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README.md
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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-70m](https://huggingface.co/EleutherAI/pythia-2.8b) supervised finetuned with [Anthropic-hh-rlhf dataset](https://huggingface.co/datasets/Anthropic/hh-rlhf) for 1 epoch [(sft-model)](https://huggingface.co/lomahony/eleuther-pythia2.8b-hh-sft),
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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/r7igws83?workspace=user-lauraomahony)
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[Benchmark evaluations](https://github.com/lomahony/direct-preference-optimization/blob/main/model_eval_files/eleuther-pythia2.8b-hh-dpo.txt) done using [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness/tree/big-refactor).
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See [Pythia-70m](https://huggingface.co/EleutherAI/pythia-2.8b) for original model details [(paper)](https://arxiv.org/abs/2101.00027).
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