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karpathy/autoresearch

autoresearch

AI agents running research on single-GPU nanochat training automatically

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Builder

karpathy

karpathy

karpathy • individual

Stars

84,121

Using upstream star count

Forks

12,214

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 6, 2026

Project creation date

README Summary

*One day, frontier AI research used to be done by meat computers in between eating, sleeping, having other fun, and synchronizing once in a while using sound wave interconnect in the ritual of "group meeting". That era is long gone. Research is now entirely the domain of autonomous swarms of AI agents running across compute cluster megastructures in the skies. The agents claim that we are now in the 10,205th generation of the code base, in any case no one could tell if that's right or wrong as t

Community Evaluation

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AI Dev Skills

Unmapped

AI Agent DevelopmentAutomated Machine Learning ResearchExperimental Design AutomationResearch AutomationResource-Constrained ML TrainingSingle-GPU OptimizationSmall Language Model Training

Tags

AI Agent DevelopmentAutomated Machine Learning ResearchExperimental Design AutomationResearch AutomationResource-Constrained ML TrainingSingle-GPU OptimizationSmall Language Model TrainingAI AgentsAnthropic / ClaudeBackendClaudeEvalsForkedGPTHuggingFaceLarge Language ModelsOpenAIPyTorchPython

Taxonomy

AI Trends

Agentic AISmall Language ModelsOn-device AIAutomated ML Research

category

Foundation ModelsAI AgentsModel TrainingEvals & BenchmarkingDev Tools & Automation

Deployment Context

Self-hostedSingle-GPU Systems

Industries

Developer ToolsEducation

Modalities

Text

Skill Areas

Automated Machine Learning ResearchSmall Language Model TrainingAI Agent DevelopmentSingle-GPU OptimizationResearch AutomationExperimental Design AutomationResource-Constrained ML Training

tag

AI AgentsAnthropic / ClaudeBackendClaudeEvalsForkedGPTHuggingFaceLarge Language ModelsOpenAIPyTorchPython

Use Cases

Automated ML ResearchSmall Language Model ExperimentationResource-Constrained Model TrainingResearch Workflow Automation

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

Merge pull request #301 from indianspeedster/master

Andrej • Mar 16, 2026

32a1460

add AMD ROCm fork to notable forks section

indianspeedster • Mar 16, 2026

513fe6f

Guard against infinite loop when no training shards exist, fix README typo

Andrej • Mar 11, 2026

c2450ad

Quality

research
Quality
medium
Maturity
research

Categories

Evals & BenchmarkingPrimaryDev Tools & AutomationFoundation ModelsAI AgentsModel TrainingOther AI / ML

PM Skills

Data & EvaluationAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Mar 6, 2026
Forked
Mar 12, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 17, 2026

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