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user dict	assistant dict
{ "content": "You are a senior economist at a global research think‑tank tasked with producing a concise, data‑rich policy brief for the World Bank. Framed as a 1500‑word report, your brief must:\n\n1. Executive Summary – Deliver a one‑paragraph snapshot of the key findings and recommendations.\n2. **Causal Analy...	{ "content": "\nPolicy Brief \nWorld Bank – Emerging‑Economies Working Group \nTitle: Supply‑Chain Constraints, Commodity Volatility and Tightening Monetary Policy: Joint Determinants of Inflation and Employment in Emerging Markets \n\nPrepared for: World Bank Senior Policy Team \nDate: 28 ...
{ "content": "Assume the role of a senior economic advisor to a developing country's finance ministry. Analyze the macroeconomic implications of implementing a 5% universal basic income scheme over five years, including effects on GDP growth, inflation, fiscal deficits, labor supply, and income inequality. Use up-to-...	{ "content": "\n# Executive Brief \nTitle: Macroeconomic Implications of a Five‑Year 5 % Universal Basic Income Program \nPrepared for: Ministry of Finance, People’s Democratic Republic \nPrepared by: Senior Economic Advisor – Development Policy Unit \nDate: 28 July 2026 \n\n---\n\n## Executive S...
{ "content": "Compose a 2000‑word analytical essay that contrasts Kant’s categorical imperative with utilitarianism. Begin by summarizing each theory’s core principles, then discuss the respective strengths and weaknesses in the context of ethical decision‑making. Provide at least three real‑life scenarios (e.g., med...	{ "content": "\nKant’s Categorical Imperative versus Utilitarianism: An Analytical Examination in Contemporary Contexts\n\nWord Count: ~2,030\n\n---\n\n1. Introduction\n\nEthical theory supplies the lenses through which moral decision‑making is interpreted, judged, and justified. Two of the most widely deba...
{ "content": "Write a comprehensive, step‑by‑step proof that the set of Liouville numbers is uncountable and dense in ℝ. In your answer include precise definitions of Liouville numbers, the construction of a transfinite sequence proving uncountability, and an explicit argument for density. Additionally, discuss how t...	{ "content": "\nLecture Note – Liouville Numbers: Size and Density\n\n---\n\n### 1. Introduction \n\nA Liouville number is a real number that can be very well‐approximated by rationals. The existence of such numbers was first proved by Joseph Liouville in 1844 and it was the very first known example of a t...
{ "content": "Write a comprehensive, step‑by‑step proof of the Prime Number Theorem using the complex analysis framework. Include all necessary background on the Riemann zeta function, a rigorous derivation of its analytic continuation and functional equation, and an explicit computation of the density of its non‑tri...	{ "content": "\n# The Prime Number Theorem – A Complex‑Analysis Proof \n\n(A self‑contained graduate–level treatment, suitable for a textbook chapter.) \n\n---\n\n### 1. Introduction \n\nThe Prime Number Theorem (PNT) asserts that \n\\[\n\\pi(x)\\;\\sim\\;\\frac{x}{\\log x}\\qquad(x\\to\\infty),\n\\]\nwher...
{ "content": "Compose a 2000‑word analytical essay critically examining the role of free will in contemporary neurophilosophy. Outline key arguments from both determinist and compatibilist perspectives, incorporate recent neuroscientific findings, and evaluate how these positions influence legal responsibility and mo...	{ "content": "\nFree Will in Contemporary Neurophilosophy: Determinism vs. Compatibilism\n\nAbstract \nContemporary neurophilosophy sits at the nexus of neuroscience, philosophy of mind, and legal theory. Two competing frameworks—determinism and compatibilism—interpret the neural bases of volition in starkly d...
{ "content": "Prove that the space \$C([0,1])\$ of all continuous real‑valued functions on the closed interval \$[0,1]\$ equipped with the supremum norm \$\\\|f\\\|_\\infty=\\sup_{x\\in[0,1]}\|f(x)\|\$ is a complete metric space. Your proof should be rigorous and self‑contained: start by recalling the definition of...	{ "content": "\n1. Completeness of \$C([0,1])\$ with the uniform norm\n\n--------------------------------------------------------------------\n\n--------------------------------------------------------------------\nDefinition (completeness). \nA metric space \$(X,d)\$ is complete if every Cauchy seque...
{ "content": "Please produce a comprehensive macroeconomic policy analysis evaluating the effects of a 3 % increase in the federal minimum wage on employment, inflation, labor‑market dynamics, supply‑chain adjustments, tax revenue, and welfare outcomes. \n- Use quantitative estimates based on Okun’s law, the Phillip...	{ "content": "\n## 1. Executive Summary \n\| Indicator \| 2026 (baseline) \| 2027 after a +3 % federal minimum‑wage increase \| Δ \| 2027 projection impact \|\n\|-----------\|-----------------\|--------------------------------------------------------\|---\|--------------------------\|\n\| Nominal Wage (average) \| \\$35,...
{ "content": "You are a policymaker, economist, and data analyst tasked with evaluating the feasibility and impact of implementing a Universal Basic Income (UBI) program in the United States over the next decade. Draft a comprehensive, multi‑section report that includes:\n\n1. Executive Summary – a concise previe...	{ "content": "\nUniversal Basic Income (UBI) in the United States \nA Decadal Feasibility & Impact Assessment \nPrepared for: U.S. Office of Economic Policy & Reform \nPrepared by: [Your Name], Policy Analyst, Department of Economics \nDate: 28 July 2026 \n\n---\n\n## 1. Executive Summary \n\n\| Item \| Fin...
{ "content": "Write a detailed guide for building a secure, scalable microservice architecture using Go. The guide should cover:\n\n1. An architecture diagram and explanation of key components: API Gateway, Service Registry, Load Balancer, Databases, Message Broker, Monitoring.\n2. Code samples for each microservice ...	{ "content": "\n# Secure, Scalable Microservice Architecture in Go – A Senior‑Engineer Playbook\n\n> Prepared for the Platform Team – complete reference guide, from design to production.\n\n*All sections are interrelated. Whenever you see a “TODO” you can paste the appropriate placeholder (e.g. `.env` values, cert...
{ "content": "You are a senior data scientist tasked with evaluating the impact of remote work on urban housing demand across OECD countries. Using publicly available datasets from the OECD, the World Bank, and national housing agencies, construct a panel regression model controlling for income levels, population gro...	{ "content": "\n## 1. Overview \n\nGoal: \nQuantify how the rise in remote‑working has altered the demand for urban housing in the 38 OECD member countries (selected 2015‑2021) and produce policy‑ready evidence for city planners and housing authorities. \n\nData Sources (public & freely downloadable) \n\n...

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GPT-OSS 20b Reasoning Distilled

Open source distillation dataset containing roughly 92 million tokens (prompts & reasoning included) of Q/A pair data generated synthetically from OpenAI's GPT-OSS 20b.

Free and open source distillation dataset generated using an automated generation script plugged into GPT-OSS 20b. This dataset is formatted using Deepseek's thinking format (using tags). The inteded usecase of this dataset is to fine tune reasoning or base models according to the style of GPT-OSS. The dataset is structured with two rows, containing the prompt and answer pairs ("user", "assistant"). This dataset has not been benchmarked for results in fine tuning.

Disclaimer This dataset contains reasoning traces. These reasoning traces do not contain verified answers. The only inteded use case for the reasoning traces should be SFT fine tuning, which may break the reasoning capability of models. Using the noreasoning file is recommended for serious projects.

Feedback is accepted and welcomed in the community tab on HuggingFace. I am curious to see if anyone finds a serious use case for this dataset.

user dict	assistant dict
{ "content": "You are a senior economist at a global research think‑tank tasked with producing a concise, data‑rich policy brief for the World Bank. Framed as a 1500‑word report, your brief must:\n\n1. Executive Summary – Deliver a one‑paragraph snapshot of the key findings and recommendations.\n2. **Causal Analy...	{ "content": "\nPolicy Brief \nWorld Bank – Emerging‑Economies Working Group \nTitle: Supply‑Chain Constraints, Commodity Volatility and Tightening Monetary Policy: Joint Determinants of Inflation and Employment in Emerging Markets \n\nPrepared for: World Bank Senior Policy Team \nDate: 28 ...
{ "content": "Assume the role of a senior economic advisor to a developing country's finance ministry. Analyze the macroeconomic implications of implementing a 5% universal basic income scheme over five years, including effects on GDP growth, inflation, fiscal deficits, labor supply, and income inequality. Use up-to-...	{ "content": "\n# Executive Brief \nTitle: Macroeconomic Implications of a Five‑Year 5 % Universal Basic Income Program \nPrepared for: Ministry of Finance, People’s Democratic Republic \nPrepared by: Senior Economic Advisor – Development Policy Unit \nDate: 28 July 2026 \n\n---\n\n## Executive S...
{ "content": "Compose a 2000‑word analytical essay that contrasts Kant’s categorical imperative with utilitarianism. Begin by summarizing each theory’s core principles, then discuss the respective strengths and weaknesses in the context of ethical decision‑making. Provide at least three real‑life scenarios (e.g., med...	{ "content": "\nKant’s Categorical Imperative versus Utilitarianism: An Analytical Examination in Contemporary Contexts\n\nWord Count: ~2,030\n\n---\n\n1. Introduction\n\nEthical theory supplies the lenses through which moral decision‑making is interpreted, judged, and justified. Two of the most widely deba...
{ "content": "Write a comprehensive, step‑by‑step proof that the set of Liouville numbers is uncountable and dense in ℝ. In your answer include precise definitions of Liouville numbers, the construction of a transfinite sequence proving uncountability, and an explicit argument for density. Additionally, discuss how t...	{ "content": "\nLecture Note – Liouville Numbers: Size and Density\n\n---\n\n### 1. Introduction \n\nA Liouville number is a real number that can be very well‐approximated by rationals. The existence of such numbers was first proved by Joseph Liouville in 1844 and it was the very first known example of a t...
{ "content": "Write a comprehensive, step‑by‑step proof of the Prime Number Theorem using the complex analysis framework. Include all necessary background on the Riemann zeta function, a rigorous derivation of its analytic continuation and functional equation, and an explicit computation of the density of its non‑tri...	{ "content": "\n# The Prime Number Theorem – A Complex‑Analysis Proof \n\n(A self‑contained graduate–level treatment, suitable for a textbook chapter.) \n\n---\n\n### 1. Introduction \n\nThe Prime Number Theorem (PNT) asserts that \n\\[\n\\pi(x)\\;\\sim\\;\\frac{x}{\\log x}\\qquad(x\\to\\infty),\n\\]\nwher...
{ "content": "Compose a 2000‑word analytical essay critically examining the role of free will in contemporary neurophilosophy. Outline key arguments from both determinist and compatibilist perspectives, incorporate recent neuroscientific findings, and evaluate how these positions influence legal responsibility and mo...	{ "content": "\nFree Will in Contemporary Neurophilosophy: Determinism vs. Compatibilism\n\nAbstract \nContemporary neurophilosophy sits at the nexus of neuroscience, philosophy of mind, and legal theory. Two competing frameworks—determinism and compatibilism—interpret the neural bases of volition in starkly d...
{ "content": "Prove that the space \\(C([0,1])\\) of all continuous real‑valued functions on the closed interval \\([0,1]\\) equipped with the supremum norm \\(\\\|f\\\|_\\infty=\\sup_{x\\in[0,1]}\|f(x)\|\\) is a complete metric space. Your proof should be rigorous and self‑contained: start by recalling the definition of...	{ "content": "\n1. Completeness of \\(C([0,1])\\) with the uniform norm\n\n--------------------------------------------------------------------\n\n--------------------------------------------------------------------\nDefinition (completeness). \nA metric space \\((X,d)\\) is complete if every Cauchy seque...
{ "content": "Please produce a comprehensive macroeconomic policy analysis evaluating the effects of a 3 % increase in the federal minimum wage on employment, inflation, labor‑market dynamics, supply‑chain adjustments, tax revenue, and welfare outcomes. \n- Use quantitative estimates based on Okun’s law, the Phillip...	{ "content": "\n## 1. Executive Summary \n\| Indicator \| 2026 (baseline) \| 2027 after a +3 % federal minimum‑wage increase \| Δ \| 2027 projection impact \|\n\|-----------\|-----------------\|--------------------------------------------------------\|---\|--------------------------\|\n\| Nominal Wage (average) \| \\$35,...
{ "content": "You are a policymaker, economist, and data analyst tasked with evaluating the feasibility and impact of implementing a Universal Basic Income (UBI) program in the United States over the next decade. Draft a comprehensive, multi‑section report that includes:\n\n1. Executive Summary – a concise previe...	{ "content": "\nUniversal Basic Income (UBI) in the United States \nA Decadal Feasibility & Impact Assessment \nPrepared for: U.S. Office of Economic Policy & Reform \nPrepared by: [Your Name], Policy Analyst, Department of Economics \nDate: 28 July 2026 \n\n---\n\n## 1. Executive Summary \n\n\| Item \| Fin...
{ "content": "Write a detailed guide for building a secure, scalable microservice architecture using Go. The guide should cover:\n\n1. An architecture diagram and explanation of key components: API Gateway, Service Registry, Load Balancer, Databases, Message Broker, Monitoring.\n2. Code samples for each microservice ...	{ "content": "\n# Secure, Scalable Microservice Architecture in Go – A Senior‑Engineer Playbook\n\n> Prepared for the Platform Team – complete reference guide, from design to production.\n\n*All sections are interrelated. Whenever you see a “TODO” you can paste the appropriate placeholder (e.g. `.env` values, cert...
{ "content": "You are a senior data scientist tasked with evaluating the impact of remote work on urban housing demand across OECD countries. Using publicly available datasets from the OECD, the World Bank, and national housing agencies, construct a panel regression model controlling for income levels, population gro...	{ "content": "\n## 1. Overview \n\nGoal: \nQuantify how the rise in remote‑working has altered the demand for urban housing in the 38 OECD member countries (selected 2015‑2021) and produce policy‑ready evidence for city planners and housing authorities. \n\nData Sources (public & freely downloadable) \n\n...

GPT-OSS 20b Reasoning Distilled

Open source distillation dataset containing roughly 92 million tokens (prompts & reasoning included) of Q/A pair data generated synthetically from OpenAI's GPT-OSS 20b.

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