tinygrad
tinygrad is an extremely simple neural network framework that decomposes complex models into just three fundamental OpTypes: Elementwise, Reduce, and Movement operations. It is designed to be easy to understand, hack on, and extend while delivering high performance across different hardware backends. Primarily used by ML researchers, engineers, and contributors who value minimalism and transparency in their deep learning tooling.
Open SourceMITWebCLISelf-hostedCloud-managed
33.4kstars
4.2kforks
5features
2020since
Overview
5 featurestinygrad is an AI & ML project. It focuses on implementing and running neural networks with excessive complexity and framework bloat. tinygrad is an open-source project aimed at machine learning developers. The project is open source (MIT). It ships for the web and the command line, and it can be self-hosted.
tiny corp builds and maintains tinygrad, and it first shipped in 2020. The project is developed in the open on GitHub with 33.4k stars and 1k commits in the last 90 days. Key capabilities include Neural Network Framework, Elementwise Operations, and Reduce Operations. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Neural Network Framework
- Elementwise Operations
- Reduce Operations
- Movement Operations
- GPU Acceleration
Tags
neural-networksml-frameworkgpu-computesimple-ai
AI capabilities
Multimodal
Inference: HybridWeights: Open
Built with & integrations
Connectors
API
Runs on
BrowserCLISelf-hostedCloud-managed
Trust & compliance
License
MIT
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about tinygrad
- What does tinygrad do?
- Tinygrad focuses on implementing and running neural networks with excessive complexity and framework bloat. It is catalogued under AI & ML on PulseGate.
- Who is tinygrad for?
- tinygrad is an open-source project built for machine learning developers.
- Is tinygrad free?
- Yes — tinygrad is open source under the MIT license and free to use.
- What platforms does tinygrad run on?
- tinygrad runs on the web and the command line. It can also be self-hosted.
- Is tinygrad still active?
- The GitHub repository shows 1k commits in the last 90 days.
- What are alternatives to tinygrad?
- Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
- Who makes tinygrad?
- tinygrad is developed by tiny corp, based in the United States.
- When did tinygrad launch?
- tinygrad first shipped in 2020.
Also in AI & ML
Same category — not a similarity match