martimfasantos
commited on
End of training
Browse files- README.md +10 -8
- all_results.json +13 -0
- eval_results.json +16 -0
- runs/May10_17-24-35_poseidon/events.out.tfevents.1715362408.poseidon.2825808.1 +3 -0
README.md
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license: apache-2.0
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library_name: peft
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tags:
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- trl
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- dpo
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- alignment-handbook
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- generated_from_trainer
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base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
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model-index:
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- name: tinyllama-1.1b-sum-dpo-qlora
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results: []
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# tinyllama-1.1b-sum-dpo-qlora
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Logits/chosen: -3.0239
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- Logits/rejected: -3.0176
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- Logps/chosen: -166.7881
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- Logps/rejected: -187.0472
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- Loss: 0.6482
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- Rewards/accuracies: 0.6171
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- Rewards/chosen: -0.9538
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- Rewards/margins: 0.1656
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- Rewards/rejected: -1.1194
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## Model description
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license: apache-2.0
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library_name: peft
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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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base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
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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-qlora
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results: []
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# tinyllama-1.1b-sum-dpo-qlora
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This model is a fine-tuned version of [martimfasantos/tinyllama-1.1b-sum-sft-qlora](https://huggingface.co/martimfasantos/tinyllama-1.1b-sum-sft-qlora) 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: 0.6482
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- Rewards/chosen: -0.9538
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- Rewards/rejected: -1.1194
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- Rewards/accuracies: 0.6171
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- Rewards/margins: 0.1656
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- Logps/rejected: -187.0472
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- Logps/chosen: -166.7881
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- Logits/rejected: -3.0176
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- Logits/chosen: -3.0239
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## Model description
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all_results.json
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{
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"epoch": 1.0,
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"train_loss": 0.0003277428618961422,
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"train_runtime": 17.7068,
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"train_samples": 92858,
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{
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"epoch": 1.0,
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"eval_logits/chosen": -3.023923397064209,
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"eval_logits/rejected": -3.017603874206543,
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"eval_logps/chosen": -166.78807067871094,
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"eval_logps/rejected": -187.0471954345703,
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"eval_loss": 0.6481729745864868,
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"eval_rewards/accuracies": 0.6171003580093384,
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"eval_rewards/chosen": -0.9537805914878845,
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"eval_rewards/margins": 0.1656205952167511,
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"eval_rewards/rejected": -1.1194013357162476,
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"eval_runtime": 483.9291,
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"eval_samples": 4304,
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"eval_samples_per_second": 8.894,
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"eval_steps_per_second": 1.112,
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"train_loss": 0.0003277428618961422,
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"train_runtime": 17.7068,
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"train_samples": 92858,
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eval_results.json
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{
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"epoch": 1.0,
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"eval_logits/chosen": -3.023923397064209,
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"eval_logits/rejected": -3.017603874206543,
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"eval_logps/chosen": -166.78807067871094,
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"eval_logps/rejected": -187.0471954345703,
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"eval_loss": 0.6481729745864868,
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"eval_rewards/accuracies": 0.6171003580093384,
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"eval_rewards/chosen": -0.9537805914878845,
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"eval_rewards/margins": 0.1656205952167511,
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"eval_rewards/rejected": -1.1194013357162476,
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"eval_runtime": 483.9291,
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"eval_samples": 4304,
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"eval_samples_per_second": 8.894,
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"eval_steps_per_second": 1.112
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}
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runs/May10_17-24-35_poseidon/events.out.tfevents.1715362408.poseidon.2825808.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:17351d92b525e2982b03f12e406dede84638b2c14162f66f4796dfa5070a83b8
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size 828
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