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--- |
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language: |
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- en |
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tags: |
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- pytorch |
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- causal-lm |
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- pythia |
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license: apache-2.0 |
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datasets: |
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- Anthropic/hh-rlhf |
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--- |
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[Pythia-410m](https://huggingface.co/EleutherAI/pythia-410m) supervised finetuned with [Anthropic-hh-rlhf dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf) for 1 epoch [(sft-model)](https://huggingface.co/lomahony/eleuther-pythia70m-hh-sft), before DPO [(paper)](https://arxiv.org/abs/2305.18290) with same dataset for 1 epoch. |
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[wandb log](https://wandb.ai/pythia_dpo/Pythia_LOM/runs/b3mh4jba?workspace=user-lauraomahony) |
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[Benchmark evaluations](https://github.com/lomahony/direct-preference-optimization/blob/main/model_eval_files/eleuther-pythia410m-hh-dpo.txt) done using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness/tree/big-refactor). |
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See [Pythia-410m](https://huggingface.co/EleutherAI/pythia-410m) for original model details [(paper)](https://arxiv.org/abs/2101.00027). |
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