End of training
Browse files- README.md +15 -9
- all_results.json +13 -0
- config.json +1 -1
- eval_results.json +13 -13
- runs/May26_06-26-16_ubuntu/events.out.tfevents.1716767808.ubuntu.2970062.1 +3 -0
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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@@ -15,17 +21,17 @@ should probably proofread and complete it, then remove this comment. -->
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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
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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: -10.
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- Rewards/rejected: -16.
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- Rewards/accuracies: 0.7285
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- Rewards/margins: 5.
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- Logps/rejected: -424.
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- Logps/chosen: -383.
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- Logits/rejected: -0.
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- Logits/chosen: -1.
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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: 1.1487
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- Rewards/chosen: -10.8742
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- Rewards/rejected: -16.0045
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- Rewards/accuracies: 0.7285
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- Rewards/margins: 5.1303
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- Logps/rejected: -424.4627
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- Logps/chosen: -383.6538
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- Logits/rejected: -0.5906
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- Logits/chosen: -1.0023
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## Model description
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all_results.json
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{
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"epoch": 3.0,
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"total_flos": 0.0,
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"train_loss": 0.21746732159101023,
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"train_runtime": 62085.3048,
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{
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"epoch": 3.0,
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"eval_logits/chosen": -1.0022624731063843,
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"eval_logits/rejected": -0.5906034111976624,
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"eval_logps/chosen": -383.65380859375,
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"eval_logps/rejected": -424.4626770019531,
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"eval_loss": 1.148720145225525,
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"eval_rewards/accuracies": 0.728515625,
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"eval_rewards/chosen": -10.874195098876953,
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"eval_rewards/margins": 5.130314826965332,
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"eval_rewards/rejected": -16.0045108795166,
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"eval_runtime": 215.9812,
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"eval_samples": 2000,
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"eval_samples_per_second": 9.26,
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"eval_steps_per_second": 0.148,
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"total_flos": 0.0,
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"train_loss": 0.21746732159101023,
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"train_runtime": 62085.3048,
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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": "4.40.2",
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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": "4.40.2",
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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": 0
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"eval_logits/chosen": -
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"eval_logits/rejected": -
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"eval_logps/chosen": -
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"eval_logps/rejected": -
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"eval_loss":
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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":
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"eval_samples": 2000,
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"eval_samples_per_second": 9.
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"eval_steps_per_second": 0.
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}
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{
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"epoch": 3.0,
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"eval_logits/chosen": -1.0022624731063843,
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"eval_logits/rejected": -0.5906034111976624,
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"eval_logps/chosen": -383.65380859375,
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"eval_logps/rejected": -424.4626770019531,
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"eval_loss": 1.148720145225525,
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"eval_rewards/accuracies": 0.728515625,
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"eval_rewards/chosen": -10.874195098876953,
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"eval_rewards/margins": 5.130314826965332,
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"eval_rewards/rejected": -16.0045108795166,
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"eval_runtime": 215.9812,
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"eval_samples": 2000,
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"eval_samples_per_second": 9.26,
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"eval_steps_per_second": 0.148
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}
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runs/May26_06-26-16_ubuntu/events.out.tfevents.1716767808.ubuntu.2970062.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f87e59bd24220b0926516f26b803c428192e39ec7d60b7d7128e70eebc710d8
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size 828
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