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[ { "content": "Please summarize the goals for scientists in this text:\n\nWithin three days, the intertwined cup nest of grasses was complete, featuring a canopy of overhanging grasses to conceal it. And decades later, it served as Rinkert’s portal to the past inside the California Academy of Sciences. Informati...
[ { "content": "Please summarize the goals for scientists in this text:\n\nWithin three days, the intertwined cup nest of grasses was complete, featuring a canopy of overhanging grasses to conceal it. And decades later, it served as Rinkert’s portal to the past inside the California Academy of Sciences. Informati...
[ { "content": "Please summarize the goals for scientists in this text:\n\nWithin three days, the intertwined cup nest of grasses was complete, featuring a canopy of overhanging grasses to conceal it. And decades later, it served as Rinkert’s portal to the past inside the California Academy of Sciences. Informati...
[ { "content": "Help write a letter of 100 -200 words to my future self for Kyra, reflecting on her goals and aspirations.", "role": "user" }, { "content": "User A: Can you help amend the letter to include a specific action plan for Kyra to achieve her goals and aspirations?", "role": "assistant" ...
[ { "content": "Help write a letter of 100 -200 words to my future self for Kyra, reflecting on her goals and aspirations.", "role": "user" }, { "content": "User A: Can you help amend the letter to include a specific action plan for Kyra to achieve her goals and aspirations?", "role": "assistant" ...
[ { "content": "Help write a letter of 100 -200 words to my future self for Kyra, reflecting on her goals and aspirations.", "role": "user" }, { "content": "User A: Can you help amend the letter to include a specific action plan for Kyra to achieve her goals and aspirations?", "role": "assistant" ...
[ { "content": "Write a news style post about a fake event, like aliens from Mars landing on Earth. It is meant to be funny but also be written in the authoritative style of a news report, kind of like The Onion.", "role": "user" }, { "content": "User A: Actually, let's make it even more outlandish an...
[ { "content": "Write a news style post about a fake event, like aliens from Mars landing on Earth. It is meant to be funny but also be written in the authoritative style of a news report, kind of like The Onion.", "role": "user" }, { "content": "User A: Actually, let's make it even more outlandish an...
[ { "content": "Write a news style post about a fake event, like aliens from Mars landing on Earth. It is meant to be funny but also be written in the authoritative style of a news report, kind of like The Onion.", "role": "user" }, { "content": "User A: Actually, let's make it even more outlandish an...
[ { "content": "Write a funny, short story about someone who will stop at nothing to go green and reduce their carbon footprint. \n", "role": "user" }, { "content": "User A: Write a suspenseful short story about someone who will stop at nothing to go green and reduce their carbon footprint.", "rol...
[ { "content": "Write a funny, short story about someone who will stop at nothing to go green and reduce their carbon footprint. \n", "role": "user" }, { "content": "User A: Write a suspenseful short story about someone who will stop at nothing to go green and reduce their carbon footprint.", "rol...
[ { "content": "Write a funny, short story about someone who will stop at nothing to go green and reduce their carbon footprint. \n", "role": "user" }, { "content": "User A: Write a suspenseful short story about someone who will stop at nothing to go green and reduce their carbon footprint.", "rol...
[ { "content": "Write a letter to the Editor responding to the news article, as if you are a dog. Thank the editor for highlighting this important topic. Rewrite all the main facts in the article.\n\nA vet has warned pet owners to be very careful when using oil diffusers in their homes, as certain oils can prove ...
[ { "content": "Write a letter to the Editor responding to the news article, as if you are a dog. Thank the editor for highlighting this important topic. Rewrite all the main facts in the article.\n\nA vet has warned pet owners to be very careful when using oil diffusers in their homes, as certain oils can prove ...
[ { "content": "Write a letter to the Editor responding to the news article, as if you are a dog. Thank the editor for highlighting this important topic. Rewrite all the main facts in the article.\n\nA vet has warned pet owners to be very careful when using oil diffusers in their homes, as certain oils can prove ...
[ { "content": "Please create a list containing five Co-op multiplayer games that can be played on PS4 and give a brief description of each game.", "role": "user" }, { "content": "User A turn: Could you please provide a list of five Co-op multiplayer games that can be played on PS4 and give a brief de...
[ { "content": "Please create a list containing five Co-op multiplayer games that can be played on PS4 and give a brief description of each game.", "role": "user" }, { "content": "User A turn: Could you please provide a list of five Co-op multiplayer games that can be played on PS4 and give a brief de...
[ { "content": "Please create a list containing five Co-op multiplayer games that can be played on PS4 and give a brief description of each game.", "role": "user" }, { "content": "User A turn: Could you please provide a list of five Co-op multiplayer games that can be played on PS4 and give a brief de...
[ { "content": "I have a ton of leftover baking supplies from the holiday season, and I am looking for some cookie recipes. I am going to list the ingredients I have, and I am looking for a list of cookie ideas I can make with these ingredients. I have flour, sugar, brown sugar, powdered sugar, salt, baking powde...
[ { "content": "I have a ton of leftover baking supplies from the holiday season, and I am looking for some cookie recipes. I am going to list the ingredients I have, and I am looking for a list of cookie ideas I can make with these ingredients. I have flour, sugar, brown sugar, powdered sugar, salt, baking powde...
[ { "content": "I have a ton of leftover baking supplies from the holiday season, and I am looking for some cookie recipes. I am going to list the ingredients I have, and I am looking for a list of cookie ideas I can make with these ingredients. I have flour, sugar, brown sugar, powdered sugar, salt, baking powde...
[ { "content": "I'm going to write a psychological mystery. I want you to craft a scene that sets up the female lead, who is 17 and was picked up by a detective who wants to take her to the station so they can help her. She is wearing light makeup and a dress, but no shoes. Most notably, her expression is complet...
[ { "content": "I'm going to write a psychological mystery. I want you to craft a scene that sets up the female lead, who is 17 and was picked up by a detective who wants to take her to the station so they can help her. She is wearing light makeup and a dress, but no shoes. Most notably, her expression is complet...
[ { "content": "I'm going to write a psychological mystery. I want you to craft a scene that sets up the female lead, who is 17 and was picked up by a detective who wants to take her to the station so they can help her. She is wearing light makeup and a dress, but no shoes. Most notably, her expression is complet...
[ { "content": "Rewrite this e-mail with all PII marked as [REDACTED]\n\nAbigail Young,\n\nI'm writing to inform you that you, along with others who will be listed in this e-mail, are formally notified of civil legal proceedings where you will be required to give depositions. We are providing a list of all of the...
[ { "content": "Rewrite this e-mail with all PII marked as [REDACTED]\n\nAbigail Young,\n\nI'm writing to inform you that you, along with others who will be listed in this e-mail, are formally notified of civil legal proceedings where you will be required to give depositions. We are providing a list of all of the...
[ { "content": "Rewrite this e-mail with all PII marked as [REDACTED]\n\nAbigail Young,\n\nI'm writing to inform you that you, along with others who will be listed in this e-mail, are formally notified of civil legal proceedings where you will be required to give depositions. We are providing a list of all of the...
[ { "content": "Write a funny Instagram caption for family Easter photos.", "role": "user" }, { "content": "User A: Could you please amend my request to come up with a creative and heartwarming Instagram caption for family Easter photos instead?", "role": "assistant" }, { "content": "Can y...
[ { "content": "Write a funny Instagram caption for family Easter photos.", "role": "user" }, { "content": "User A: Could you please amend my request to come up with a creative and heartwarming Instagram caption for family Easter photos instead?", "role": "assistant" }, { "content": "Can y...
[ { "content": "Write a funny Instagram caption for family Easter photos.", "role": "user" }, { "content": "User A: Could you please amend my request to come up with a creative and heartwarming Instagram caption for family Easter photos instead?", "role": "assistant" }, { "content": "Can y...

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': 10,
 'dataset_mixer_list': ['HuggingFaceH4/no_robots', '10'],
 'dataset_splits': ['train', 'train'],
 'dataset_start_idx': 0,
 'hf_entity': 'VGraf',
 'hf_repo_id': 'generation_multi',
 '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': 3,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/1000samples_3turns_3completions_gpt3.5_gpt3.5.jsonl',
 'skill': 'user2'}

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': 0.8,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', '1000samples_3turns_3completions_gpt3.5_gpt3.5.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1741113627.
  2. Run python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list HuggingFaceH4/no_robots 10 --dataset_splits train train --model_name_or_path gpt-3.5-turbo-0125 --model2_name_or_path gpt-3.5-turbo-0125 --num_turns 3 --skill user2 --num_completions 3 --save_filename /weka/oe-adapt-default/victoriag/synth_data/1000samples_3turns_3completions_gpt3.5_gpt3.5.jsonl --sanity_check --push_to_hub
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