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basicdatautils

Experimental beginner level code for manipulating data

cross-axis-transformer

The code associated with my cross-axis transformer research project.

discordlistenserver

elle-curve

Space filling curve for preserving spatial locality with a focus on the center of the image, inspired by Hilbert Curves

filters

gradio_data_cleaning_ui

A webui for hand cleaning important data. More visually appealing than raw json.

handmade_flax_transformers

A basic transformer architecture in flax. XLA compiler go brrrrr

image_processor

An image processor for a modular vision pipeline

jax_toolkit

Help scripts for navigating the low level jax libraries

lightning-relora

A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.

ml-playground-dump

A backup for various code demos. Not intended for deployment or even functionality.

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

rwkv-lm

RWKV is a RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

sqlite3-database

Nice basic local sql database class

text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, OPT, and GALACTICA.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.