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# allenai/open_instruct: Rejection Sampling Dataset

See https://github.com/allenai/open-instruct/blob/main/docs/algorithms/rejection_sampling.md for more detail

## Configs

```
args:
{'add_timestamp': True,
 'hf_entity': 'vwxyzjn',
 'hf_repo_id': 'rejection_sampling',
 'hf_repo_id_scores': 'rejection_sampling_scores',
 'include_reference_completion_for_rejection_sampling': True,
 'input_filename': 'output/completions.jsonl',
 'max_forward_batch_size': 64,
 'mode': 'judgement',
 'model_names_or_paths': ['allenai/llama-3-tulu-2-8b-uf-mean-rm'],
 'num_completions': 3,
 'num_gpus': 1,
 'push_to_hub': True,
 'save_filename': 'output/rejection_sampled_completions.jsonl',
 'save_filename_scores': 'output/completions_scores.jsonl',
 'skill': 'chat'}
```

## Additional Information

1. Command used to run `python open_instruct/rejection_sampling/rejection_sampling.py --input_filename output/completions.jsonl --model_names_or_paths allenai/llama-3-tulu-2-8b-uf-mean-rm --save_filename_scores output/completions_scores.jsonl --save_filename output/rejection_sampled_completions.jsonl --num_completions 3 --push_to_hub --num_gpus 1`