From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
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Updated
Apr 29, 2024
From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
tinygrad port of the RWKV large language model.
A Python-based chatbot project built on the autogen and tinygrad foundation, utilizing advanced agents for dynamic conversations and function orchestration, enhancing and expanding traditional chatbot capabilities.
yet another scalar autograd engine - featuring complex numbers and fixed DAG
A WebGPU port of Stable Diffusion using tinygrad
A C++ implementation of the scalar-valued autograd engine micrograd
Interactive visualizations and demos that are used in a blog post I wrote about logic in the context of neural networks
Uses the excellent silero VAD with onnxruntime C api for fast detection of audio segments with speech
A minimalist implementation of the ViT (Vision Transformer) model, using tinygrad
An implementation of gated MLPs in tinygrad, as an alternative to transformers.
Neural Cellular Automata for texture generation in tinygrad following Self-Organising Textures by Eyvind Niklasson et. al..
You like pytorch? You like micrograd? You love tinygrad! ❤️ (WIP)
A simple vector valued autograd engine aimed to be between micrograd and tinygrad with a nn library.
Implementation of the decision tranformer paper in tinygrad
Implementation of the graph attention network (GAT) paper in tinygrad
WebGL port of EfficientNet using tinygrad
🎓 super small and cute neural net engine, using only numpy
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