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-0.0-0.4-polynomial-2
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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-0.0-0.4-polynomial-2
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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: 0.
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- Rewards/chosen: 0.
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- Rewards/rejected:
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- Rewards/accuracies: 0.
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- Rewards/margins:
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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-0.0-0.4-polynomial-2
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results: []
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# zephyr-7b-align-scan-0.0-0.4-polynomial-2
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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: 0.8224
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- Rewards/chosen: -0.8205
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- Rewards/rejected: -1.9403
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- Rewards/accuracies: 0.3433
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- Rewards/margins: 1.1198
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- Logps/rejected: -85.6178
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- Logps/chosen: -76.3898
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- Logits/rejected: -2.4242
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- Logits/chosen: -2.4424
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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": 0.5438582648833593,
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"train_runtime": 2038.8345,
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{
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"epoch": 2.0,
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"eval_logits/chosen": -2.4423749446868896,
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"eval_logits/rejected": -2.424229860305786,
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"eval_logps/chosen": -76.38975524902344,
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"eval_logps/rejected": -85.61776733398438,
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"eval_loss": 0.8224331140518188,
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"eval_rewards/accuracies": 0.3432539701461792,
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"eval_rewards/chosen": -0.8205374479293823,
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"eval_rewards/margins": 1.119767189025879,
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"eval_rewards/rejected": -1.9403046369552612,
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"eval_runtime": 113.8823,
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"eval_samples": 2000,
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"eval_samples_per_second": 17.562,
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"eval_steps_per_second": 0.553,
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"total_flos": 0.0,
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"train_loss": 0.5438582648833593,
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"train_runtime": 2038.8345,
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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": -2.4423749446868896,
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"eval_logits/rejected": -2.424229860305786,
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"eval_logps/chosen": -76.38975524902344,
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"eval_logps/rejected": -85.61776733398438,
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"eval_loss": 0.8224331140518188,
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"eval_rewards/accuracies": 0.3432539701461792,
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"eval_rewards/chosen": -0.8205374479293823,
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"eval_rewards/margins": 1.119767189025879,
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"eval_rewards/rejected": -1.9403046369552612,
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"eval_runtime": 113.8823,
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"eval_samples": 2000,
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"eval_samples_per_second": 17.562,
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"eval_steps_per_second": 0.553
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}
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runs/Sep24_11-01-55_qa-a100-004.crc.nd.edu/events.out.tfevents.1727192564.qa-a100-004.crc.nd.edu.1820830.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:fdb8b37d54bedf7bc562c4cc0001b266a581d958626ba9fa23c6713fa60b02b5
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size 828
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