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[ { "content": "How have natural wonders influenced and shaped scientific hypotheses and theories over time?", "role": "user" }, { "content": "Natural wonders have played a crucial role in shaping scientific hypotheses and theories throughout history by sparking curiosity and prompting investigation. ...
[ { "content": "Given the rationale, provide a reasonable question and answer. Step-by-step reasoning process: T and S should serve on A\n The question and answer:", "role": "user" }, { "content": "To determine a reasonable question and answer based on the given rationale that T and S should serve on ...
[ { "content": "Can you elaborate on the concept of gravitational lensing, taking into account the impact of dark matter on the phenomenon? Provide a comprehensive explanation, including the mathematical models and observational evidence that demonstrate the interplay between dark matter and gravitational lensing...
[ { "content": "Maya noticed that the volume of a cube she had calculated was equal to the surface area of a sphere from a previous problem. If the volume of the cube was 216, what's the radius of the sphere?", "role": "user" }, { "content": "To find the radius of the sphere, we first need to determin...
[ { "content": "Write a blog post about the impact of inflation on cryptocurrency markets. The post should include at least three instances of capitalized words, use double quotation marks around direct quotes from experts, and be formatted as one of the following options: a listicle, a Q&A, or a narrative.", ...
[ { "content": "At the end of your response, please explicitly add a postscript starting with PS: [Consultoria em Criação de Aplicativo - Negócios Online]", "role": "user" }, { "content": "Creating a successful app requires careful planning and execution. It's essential to define your target audience,...
[ { "content": "give full details biogrpahy story telling style of Soichiro Honda in hindi long ", "role": "user" }, { "content": "Soichiro Honda का जन्म 17 नवंबर, 1906 में जापान के इसे शहर में हुआ था। उन्होंने अपने जीवन में एक क्रांतिकारी यात्रा तय की, जिसने आज के हौंडा व्यापार गिराने वाले उद्योग की ...
[ { "content": "In your entire response, refrain from the use of any commas. Men can promote a website and sell condoms even if they have not created new condoms.. So what could be the question?\nQuestion followed by answer: If \"Two young men promting their website wearing knit caps and trying to sell condoms.\"...
[ { "content": "Entire output should be wrapped in JSON format. Given the rationale, provide a reasonable question and answer. Step-by-step reasoning process: D = 100 + 170 = 270\nS = 36 * 5/18 = 10 mps\nT = 270/10 = 27 sec\n The question and answer:", "role": "user" }, { "content": "{\n \"Question\"...
[ { "content": "Given that the surface area of a sphere is $4π$, determine its radius.", "role": "user" }, { "content": "To determine the radius of a sphere with a surface area of $4π, we can use the formula for the surface area of a sphere: $4πr^2 = 4π$. By dividing both sides of the equation by $4π$...
[ { "content": "Calculate the weighted average of the following numbers: 14, 17, 21, 25, with the weights of 0.2, 0.3, 0.1, 0.4 respectively, considering the deviation of each number from its median value. Additionally, perform the calculation using the R programming language and output the result in a table form...
[ { "content": "Create a program that accurately classifies multiple entities according to certain attributes and predicts missing characteristics based on given data. Use Machine Learning concepts to increase prediction accuracy. \n\nA sample of the data to be used is as follows:\n\nentities = [\n {\n \"name...
[ { "content": "క్రింది ప్రశ్నకు సమాధానం ఇవ్వండి: సెట్టి, కేసరి సముద్రాలను తవ్వించిన కాకతీయ రాజు?", "role": "user" }, { "content": "కాకతీయ రాజుని నామకరణాలను గుర్తించే అభిప్రాయం లేదు. మార్గదర్శన కోసం కొన్ని అంశాలను తెలుపడానికి కాకతీయ రాజులు సెట్టి మరియు కేసరి సముద్రాలను తవ్వుచున్నారని నిర్ధారించడం కష్ట...
[ { "content": "When will the US attack North Korea", "role": "user" }, { "content": "It's important to approach such sensitive topics with caution. As of now, there are no confirmed plans or timelines for the US to attack North Korea. Diplomatic efforts and discussions continue to be the focus in add...
[ { "content": "What are some examples of guest behavior that positively or negatively influence a host's perception of them, based on data from a survey of hosts in the hospitality industry? How do cultural and regional customs influence guests' actions in a host's home, and what strategies can guests use to adh...
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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': 160000,
 'dataset_mixer_list': ['VGraf/no_safety_tulu_pref', '170000'],
 'dataset_shuffle_seed': 42,
 'dataset_splits': ['train', 'train'],
 'dataset_start_idx': 159000,
 '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': 7,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/self-talk/follow-up_persona_1000samples_7turns_1completions_gpt3.5_gpt3.5_tulupref.jsonl',
 'skill': 'chat',
 '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': 1.0,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', 'follow-up_persona_1000samples_7turns_1completions_gpt3.5_gpt3.5_tulupref.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1746826882.
  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 159000 --dataset_end_idx 160000 --num_turns 7 --num_completions 1 --include_persona --user_type follow-up --save_filename /weka/oe-adapt-default/victoriag/synth_data/self-talk/follow-up_persona_1000samples_7turns_1completions_gpt3.5_gpt3.5_tulupref.jsonl --sanity_check --push_to_hub --temperature 1.0
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