End of training
Browse files- README.md +13 -7
- all_results.json +13 -0
- config.json +1 -1
- eval_results.json +16 -0
- runs/Jun25_14-09-14_poseidon/events.out.tfevents.1719325503.poseidon.317546.1 +3 -0
README.md
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license: apache-2.0
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base_model: martimfasantos/tinyllama-1.1b-sum-sft-full_old
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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: tinyllama-1.1b-sum-dpo-full_LR2e-8_3epochs_old
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results: []
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# tinyllama-1.1b-sum-dpo-full_LR2e-8_3epochs_old
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This model is a fine-tuned version of [martimfasantos/tinyllama-1.1b-sum-sft-full_old](https://huggingface.co/martimfasantos/tinyllama-1.1b-sum-sft-full_old) on
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It achieves the following results on the evaluation set:
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- Logits/chosen: -3.0704
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- Logits/rejected: -3.0648
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- Logps/chosen: -62.9434
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- Logps/rejected: -68.7246
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- Loss: 0.6872
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- Rewards/accuracies: 0.5943
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- Rewards/chosen: -0.0423
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- Rewards/margins: 0.0131
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- Rewards/rejected: -0.0554
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## Model description
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license: apache-2.0
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base_model: martimfasantos/tinyllama-1.1b-sum-sft-full_old
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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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- openai/summarize_from_feedback
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model-index:
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- name: tinyllama-1.1b-sum-dpo-full_LR2e-8_3epochs_old
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results: []
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# tinyllama-1.1b-sum-dpo-full_LR2e-8_3epochs_old
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This model is a fine-tuned version of [martimfasantos/tinyllama-1.1b-sum-sft-full_old](https://huggingface.co/martimfasantos/tinyllama-1.1b-sum-sft-full_old) on the openai/summarize_from_feedback dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6872
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- Rewards/chosen: -0.0423
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- Rewards/rejected: -0.0554
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- Rewards/accuracies: 0.5943
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- Rewards/margins: 0.0131
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- Logps/rejected: -68.7246
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- Logps/chosen: -62.9434
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- Logits/rejected: -3.0648
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- Logits/chosen: -3.0704
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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": 0.000466351711199581,
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"train_runtime": 50.9431,
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{
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"epoch": 3.0,
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"eval_logits/chosen": -3.070441722869873,
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"eval_logits/rejected": -3.0647687911987305,
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"eval_logps/chosen": -62.94335174560547,
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"eval_logps/rejected": -68.72457122802734,
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"eval_loss": 0.6871925592422485,
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"eval_rewards/accuracies": 0.5943308472633362,
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"eval_rewards/chosen": -0.04231457784771919,
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"eval_rewards/margins": 0.013129997998476028,
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"eval_rewards/rejected": -0.05544458329677582,
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"eval_runtime": 383.6672,
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"eval_samples": 4304,
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"eval_samples_per_second": 11.218,
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"eval_steps_per_second": 1.402,
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"total_flos": 0.0,
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"train_loss": 0.000466351711199581,
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"train_runtime": 50.9431,
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config.json
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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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": "float32",
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"transformers_version": "4.41.2",
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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": 3.0,
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"eval_logits/chosen": -3.070441722869873,
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"eval_logits/rejected": -3.0647687911987305,
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"eval_logps/chosen": -62.94335174560547,
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"eval_logps/rejected": -68.72457122802734,
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"eval_loss": 0.6871925592422485,
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"eval_rewards/accuracies": 0.5943308472633362,
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"eval_rewards/chosen": -0.04231457784771919,
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"eval_rewards/margins": 0.013129997998476028,
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"eval_rewards/rejected": -0.05544458329677582,
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"eval_runtime": 383.6672,
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"eval_samples": 4304,
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"eval_samples_per_second": 11.218,
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"eval_steps_per_second": 1.402
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}
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runs/Jun25_14-09-14_poseidon/events.out.tfevents.1719325503.poseidon.317546.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:a419ffc106c1864cd87b4cb3f581a0a5c4b74d8b85fd7d9ecdf45c6ee1b3f816
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size 841
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