End of training
Browse files- README.md +15 -9
- all_results.json +13 -0
- config.json +1 -1
- eval_results.json +16 -0
- runs/Apr27_17-32-57_660111d13776/events.out.tfevents.1714238537.660111d13776.65508.1 +3 -0
README.md
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license: other
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base_model: HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
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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-gemma-ipo
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results: []
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@@ -15,17 +21,17 @@ should probably proofread and complete it, then remove this comment. -->
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# zephyr-7b-gemma-ipo
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This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-gemma-sft-v0.1](https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-sft-v0.1) on
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It achieves the following results on the evaluation set:
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- Loss:
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- Rewards/chosen: -0.
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- Rewards/rejected: -0.
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- Rewards/accuracies: 0.8021
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- Rewards/margins: 0.
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- Logps/rejected: -15.
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- Logps/chosen: -11.
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- Logits/rejected: 99.
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- Logits/chosen: 99.
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## Model description
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license: other
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base_model: HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
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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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- argilla/dpo-mix-7k
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model-index:
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- name: zephyr-7b-gemma-ipo
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results: []
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# zephyr-7b-gemma-ipo
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This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-gemma-sft-v0.1](https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-sft-v0.1) on the argilla/dpo-mix-7k dataset.
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It achieves the following results on the evaluation set:
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- Loss: 61.0152
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- Rewards/chosen: -0.4988
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- Rewards/rejected: -0.6909
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- Rewards/accuracies: 0.8021
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- Rewards/margins: 0.1921
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- Logps/rejected: -15.3755
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- Logps/chosen: -11.4268
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- Logits/rejected: 99.7522
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- Logits/chosen: 99.5411
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## Model description
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all_results.json
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{
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"epoch": 1.971563981042654,
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"total_flos": 0.0,
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"train_loss": 77.37614455589882,
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"train_runtime": 2312.9834,
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{
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"epoch": 1.971563981042654,
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"eval_logits/chosen": 99.54110717773438,
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"eval_logits/rejected": 99.75216674804688,
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"eval_logps/chosen": -11.42675495147705,
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"eval_logps/rejected": -15.375484466552734,
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"eval_loss": 61.015228271484375,
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"eval_rewards/accuracies": 0.8020833134651184,
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"eval_rewards/chosen": -0.49881264567375183,
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"eval_rewards/margins": 0.1921073943376541,
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"eval_rewards/rejected": -0.6909201145172119,
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"eval_runtime": 120.2204,
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"eval_samples": 750,
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"eval_samples_per_second": 6.239,
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"eval_steps_per_second": 0.2,
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"total_flos": 0.0,
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"train_loss": 77.37614455589882,
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"train_runtime": 2312.9834,
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config.json
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"rope_theta": 10000.0,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.1",
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"use_cache":
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"vocab_size": 256000
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}
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"rope_theta": 10000.0,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.1",
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"use_cache": true,
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"vocab_size": 256000
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}
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eval_results.json
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{
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"epoch": 1.971563981042654,
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"eval_logits/chosen": 99.54110717773438,
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"eval_logits/rejected": 99.75216674804688,
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"eval_logps/chosen": -11.42675495147705,
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"eval_logps/rejected": -15.375484466552734,
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"eval_loss": 61.015228271484375,
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"eval_rewards/accuracies": 0.8020833134651184,
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"eval_rewards/chosen": -0.49881264567375183,
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"eval_rewards/margins": 0.1921073943376541,
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"eval_rewards/rejected": -0.6909201145172119,
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"eval_runtime": 120.2204,
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"eval_samples": 750,
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"eval_samples_per_second": 6.239,
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"eval_steps_per_second": 0.2
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}
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runs/Apr27_17-32-57_660111d13776/events.out.tfevents.1714238537.660111d13776.65508.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd81d46a89a7691c8aac101fc3fad898d4bc71b21a988a9dac0fcb457eff3d0a
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size 815
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