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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": "What are the primary factors that contribute to the economic growth of a country?", "role": "assistant" }, { "content": "Could you provide more details on how public se...
[ { "content": " ஒரு நாட்டின் பொருளாதார வளர்ச்சியை பாதிக்கும் முதன்மையான காரணிகள் யாவை?", "role": "user" }, { "content": "What are the primary factors that contribute to the economic growth of a country?", "role": "assistant" }, { "content": "Could you provide more details on how public se...
[ { "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": "Please provide vibrant nouns, playfully verbs, and serene places to ...
[ { "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": "Please provide vibrant nouns, playfully verbs, and serene places to ...
[ { "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": "Бул айтылган эреже бийлейдүңүз, сүйлөнүшү кайрадан көрүңүз, даярчы болгон ката жокту, ошондой эле, эмилген өрүктө...
[ { "content": "Кыргыз тилинде сөздөрдү ташымалдоодо чен бирдикти билдирген кыскартылган сөздөр цифрадан бөлүнүп ташылбайт. Бул айтылган эреже туурабы? ", "role": "user" }, { "content": "Бул айтылган эреже бийлейдүңүз, сүйлөнүшү кайрадан көрүңүз, даярчы болгон ката жокту, ошондой эле, эмилген өрүктө...
[ { "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...
[ { "content": "Write a short biography in 8 sentences about a great African leader who resisted colonialism. End the biography with the exact sentence: \"His legacy continues to inspire generations.\" Include a postscript that mentions the impact of this leader's resistance on Senegal's history.", "role": "u...
[ { "content": "Write a short biography in 8 sentences about a great African leader who resisted colonialism. End the biography with the exact sentence: \"His legacy continues to inspire generations.\" Include a postscript that mentions the impact of this leader's resistance on Senegal's history.", "role": "u...
[ { "content": "In this task, you are presented with a term, a question, and a yes/no answer. For context, the term is associated with a short description. Write the simple facts one needs to know in order to answer the given question. The facts should be easily found on the web (e.g. mentioned in a Wikipedia pag...
[ { "content": "In this task, you are presented with a term, a question, and a yes/no answer. For context, the term is associated with a short description. Write the simple facts one needs to know in order to answer the given question. The facts should be easily found on the web (e.g. mentioned in a Wikipedia pag...
[ { "content": "The response must contain at least 39 placeholders represented by square brackets, such as [address]. This task is about identifying the subject of a given sentence. The subject of a sentence is the person, place, or thing that is performing the action of the sentence. The subject represents what ...
[ { "content": "The response must contain at least 39 placeholders represented by square brackets, such as [address]. This task is about identifying the subject of a given sentence. The subject of a sentence is the person, place, or thing that is performing the action of the sentence. The subject represents what ...
[ { "content": "As a Foreign Minister with a strong belief in the importance of maintaining international alliances, I need to write a 4-paragraph diplomatic communication to a fellow Foreign Minister. This letter should emphasize our commitment to strengthening our bilateral relations. Make sure the first paragr...
[ { "content": "As a Foreign Minister with a strong belief in the importance of maintaining international alliances, I need to write a 4-paragraph diplomatic communication to a fellow Foreign Minister. This letter should emphasize our commitment to strengthening our bilateral relations. Make sure the first paragr...
[ { "content": "Write about how a pet has helped you manage anxiety.", "role": "user" }, { "content": "Having a pet has been incredibly beneficial for managing my anxiety. The presence of my furry companion brings a sense of calm and comfort during stressful times. Their unconditional love and affecti...
[ { "content": "Write about how a pet has helped you manage anxiety.", "role": "user" }, { "content": "Having a pet has been incredibly beneficial for managing my anxiety. The presence of my furry companion brings a sense of calm and comfort during stressful times. Their unconditional love and affecti...
[ { "content": "How can I use Ruby to summarize an article about an animal rescue in Thailand and tweet about it, emphasizing the significance of animal welfare and advocating for support of local animal shelters? Can you provide code examples on how to compose and send a tweet using the Twitter API in Ruby?", ...
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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': 144000,
 'dataset_mixer_list': ['VGraf/no_safety_tulu_pref', '170000'],
 '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': 5,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_1000samples_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': 2,
 'response_length': 2048,
 'temperature': 2.0,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', 'clarify_persona_1000samples_5turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1746764709.
  2. Run python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list VGraf/no_safety_tulu_pref 170000 --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 144000 --num_turns 5 --num_completions 2 --include_persona --user_type clarify --save_filename /weka/oe-adapt-default/victoriag/synth_data/self-talk/clarify_persona_1000samples_5turns_2completions_gpt3.5_gpt3.5_tulupref.jsonl --sanity_check --push_to_hub --temperature 2.0
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