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[ { "content": "Could you explicate the sequential approach requisite for incorporating Google BigQuery into my enterprise's sophisticated data analytics framework, and delve into the particular components that demand meticulous examination during this operation to guarantee optimal efficiency and stringent data ...
[ { "content": "Could you explicate the sequential approach requisite for incorporating Google BigQuery into my enterprise's sophisticated data analytics framework, and delve into the particular components that demand meticulous examination during this operation to guarantee optimal efficiency and stringent data ...
[ { "content": " ஒரு நாட்டின் பொருளாதார வளர்ச்சியை பாதிக்கும் முதன்மையான காரணிகள் யாவை?", "role": "user" }, { "content": "நாட்டின் பொருளாதார வளர்ச்சியை பாதிக்கும் முதன்மையான காரணிகள் பலவேறுவகைகளை அடங்குகின்றன. ஒவ்வொரு நாடும் உள்ளிட்ட அந்தணங்கள், அரசாங்கங்கள், வர்த்தக நிகரறிவுகள், மற்றும் அரசுப் பொருள்...
[ { "content": " ஒரு நாட்டின் பொருளாதார வளர்ச்சியை பாதிக்கும் முதன்மையான காரணிகள் யாவை?", "role": "user" }, { "content": "நாட்டின் பொருளாதார வளர்ச்சியை பாதிக்கும் முதன்மையான காரணிகள் பலவேறுவகைகளை அடங்குகின்றன. ஒவ்வொரு நாடும் உள்ளிட்ட அந்தணங்கள், அரசாங்கங்கள், வர்த்தக நிகரறிவுகள், மற்றும் அரசுப் பொருள்...
[ { "content": "Please provide [adjective] nouns, [adverb] verbs, and [place] to replace the placeholders in the following sentence:\nMy [adjective] [noun] [adverb] [verb] when I take him to [place].", "role": "user" }, { "content": "Certainly! Please provide playful nouns, quickly verbs, and colorful...
[ { "content": "Please provide [adjective] nouns, [adverb] verbs, and [place] to replace the placeholders in the following sentence:\nMy [adjective] [noun] [adverb] [verb] when I take him to [place].", "role": "user" }, { "content": "Certainly! Please provide playful nouns, quickly verbs, and colorful...
[ { "content": "Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. question: three indonesian policemen were wounded in the latest skirmish with rebels despite a ceasefire agreement in aceh province , police said saturday .\n\nWrite a brief summary in a sentence or so.\...
[ { "content": "Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. question: three indonesian policemen were wounded in the latest skirmish with rebels despite a ceasefire agreement in aceh province , police said saturday .\n\nWrite a brief summary in a sentence or so.\...
[ { "content": "Кыргыз тилинде сөздөрдү ташымалдоодо чен бирдикти билдирген кыскартылган сөздөр цифрадан бөлүнүп ташылбайт. Бул айтылган эреже туурабы? ", "role": "user" }, { "content": "In the Kyrgyz language, compound words cannot be divided by numbers, revealing a unique characteristic of express...
[ { "content": "Кыргыз тилинде сөздөрдү ташымалдоодо чен бирдикти билдирген кыскартылган сөздөр цифрадан бөлүнүп ташылбайт. Бул айтылган эреже туурабы? ", "role": "user" }, { "content": "In the Kyrgyz language, compound words cannot be divided by numbers, revealing a unique characteristic of express...
[ { "content": "Write code in Java to calculate the minimum number of coins needed to make change for a given amount.\n\nCoin denominations: [1, 5, 10, 25]\nAmount: 27\n\n Answer with at least 11 sentences.", "role": "user" }, { "content": "To calculate the minimum number of coins needed to make chang...
[ { "content": "Write code in Java to calculate the minimum number of coins needed to make change for a given amount.\n\nCoin denominations: [1, 5, 10, 25]\nAmount: 27\n\n Answer with at least 11 sentences.", "role": "user" }, { "content": "To calculate the minimum number of coins needed to make chang...
[ { "content": "Create an advanced Python program to generate a three-dimensional geometric object, specifically a diamond (two pyramids base-to-base), and store it in a 3D grid. You will need to determine the appropriate coordinates for the vertices of the diamond in your grid. \n\nFurthermore, add a functionali...
[ { "content": "Create an advanced Python program to generate a three-dimensional geometric object, specifically a diamond (two pyramids base-to-base), and store it in a 3D grid. You will need to determine the appropriate coordinates for the vertices of the diamond in your grid. \n\nFurthermore, add a functionali...
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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': 143500,
 'dataset_mixer_list': ['VGraf/no_safety_tulu_pref', '150000'],
 'dataset_shuffle_seed': 42,
 'dataset_splits': ['train', 'train'],
 'dataset_start_idx': 143000,
 'hf_entity': 'VGraf',
 'hf_repo_id': 'generation_multi',
 'include_persona': True,
 'max_qs': 8,
 'mode': 'generation',
 'model2_name_or_path': 'gpt-3.5-turbo-0125',
 'model_name_or_path': 'gpt-3.5-turbo-0125',
 'mt_token_cutoff': 8000,
 'num_turns': 8,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_500samples_8turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl',
 'skill': 'chat',
 'user_type': 'clarify'}

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': 2,
 'response_length': 2048,
 'temperature': 0.8,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', 'clarify_persona_500samples_8turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1746752246.
  2. Run python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list VGraf/no_safety_tulu_pref 150000 --dataset_splits train train --model_name_or_path gpt-3.5-turbo-0125 --model2_name_or_path gpt-3.5-turbo-0125 --dataset_shuffle_seed 42 --dataset_start_idx 143000 --dataset_end_idx 143500 --num_turns 8 --num_completions 2 --include_persona --user_type clarify --save_filename /weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_500samples_8turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl --sanity_check --push_to_hub --temperature 0.8
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