2.
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- Logits/chosen: -2.
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## Model description
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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-dpo-full
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results: []
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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 HuggingFaceH4/ultrafeedback_binarized dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2784
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- Rewards/chosen: 31.9054
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- Rewards/rejected: 27.5130
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- Rewards/accuracies: 0.5742
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- Rewards/margins: 4.3924
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- Logps/rejected: -235.1542
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- Logps/chosen: -230.6881
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- Logits/rejected: -2.6646
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- Logits/chosen: -2.6896
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## Model description
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all_results.json
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{
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"epoch": 1.0,
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"train_loss": 0.31381568898715734,
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"train_runtime": 7749.4814,
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"train_samples": 61134,
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{
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"epoch": 1.0,
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"eval_logits/chosen": -2.689567804336548,
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"eval_logits/rejected": -2.664588451385498,
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"eval_logps/chosen": -230.68809509277344,
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"eval_logps/rejected": -235.1542205810547,
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"eval_loss": 0.27835845947265625,
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"eval_rewards/accuracies": 0.57421875,
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"eval_rewards/chosen": 31.905372619628906,
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"eval_rewards/margins": 4.392405033111572,
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"eval_rewards/rejected": 27.51296615600586,
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"eval_runtime": 96.4814,
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"eval_samples": 2000,
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"eval_samples_per_second": 20.729,
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"eval_steps_per_second": 0.332,
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"train_loss": 0.31381568898715734,
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"train_runtime": 7749.4814,
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"train_samples": 61134,
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config.json
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.2",
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"use_cache":
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"vocab_size": 32000
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}
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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eval_results.json
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{
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"epoch": 1.0,
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"eval_logits/chosen": -2.
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"eval_logits/rejected": -2.
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"eval_logps/chosen": -
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"eval_logps/rejected": -
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"eval_loss": 0.
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"eval_rewards/accuracies": 0.
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"eval_rewards/chosen":
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"eval_rewards/margins":
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"eval_rewards/rejected":
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"eval_runtime": 96.
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"eval_samples": 2000,
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"eval_samples_per_second": 20.
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"eval_steps_per_second": 0.
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}
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{
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"epoch": 1.0,
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"eval_logits/chosen": -2.689567804336548,
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"eval_logits/rejected": -2.664588451385498,
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"eval_logps/chosen": -230.68809509277344,
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"eval_logps/rejected": -235.1542205810547,
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"eval_loss": 0.27835845947265625,
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"eval_rewards/accuracies": 0.57421875,
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"eval_rewards/chosen": 31.905372619628906,
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"eval_rewards/margins": 4.392405033111572,
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"eval_rewards/rejected": 27.51296615600586,
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"eval_runtime": 96.4814,
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"eval_samples": 2000,
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"eval_samples_per_second": 20.729,
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"eval_steps_per_second": 0.332
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}
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