messages listlengths 2 2 |
|---|
[
{
"content": "You will be given a definition of a task first, then some input of the task.\nGiven a premise, an initial context, an original ending, and a new ending, the task is to generate the counterfactual context that is aligned with the new ending. Each instance consists of a five-sentence story. The prem... |
[
{
"content": "Generate a single sentence summary given the following text.\n\nAdditional Context:\nA study conducted in 2020 shows that online education is becoming more and more popular for students. As students make the transition from traditional education to online courses, they gain more flexibility and ac... |
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': 2,
'dataset_mixer_list': ['VGraf/no_safety_tulu_pref', '2'],
'dataset_shuffle': True,
'dataset_splits': ['train', 'train'],
'dataset_start_idx': 0,
'hf_entity': 'VGraf',
'hf_repo_id': 'generation_multi',
'include_persona': False,
'max_qs': 7,
'mode': 'generation',
'model2_name_or_path': 'cleanrl/EleutherAI_pythia-6.9b-deduped__sft__tldr',
'model_name_or_path': 'gpt-3.5-turbo-0125',
'mt_token_cutoff': 8000,
'num_turns': 1,
'push_to_hub': True,
'revision': 'main',
'revision2': 'main',
'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/nonsafety_pref_related_prompts.jsonl',
'skill': 'related_prompts',
'user_type': 'follow-up'}
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_multi.py', 'nonsafety_pref_related_prompts.jsonl']from the https://huggingface.co/datasets/VGraf/generation_multi_1742346405. - Run
python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list VGraf/no_safety_tulu_pref 2 --dataset_splits train train --model_name_or_path gpt-3.5-turbo-0125 --num_completions 1 --dataset_shuffle --max_qs 7 --skill related_prompts --save_filename /weka/oe-adapt-default/victoriag/synth_data/nonsafety_pref_related_prompts.jsonl --sanity_check --push_to_hub
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