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': True,
'dataset_end_idx': 37022,
'dataset_mixer_list': ['VGraf/tulu_paraphrase_questions_BIG_60000', '1.0'],
'dataset_shuffle_seed': -1,
'dataset_splits': ['train', 'train'],
'dataset_start_idx': 0,
'hf_entity': 'VGraf',
'hf_repo_id': 'generation',
'max_qs': 8,
'mode': 'generation',
'model_name_or_path': 'gpt-3.5-turbo-0125',
'push_to_hub': True,
'revision': 'main',
'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/BIG_nonsafety_pref_paraphrase_responses_VGraf/tulu_paraphrase_questions_BIG_60000.jsonl',
'skill': 'chat'}
dataset_config:
{'batched': False,
'binary_messages_key': 'messages',
'chat_template': 'simple_chat',
'convert_preference_to_binary_dataset': False,
'label': 'binary_labels',
'load_from_cache_file': False,
'max_prompt_token_lenth': None,
'max_token_length': None,
'ncols': 2,
'num_proc': 1,
'preference_chosen_key': 'chosen',
'preference_rejected_key': 'rejected',
'sanity_check': True,
'sanity_check_max_samples': 100,
'sft_messages_key': 'messages',
'train_only_on_prompt': False}
gen_args:
{'num_completions': 1,
'response_length': 2048,
'temperature': 0.8,
'tensor_parallel_size': 1,
'top_p': 0.9}
Reproduce this dataset
- Download the
['generation.py', 'tulu_paraphrase_questions_BIG_60000.jsonl']from the https://huggingface.co/datasets/VGraf/generation_1746587288. - Run
python open_instruct/rejection_sampling/generation.py --dataset_splits train train --model_name_or_path gpt-3.5-turbo-0125 --num_completions 1 --sanity_check --push_to_hub --dataset_mixer_list VGraf/tulu_paraphrase_questions_BIG_60000 1.0 --save_filename /weka/oe-adapt-default/victoriag/synth_data/BIG_nonsafety_pref_paraphrase_responses_VGraf/tulu_paraphrase_questions_BIG_60000.jsonl