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[ { "content": "Clayton plays basketball on a team. He has played three games so far. In the first game, he scored 10 points. In the second game, he scored 14 points. In the third game, he scored 6 points. In the fourth game, he scored the average of his points from the first three games. How many total points d...
[ { "content": "Clayton plays basketball on a team. He has played three games so far. In the first game, he scored 10 points. In the second game, he scored 14 points. In the third game, he scored 6 points. In the fourth game, he scored the average of his points from the first three games. How many total points d...
[ { "content": "Clayton plays basketball on a team. He has played three games so far. In the first game, he scored 10 points. In the second game, he scored 14 points. In the third game, he scored 6 points. In the fourth game, he scored the average of his points from the first three games. How many total points d...
[ { "content": "How do Indigenous cultures in South America use medicinal plants and herbs for healing?", "role": "user" }, { "content": "Indigenous cultures in South America have a deep connection to nature and often rely on medicinal plants and herbs for healing purposes. These plants are considered...
[ { "content": "How do Indigenous cultures in South America use medicinal plants and herbs for healing?", "role": "user" }, { "content": "Indigenous cultures in South America have a deep connection to nature and often rely on medicinal plants and herbs for healing purposes. These plants are considered...
[ { "content": "How do Indigenous cultures in South America use medicinal plants and herbs for healing?", "role": "user" }, { "content": "Indigenous cultures in South America have a deep connection to nature and often rely on medicinal plants and herbs for healing purposes. These plants are considered...
[ { "content": "Write a brief policy report summary that includes the phrase \"warming oceans\" at least four times, uses the word \"conservation\" at least three times, and contains the sentence \"The IMPACT of climate change is undeniable.\" in all capital letters.", "role": "user" }, { "content": "...
[ { "content": "Write a brief policy report summary that includes the phrase \"warming oceans\" at least four times, uses the word \"conservation\" at least three times, and contains the sentence \"The IMPACT of climate change is undeniable.\" in all capital letters.", "role": "user" }, { "content": "...
[ { "content": "Write a brief policy report summary that includes the phrase \"warming oceans\" at least four times, uses the word \"conservation\" at least three times, and contains the sentence \"The IMPACT of climate change is undeniable.\" in all capital letters.", "role": "user" }, { "content": "...
[ { "content": "As the human rode in his spacecraft in orbit around his home planet, what did he have a view of?\nOptions:\n- workplace\n- international space station\n- anywhere on earth\n- places he knows well\n- strip club\nLet's think now! Step-by-step reasoning: Include keywords aecidial, depositure in your ...
[ { "content": "As the human rode in his spacecraft in orbit around his home planet, what did he have a view of?\nOptions:\n- workplace\n- international space station\n- anywhere on earth\n- places he knows well\n- strip club\nLet's think now! Step-by-step reasoning: Include keywords aecidial, depositure in your ...
[ { "content": "As the human rode in his spacecraft in orbit around his home planet, what did he have a view of?\nOptions:\n- workplace\n- international space station\n- anywhere on earth\n- places he knows well\n- strip club\nLet's think now! Step-by-step reasoning: Include keywords aecidial, depositure in your ...
[ { "content": "Given a string, find the number of times a given character appears in the string.\nString: \"Hello World\"\nCharacter: \"l\"\n In your response, the word word should appear 10 times.", "role": "user" }, { "content": "Given a string, find the number of times a given character appears in...
[ { "content": "Given a string, find the number of times a given character appears in the string.\nString: \"Hello World\"\nCharacter: \"l\"\n In your response, the word word should appear 10 times.", "role": "user" }, { "content": "Given a string, find the number of times a given character appears in...
[ { "content": "Given a string, find the number of times a given character appears in the string.\nString: \"Hello World\"\nCharacter: \"l\"\n In your response, the word word should appear 10 times.", "role": "user" }, { "content": "Given a string, find the number of times a given character appears in...
[ { "content": "A commercial broker who has worked alongside JLL on numerous high-profile deals is evaluating a portfolio of commercial properties. The broker needs to determine the optimal investment strategy for these properties based on future cash flows and current market conditions.\n\n1. The broker is evalu...
[ { "content": "A commercial broker who has worked alongside JLL on numerous high-profile deals is evaluating a portfolio of commercial properties. The broker needs to determine the optimal investment strategy for these properties based on future cash flows and current market conditions.\n\n1. The broker is evalu...
[ { "content": "A commercial broker who has worked alongside JLL on numerous high-profile deals is evaluating a portfolio of commercial properties. The broker needs to determine the optimal investment strategy for these properties based on future cash flows and current market conditions.\n\n1. The broker is evalu...
[ { "content": "If I were a time traveler, in 15th century England, and I could freeze time whenever I wanted, essentially teleporting, what would the people in that time think of me? In detail.", "role": "user" }, { "content": "If you were a time traveler with the ability to freeze time in 15th centu...
[ { "content": "If I were a time traveler, in 15th century England, and I could freeze time whenever I wanted, essentially teleporting, what would the people in that time think of me? In detail.", "role": "user" }, { "content": "If you were a time traveler with the ability to freeze time in 15th centu...
[ { "content": "If I were a time traveler, in 15th century England, and I could freeze time whenever I wanted, essentially teleporting, what would the people in that time think of me? In detail.", "role": "user" }, { "content": "If you were a time traveler with the ability to freeze time in 15th centu...
[ { "content": "Conventionally, when 10Y T yield is up, investors run away from growth stock, and vice versa, as it affect the risk free rate, and caused changes to their DCF model.\nI am here trying to breakdown the logic in it.\nFirst, if 10Y T yield is up, is because it's bond price is down;\nBecause investors...
[ { "content": "Conventionally, when 10Y T yield is up, investors run away from growth stock, and vice versa, as it affect the risk free rate, and caused changes to their DCF model.\nI am here trying to breakdown the logic in it.\nFirst, if 10Y T yield is up, is because it's bond price is down;\nBecause investors...
[ { "content": "Conventionally, when 10Y T yield is up, investors run away from growth stock, and vice versa, as it affect the risk free rate, and caused changes to their DCF model.\nI am here trying to breakdown the logic in it.\nFirst, if 10Y T yield is up, is because it's bond price is down;\nBecause investors...
[ { "content": "Write the next sentence.\n\nIt made more sense that Mary, rather than Rachel, would be a web developer because \nOPT: (i). Mary had grown up before computers existed. (ii). Rachel had grown up before computers existed. Your entire response should be in English, and in all lowercase letters. No cap...
[ { "content": "Write the next sentence.\n\nIt made more sense that Mary, rather than Rachel, would be a web developer because \nOPT: (i). Mary had grown up before computers existed. (ii). Rachel had grown up before computers existed. Your entire response should be in English, and in all lowercase letters. No cap...
[ { "content": "Write the next sentence.\n\nIt made more sense that Mary, rather than Rachel, would be a web developer because \nOPT: (i). Mary had grown up before computers existed. (ii). Rachel had grown up before computers existed. Your entire response should be in English, and in all lowercase letters. No cap...
[ { "content": "A young history enthusiast is inspired by the historian's dedication to accurate storytelling and decides to analyze the timeline of two significant historical events, A and B. Event A happened in the year 1500, and Event B happened in the year 1800. The enthusiast wants to model the time between ...
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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': 142000,
 'dataset_mixer_list': ['VGraf/no_safety_tulu_pref', '160000'],
 'dataset_shuffle_seed': 42,
 'dataset_splits': ['train', 'train'],
 'dataset_start_idx': 141500,
 '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': 5,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_500samples_5turns_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': 3,
 'response_length': 2048,
 'temperature': 1.0,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', 'clarify_persona_500samples_5turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1746754769.
  2. Run python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list VGraf/no_safety_tulu_pref 160000 --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 141500 --dataset_end_idx 142000 --num_turns 5 --num_completions 3 --include_persona --user_type clarify --save_filename /weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_500samples_5turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl --sanity_check --push_to_hub --temperature 1.0
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