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billschumacher's Projects

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gpteacher icon gpteacher

A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer

harddiffusion icon harddiffusion

Stable diffusion UI. Not easy to install, inspired by EasyDiffusion.

hlb-gpt icon hlb-gpt

Minimalistic, fast, and experimentation-friendly researcher's toolbench for GPT-like models in <350 lines of code. Reaches <3.8 validation loss on wikitext-103 on a single A100 in just over 6 minutes.

imgui icon imgui

Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies

ix icon ix

Autonomous GPT-4 agent platform

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

js-joda icon js-joda

:clock2: Immutable date and time library for javascript

jwt icon jwt

🧬 JWT middleware for Fiber

kornia icon kornia

Open Source Differentiable Computer Vision Library

kyro icon kyro

some interesting procedural terrain generation in Amethyst

langchain icon langchain

⚑ Building applications with LLMs through composability ⚑

lazysizes icon lazysizes

High performance and SEO friendly lazy loader for images (responsive and normal), iframes and more, that detects any visibility changes triggered through user interaction, CSS or JavaScript without configuration.

leaflet icon leaflet

πŸƒ JavaScript library for mobile-friendly interactive maps πŸ‡ΊπŸ‡¦

linenoise icon linenoise

A small self-contained alternative to readline and libedit

live3d-v2 icon live3d-v2

Neural Rendering with Attention: An Incremental Improvement for Anime Character Animation

llama icon llama

Inference code for genesis models

llama-adapter icon llama-adapter

Fine-tuning LLaMA to follow instructions within 1 Hour and 1.2M Parameters

lora icon lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

mario-gpt icon mario-gpt

Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981

martin icon martin

Blazing fast and lightweight PostGIS vector tiles server

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

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