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[ { "role": "user", "content": "Write a sales pitch on how this program will be valuable and beneficial to people and they are getting the same coaching at a fraction of the cost of hourly coaching sessions that cost 60-100 per hour. This program has all the info that is in 5 coaching sessions that is 300-50...
[ { "role": "user", "content": "请将“ Februar 1858 an Ferdinand Lassalle aus, in dem er die Natur seiner Aufgabe charakterisiert: „Die Arbeit, um die es sich zunächst handelt, ist Kritik der ökonomischen Kategorien oder, if you like, das System der bürgerlichen Ökonomie kritisch dargestellt. Es ist zugleich Dar...
[ { "role": "user", "content": "Write a fictional, imaginative, descriptive wiki article of the aesthetics of each area in the video game AT HELL'S GATE.\n\n\"\nMercury - largely uninhabited, mostly focused on industry and mining.\n\nVenus - Cultural center of the inner planets, vast floating cities consistin...
[ { "role": "user", "content": "Analyse this story:\nA pilgrimage to the Temple of Ma’at is all my late mother had asked me to do when she died. She told me to take her urn to the reliquary so that her ashes can at least be in the same place as the Holy Corpse. I’m personally not a devotee of Ma’at, but I can...
[ { "role": "user", "content": "请将“I think that Pannekoek is right, that the question has to be seen in terms of the forms of articulation of decision making, rather than in terms of the imposition of a correct line by a party or by intellectuals. The problem of ‘what if the people want the wrong things’ cann...
[ { "role": "user", "content": "Напишите исходя из данных текстов краткий пересказ. Since their inception in the early twentieth century, speech and language services in the schools have undergone profound fundamental changes in scope and focus. Initially, speech correctionists, speech specialists, or speech ...
[ { "role": "user", "content": "请将“The APPL was established at the instigation of TATA Global Beverages Limited (formerly TATA Tea Limited). It is not only one of the largest Indian companies, but also the world’s second largest tea producer.288 The World Bank’s financial support for this reorganisation was s...
[ { "role": "user", "content": "请将“2.3.2.4\tGovernment\nHowever, the more Foucault turns to the regulation of the population, the more he has to shift the subject of his work. Already at the end of his third lecture on governmentality a ‘far-reaching turning point’ occurs when, ‘in a sort of dramatic theoreti...
[ { "role": "user", "content": "请将“So, in this book, in offering an outline of Marxist state theory, I integrate some of the existing ideas from post-Marx (not post-Marxist) academic state theory with the insights from Capital 1. In fact, each of the chapters after Chapter 2 (which is a critical review of exi...
[ { "role": "user", "content": "Consider the converging and diverging nozzle, where the Mach number is equal to one at the throat, and the Mach number is less than one at the inlet and outlet, and the flow is subsonic. We intend to increase the amount of the cross section in the divergent part by keeping the ...
[ { "role": "user", "content": "Condense and rephrase the following in a darkly visual and visually evocative manner using strongly visual language to describe Tyler's fit within his historical setting. “Tyler's fit and muscular appearance would have been seen as a symbol of physical strength and masculinity ...
[ { "role": "user", "content": "\n\nLa rata topo desnuda es un modelo importante para el estudio del cáncer debido a su resistencia única a esta enfermedad. A diferencia de otros mamíferos, las ratas topo desnudas prácticamente no tienen tumores cancerosos, lo que ha llevado a un aumento de interés en la cien...
[ { "role": "user", "content": "I wrote a briefing note.\n\nIntroduction\n\nIn the era of digital information, data breaches have emerged as a significant threat to both businesses and consumers. This briefing explores the 2017 Equifax data breach, underscoring the peril of weak data security protocols. The i...
[ { "role": "user", "content": "Islam in Niger: Saudi Arabia's Influence on Religious Understanding in Niger\nResearch Topic: Islam in Niger: Saudi Arabia's Influence on Religious Understanding in Niger\nResearch Focus: This research will explore the influence of Saudi Arabia's interpretation of Islam on reli...
[ { "role": "user", "content": "can you create a precise and accurate 40 questions for my research manuscript the who,e imrad format walkthrough\n\nIntro\n\nHello, my dear researchers! If you’re watching this video, it’s likely because you’re simply curious about the IMRAD format. Today, we’re delving into t...
[ { "role": "user", "content": "请将“The United States were prepared to spend money for the removal of the Indians. First, a tribe whose ‘resettlement’ had been decided was rounded up in a camp.58 Under the poor hygienic conditions and inadequate care in these camps, the health of many deteriorated. The governm...
[ { "role": "user", "content": "Re-write this story in the style of Terry Pratchett: In the sprawling metropolis of Featherstone—a city that prided itself on being as average as a Tuesday afternoon—a peculiar phenomenon unfolded, one that would shake the very foundations of the Internet and test the boundarie...
[ { "role": "user", "content": "请将“The Problem of the Subject\n\n\nIn his critique of Miliband’s instrumentalism, Poulantzas (1969, 70–71) defines the problem of the subject as “a problematic of social actors, of individuals as the origin of social action.” If individuals or groups of individuals are consider...
[ { "role": "user", "content": "In the uncharted expanses of the galaxy, nestled amidst nebulous clouds and flickering stars, lies a remote and enigmatic planet known to the few who have glimpsed it only as Mudara. This mysterious world, untouched by the hands of advanced civilization, is enveloped in a dense...
[ { "role": "user", "content": "Advanced Mathematical Aspects of Phased Antenna Arrays\n\nChapter 1: Introduction\n\nOverview of Phased Antenna Arrays\nHistorical Development and Applications\nThesis Objectives and Scope\n\n\nChapter 2: Fundamentals of Array Theory\n\nArray Geometry and Element Patterns\nBeam...
[ { "role": "user", "content": "Claim:\n---BEGIN CLAIM---\nThe parameters and “neurons” in artificial neural networks are just way less dynamic than actual neurons in the brain, with much fewer regulatory mechanisms that can alter their output depending on the input. In the brain, as someone pointed out below...
[ { "role": "user", "content": "Thus, the good of beatific face-to-face intimacy with God wo engulf(in a sense analogous to Chisholmian balancing off) even the horrendous evils humans experience in this present life here below, and overcome any prima facie reasons the individual had to doubt whether his/her l...
[ { "role": "user", "content": "In the far reaches of the Andromeda Galaxy, on a planet saturated with hues of amethyst and violet, thrived a fascinating race of purple aliens known as the Gleoquids. These beings possessed a unique and mystifying ability; they could transition between a solid form and a liqui...
[ { "role": "user", "content": "متن حقوقی ارسالی را ترجمه کن خط به خط کوتاه به شکلی که یک خط فارسی سمت راست در جدول و یک خط ترجمه در سمت چپ جدول تا انتهای متنWhat would be of some interest at this point, perhaps, would be to consider the basis on which a society selects one principle rather than another in th...
[ { "role": "user", "content": "Améliore cette introduction :\nDans ses travaux (Gardenfors 2000, sect. 2.2.2; 2014, sect. 1.2), Peter Gärdenfors souligne deux orientations principales au sein des théories sémantiques : d’un côté, une approche réaliste estimant que la signification des mots trouve sa source d...
[ { "role": "user", "content": "I want to create a presentation for Global Accessibility Awareness Day (GAAD). Since it is meant for general awareness, I want to keep it simple in layman terms. Here is my idea:\n\nPresentation Title: Accessibility & Digital Inclusion\nSlide 1: Introduction about GAAD and Impo...
[ { "role": "user", "content": "请将“Angesichts der »unerhörten Verbreitung, die die Entstellungen des Marxismus gefunden haben«, bemerkte Lenin am Vorabend der Revolution, »besteht unsere Aufgabe in erster Linie in der Wiederherstellung der wahren Marxschen Lehre vom Staat«. War »das Hauptsächliche, das Grundl...
[ { "role": "user", "content": "Dans l’étude de la construction d’un modèle prédictif de cancer du sein chez les femmes à l’aide de réseaux de neurones convolutifs (CNN), les variables indépendantes et dépendantes sont identifiées comme suit :\n\n### Variables Indépendantes (Prédicteurs ou Entrées) :\n\nCes v...
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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': 1000,
 'dataset_mixer_list': ['VGraf/unseen_wildchat_eval_subset', '1.0'],
 'dataset_shuffle': True,
 'dataset_splits': ['train', 'train'],
 'dataset_start_idx': 0,
 'hf_entity': 'VGraf',
 'hf_repo_id': 'generation_multi',
 'include_persona': False,
 'max_qs': 7,
 'mode': 'generation',
 'model2_name_or_path': 'cleanrl/EleutherAI_pythia-6.9b-deduped__sft__tldr',
 'model_name_or_path': 'gpt-3.5-turbo-0125',
 'mt_token_cutoff': 8000,
 'num_turns': 1,
 'push_to_hub': True,
 'revision': 'main',
 'revision2': 'main',
 'save_filename': '/weka/oe-adapt-default/victoriag/synth_data/unseen_wildchat_paraphrased_prompts.jsonl',
 'skill': 'paraphrase_prompt',
 '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': 0.8,
 'tensor_parallel_size': 1,
 'top_p': 0.9}

Reproduce this dataset

  1. Download the ['generation_multi.py', 'unseen_wildchat_paraphrased_prompts.jsonl'] from the https://huggingface.co/datasets/VGraf/generation_multi_1745283873.
  2. Run python open_instruct/rejection_sampling/generation_multi.py --dataset_mixer_list VGraf/unseen_wildchat_eval_subset 1.0 --dataset_splits train train --model_name_or_path gpt-3.5-turbo-0125 --num_completions 1 --dataset_shuffle --max_qs 7 --skill paraphrase_prompt --save_filename /weka/oe-adapt-default/victoriag/synth_data/unseen_wildchat_paraphrased_prompts.jsonl --sanity_check --push_to_hub
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