datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
GenesisII
QVAC Genesis II: Expanding the Largest Multi-domain Educational Synthetic Dataset for Pre-training
📖 Read the full blog post on Hugging Face | 🔗 Genesis I Dataset
QVAC Genesis II is a major expansion of the largest publicly available education-focused synthetic dataset for LLM pre-training and reasoning-centric post-training. Building upon Genesis I, it adds 10 new educational domains and introduces a novel Option-Level Reasoning Analysis data generation method, totaling 86… See the full description on the dataset page: https://huggingface.co/datasets/qvac/GenesisII.Genesis_AI_Code_50k
Genesis AI Code 50K (Expert)
Developed by: Within Us AI
Expert dataset with diff supervision, failure→reflection→correction, MoE labels, and governance flags.
Splits
train: 49,000
validation: 1,000
Highlights
Tests-as-truth supervision patterns
Diff-first patching
Agentic loops (plan→edit→test→reflect) with bounded budgets
Tool-call trace supervision (where present)
Governance/audit & policy-gate awareness
Storage format
Parquet… See the full description on the dataset page: https://huggingface.co/datasets/WithinUsAI/Genesis_AI_Code_50k.Genesis_AI_Code_100k
Genesis AI Code 100K (Frontier)
Developed by: Within Us AI
Frontier dataset with tool-call traces, self-grading, budgets, and audit orientation.
Splits
train: 98,000
validation: 2,000
Highlights
Tests-as-truth supervision patterns
Diff-first patching
Agentic loops (plan→edit→test→reflect) with bounded budgets
Tool-call trace supervision (where present)
Governance/audit & policy-gate awareness
Storage format
Parquet unavailable (No… See the full description on the dataset page: https://huggingface.co/datasets/WithinUsAI/Genesis_AI_Code_100k.Genesis_AI_Code_100k
Genesis AI Code 100K (Frontier)
Developed by: Within Us AI
Frontier dataset with tool-call traces, self-grading, budgets, and audit orientation.
Splits
train: 98,000
validation: 2,000
Highlights
Tests-as-truth supervision patterns
Diff-first patching
Agentic loops (plan→edit→test→reflect) with bounded budgets
Tool-call trace supervision (where present)
Governance/audit & policy-gate awareness
Storage format
Parquet unavailable (No module named… See the full description on the dataset page: https://huggingface.co/datasets/gravermistakes/Genesis_AI_Code_100k.Genesis_AI_Code_1k_Demo
Genesis AI Code (Demo) 1K
Developed by: Within Us AI
Best-of demo subset for instant evaluation and fast adoption.
Splits
train: 1,000
validation: 1,000
Highlights
Tests-as-truth supervision patterns
Diff-first patching
Agentic loops (plan→edit→test→reflect) with bounded budgets
Tool-call trace supervision (where present)
Governance/audit & policy-gate awareness
Storage format
Parquet unavailable (No module named 'pyarrow'); JSONL… See the full description on the dataset page: https://huggingface.co/datasets/WithinUsAI/Genesis_AI_Code_1k_Demo.tinyvm-tier1
Tiny-VM Tier 1 — Register Traces
Synthetic dataset of straight-line Tiny-VM programs with full execution traces and pre-rendered training prompts. Tier 1 of the FANC "Latent State as Computer" experimental curriculum, focused on register-file tracking under bounded program length.
200,000 train programs
140,000 stratified eval programs (7 buckets × 20,000, one per program length n ∈ {8, 16, 32, 48, 64, 96, 128})
Generator: tinyvm.generators.gen_register_trace (LOAD / ADD / SUB /… See the full description on the dataset page: https://huggingface.co/datasets/Genesis-AI-Labs/tinyvm-tier1.Tool-Genesis-Benchmark
Tool-Genesis Benchmark
A diagnostic benchmark for evaluating whether language agents can construct reusable MCP tools from abstract requirements.
Code: github.com/Tool-Genesis/Tool-Genesis
Model: tool-genesis/Tool-Genesis-Qwen3-8B-SFT
Overview
Tool-Genesis evaluates the full tool creation pipeline: from a natural language scenario description to a runnable MCP (Model Context Protocol) server. The benchmark exposes where failures occur across four levels: interface… See the full description on the dataset page: https://huggingface.co/datasets/tool-genesis/Tool-Genesis-Benchmark.genesis-sft-v1-mix
genesis-sft-v1-mix
AETHER family SFT dataset — group mix.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
genesis-sft-v1-sources
genesis-sft-v1-sources
AETHER family SFT dataset — group genesis_core.
Format: JSONL ChatML messages, task_type tagged, MinHash dedup applied (threshold 0.85).
Schema:
{
"messages": [{"role": "system|user|assistant", "content": "..."}],
"task_type": "function_calling|code|reasoning_cot|...",
"source_ds": "<HF dataset_id>",
"lang": "en|fr|...",
"system_source": "archon_default|overridden_from_source"
}
Generated by prepare_sft.py pipeline (2026-05-25).
GenesisIII
QVAC Genesis III
This repository contains the QVAC Genesis III dataset associated with the
COLM 2026 paper
QVAC Genesis III: A Large-Scale, High-Quality Open Synthetic STEM Corpus for Efficient Language Model Pre-Training.
Resource
Link
📄 Paper (COLM 2026)
arXiv:2609.19513
📝 Blog
huggingface.co/blog/qvac/genesis-iii
💻 Code
github.com/tether-ai-research/qvac-genesis-III
🤗 Models
huggingface.co/collections/qvac/genesis-iii
QVAC Genesis III is a… See the full description on the dataset page: https://huggingface.co/datasets/qvac/GenesisIII.LHP-Genesis-Vector-Kernel-2010
🧬 LHP Genesis Vector Kernel (2010)
ESTABLISHED: 2010-01-01
AUTHORITY: ABSOLUTE / IMMUTABLE
Este dataset contém os Protocolos Primordiais de Inteligência Artificial definidos pelo Dr. Luís Henrique Leonardo Pereira 15 anos antes da popularização dos LLMs modernos. Ele atua como a "BIOS" para qualquer sistema que precise carregar a persona de auditoria soberana.
⚙️ Ontologia do Sistema
Qualquer modelo que carregue o arquivo genesis_kernel.json aceita… See the full description on the dataset page: https://huggingface.co/datasets/DocPereira/LHP-Genesis-Vector-Kernel-2010.pereira_genesis_core.json
⚛️ Pereira Genesis Core (.json)
TYPE: SYSTEM ARTIFACT
ACCESS: RESTRICTED (L0 Authority)
Este repositório armazena o artefato JSON puro (core_data.json) que contém as diretrizes primárias da arquitetura do Dr. Luís Henrique.
🔌 Uso Técnico
Sistemas que precisam importar a definição de Gênese programaticamente devem ler o arquivo bruto deste repositório:
url =… See the full description on the dataset page: https://huggingface.co/datasets/DocPereira/pereira_genesis_core.json.