Library/tinygrad
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tinygrad/tinygrad

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

Builder

tinygrad

tinygrad

tinygrad • individual

Stars

32,103

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Forks

4,022

Using upstream fork count

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0

Activity Score

0/100

602 commits in 30d

Created

Oct 18, 2020

Project creation date

README Summary

tinygrad is a minimal deep learning framework that aims to be simple, fast, and hackable while maintaining compatibility with PyTorch-like APIs. It focuses on being a lightweight alternative to larger frameworks like PyTorch, inspired by micrograd but capable of handling real neural networks. The project emphasizes clean code, educational value, and performance optimization.

AI Dev Skills

Unmapped

Deep Learning Framework DevelopmentNeural Network ImplementationAutomatic DifferentiationTensor OperationsGPU ComputingMachine Learning InfrastructureEducational ML Tools

Tags

Deep Learning Framework DevelopmentNeural Network ImplementationAutomatic DifferentiationTensor OperationsGPU ComputingMachine Learning InfrastructureEducational ML ToolsNumericalEducational AI ToolsOpen Source AI InfrastructureFramework Development LearningEducational Deep LearningCustom ML Model TrainingLocal DevelopmentLightweight ML FrameworksNeural Network ExperimentationSelf-hostedResearch EnvironmentsResearch PrototypingTensorPython

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Recent Activity

Updated 23 days ago

7 Days

112

30 Days

602

90 Days

2451

Quality

research
Quality
high
Maturity
research

Categories

Model TrainingPrimaryLearning ResourcesInference & ServingML Platform & InfrastructureSearch & KnowledgeOther AI / ML

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Oct 18, 2020
Forked
Mar 22, 2026
Your last push
23 days ago
Upstream last push
6 days ago
Tracked since
Mar 21, 2026

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