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Changelog
You like pytorch? You like micrograd? You love tinygrad! ❤️
Last updated about 19 hours ago
Breaking Changes
Features
Improvements
VIZ=1 debugging output enhancements1800+ commits, 19K lines changed since v0.11.0.
ONNX support, NV runtime without kernel, and more!
Over 1000 commits since 0.10.3.
At 16671 lines.
Lots of runtime changes.
Over 800 commits since 0.10.2.
At 12990 lines.
Minor fixes. At 11263 lines.
LazyBuffers are gone! At 10941 lines.
A significant under the hood update.
Over 1200 commits since 0.9.2.
At 9937 lines.
VIZ=1 to show how rewrites are happening, try itQCOM=1 HCQ backend for runtime speed on Adreno...Small changes.
Over 700 commits since 0.9.1.
BEAM>=100 [#5598]TRANSCENDENTAL>=2 or by default on CLANG and LLVM to provide sin, log2, and exp2 approximations. [#5187]DEBUG>=2 you now see the tensor ops that are part of a kern...Now sitting at 7844 lines, less than last release. Looking to tag releases more often.
Over 320 commits since 0.9.0.
Close to the new line limit of 8000 lines, sitting at 7958 lines. tinygrad is much more usable now.
Just over 1200 commits since 0.8.0.
gpuctypes has been brought in tree and is no longer an external dependency. [#3253]AMD=1 and NV=1 experimental backends for not requiri...Close to the new limit of 5000 lines at 4981.
.schedule() API to separate concerns of scheduling and runningGRAPH=1 is usable to debug issuesAutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Stable Diffusion web UI
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.