From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
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Updated
Dec 2, 2024
From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
tinygrad port of the RWKV large language model.
A WebGPU port of Stable Diffusion using tinygrad
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 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
You like pytorch? You like micrograd? You love tinygrad! ❤️ (WIP)
An implementation of gated MLPs in tinygrad, as an alternative to transformers.
An exercise to learn Gaussian Splatting and Tinygrad
Neural Cellular Automata for texture generation in tinygrad following Self-Organising Textures by Eyvind Niklasson et. al..
WebGL port of EfficientNet using tinygrad
A simple vector valued autograd engine aimed to be between micrograd and tinygrad with a nn library.
Implementation of the graph attention network (GAT) paper in tinygrad
Implementation of the decision tranformer paper in tinygrad
ControlNet on the browser using WebGPU backend.
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