End of training
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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-align-scan-9e-07-0.86-linear-2.0
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results: []
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@@ -16,17 +22,17 @@ should probably proofread and complete it, then remove this comment. -->
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# zephyr-7b-align-scan-9e-07-0.86-linear-2.0
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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
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It achieves the following results on the evaluation set:
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- Loss: 1.
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- Rewards/chosen: 0.
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- Rewards/rejected: -1.
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- Rewards/accuracies: 0.
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- Rewards/margins: 2.
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- Logps/rejected: -
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- Logps/chosen: -
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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-align-scan-9e-07-0.86-linear-2.0
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results: []
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# zephyr-7b-align-scan-9e-07-0.86-linear-2.0
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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: 1.2207
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- Rewards/chosen: 0.7526
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- Rewards/rejected: -1.3224
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- Rewards/accuracies: 0.3294
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- Rewards/margins: 2.0750
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- Logps/rejected: -82.6661
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- Logps/chosen: -73.6161
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- Logits/rejected: -2.6026
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- Logits/chosen: -2.6190
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## Model description
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all_results.json
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{
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"epoch": 2.0,
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"total_flos": 0.0,
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"train_loss": 0.6794358088995106,
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"train_runtime": 6413.3344,
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{
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"epoch": 2.0,
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"eval_logits/chosen": -2.6189608573913574,
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"eval_logits/rejected": -2.6026179790496826,
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"eval_logps/chosen": -73.61612701416016,
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"eval_logps/rejected": -82.66606140136719,
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"eval_loss": 1.2207262516021729,
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"eval_rewards/accuracies": 0.329365074634552,
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"eval_rewards/chosen": 0.7525964975357056,
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"eval_rewards/margins": 2.075026512145996,
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"eval_rewards/rejected": -1.32243013381958,
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"eval_runtime": 113.5924,
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"eval_samples": 2000,
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"eval_samples_per_second": 17.607,
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"eval_steps_per_second": 0.555,
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"total_flos": 0.0,
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"train_loss": 0.6794358088995106,
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"train_runtime": 6413.3344,
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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": "4.44.2",
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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": "4.44.2",
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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": 2.0,
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"eval_logits/chosen": -2.6189608573913574,
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"eval_logits/rejected": -2.6026179790496826,
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"eval_logps/chosen": -73.61612701416016,
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"eval_logps/rejected": -82.66606140136719,
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"eval_loss": 1.2207262516021729,
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"eval_rewards/accuracies": 0.329365074634552,
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"eval_rewards/chosen": 0.7525964975357056,
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"eval_rewards/margins": 2.075026512145996,
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"eval_rewards/rejected": -1.32243013381958,
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"eval_runtime": 113.5924,
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"eval_samples": 2000,
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"eval_samples_per_second": 17.607,
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"eval_steps_per_second": 0.555
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}
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runs/Sep27_11-09-17_qa-a100-005.crc.nd.edu/events.out.tfevents.1727456629.qa-a100-005.crc.nd.edu.4081404.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:95fd9abf85adac17d7329172b9d4686e1e3d76ced98033a459a29956ef7cef5b
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size 828
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