Name: Toby Lightheart
Type: User
Bio: Engineering PhD from The University of Adelaide in Australia.
Thesis (accepted): Constructive Spiking Neural Networks for Simulations of Neuroplasticity.
Location: Adelaide, Australia
Blog: https://tobylightheart.wordpress.com
Toby Lightheart's Projects
Efficient vector database for hundred millions of embeddings.
A repository for algorithms that create neurons in artificial neural networks
Constructive spiking neural networks with spike-timing-dependent plasticity
Ensemble classifier layers for a single deep neural network
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
Arduino program for LynxMotion products: BotBoarduino, SSC-32U, two AL5D arms
Toby Lightheart's Projects Blog