metadata
{}
allenai/open_instruct: Generation Dataset
See https://github.com/allenai/open-instruct/blob/main/docs/algorithms/rejection_sampling.md for more detail
Configs
args:
{'add_timestamp': False,
'hf_entity': 'jacobmorrison',
'hf_repo_id': 'generation_9350',
'mode': 'generation',
'model_name_or_path': '/model',
'push_to_hub': True,
'revision': 'main',
'save_filename': '/output/shards/9350/12.jsonl',
'skill': 'chat'}
dataset_args:
{'dataset_end_idx': 6175,
'dataset_name': 'HuggingFaceH4/no_robots',
'dataset_start_idx': 5700,
'dataset_test_split': 'validation',
'dataset_text_field': 'prompt',
'dataset_train_split': 'train',
'sanity_check': False,
'sanity_check_size': 100}
gen_args:
{'num_completions': 8,
'response_length': 2048,
'temperature': 0.8,
'tensor_parallel_size': 1,
'top_p': 0.9}
Reproduce this dataset
- Download the
['generation.py', '12.jsonl']from the https://huggingface.co/datasets/jacobmorrison/generation_9350. - Run
python open_instruct/rejection_sampling/generation.py --dataset_name HuggingFaceH4/no_robots --model_name_or_path /model --dataset_start_idx 5700 --dataset_end_idx 6175 --save_filename /output/shards/9350/12.jsonl --hf_repo_id generation_9350 --no_add_timestamp --push_to_hub --num_completions 8 --tensor_parallel_size 1