Datasets
Dataset
NOESIS-1M-reasoning-router-code-math-psych-opus47-deepseek4-qwen36-gemini31-r1-gpt54
by AMAImedia
NOESIS / AMAImedia Released as part of the NOESIS Professional Multilingual Dubbing Automation Platform (framework: DHCF-FNO — Deterministic Hybrid Control Framework for Frozen Neural Operators). Founder: Ilia Bolotnikov Organization: AMAImedia.
Apache-2.0text-generation 360 21M < n < 10M rows
published 27 Apr 2026
Preview
First 5 rows of default / train, from the Hugging Face dataset viewer.
| text | domain | src | tok_len |
|---|---|---|---|
| User: ### Question: You are developing a secure file verification system that ensures the integrity and authenticity of files transferred over an insecure network. Your solution should use Python's `hashlib` module to achieve this. #### Requirements: 1. Implement a function `generate_file_hash(f… | reasoning | am_deepseek | 512 |
| User: A wide variety of essays by colleagues and former students reflect Professor Strunk's particular role as music historian, teacher, and a pre-eminent musicologist. Donald Grout provides the introduction and outlines the problems confronting musicology today. Other essays are devoted to early C… | general | ultrachat | 512 |
| User: I'm thinking of moving to a new city, but I'm nervous Assistant: What kind of city are you thinking about moving to? | general | anthropic_hh_rlhf | 30 |
| User: 510876: Build an automated blog post generator that uses OpenAI's GPT‑4 API for content creation, stores drafts in a MongoDB Atlas cluster, schedules publishing via a Node.js/Express backend, and provides a React dashboard with drag‑and‑drop thumbnail upload and SEO preview. | diverse | vibe_prompts | 70 |
| User: We can describe (some of) the dynamics of many systems using fluid mechanics. Of course these include classical fluids like water, more exotic fluids like photon gases and the universe as a whole and even solid(ish) things over long times, like glasses and ice. Further still we can treat gene… | reasoning | glm51_reasoning | 512 |
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Apache-2.0textCite
Tags
task_categories:text-generationlanguage:aflanguage:amlanguage:arlanguage:aslanguage:astlanguage:azlanguage:belanguage:bglanguage:bnlanguage:bslanguage:calanguage:ceblanguage:ckblanguage:cslanguage:cylanguage:dalanguage:delanguage:ellanguage:enlanguage:eslanguage:etlanguage:eulanguage:falanguage:fflanguage:filanguage:fillanguage:frlanguage:galanguage:gllanguage:gnlanguage:gulanguage:halanguage:helanguage:hilanguage:hrlanguage:hulanguage:hylanguage:idlanguage:ig