kpister

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

llama.cpp

LLM inference in C/C++

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

generative-models

Generative Models by Stability AI

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

marker

Convert PDF to markdown quickly with high accuracy

whisperX

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

gpt-prompt-engineer

outlines

Structured Text Generation

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

threestudio

A unified framework for 3D content generation.

promptbase

All things prompt engineering

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

sd-forge-layerdiffuse

[WIP] Layer Diffusion for WebUI (via Forge)

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

ml-ane-transformers

Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

DreamCraft3D

[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

codealpaca

sam.cpp

oxen-release

Lightning fast data version control system for structured and unstructured machine learning datasets. We aim to make versioning datasets as easy as versioning code.

roma

RoMa: A lightweight library to deal with 3D rotations in PyTorch.

marsha

Marsha is a functional, higher-level, English-based programming language that gets compiled into tested Python software by an LLM

wishful-search

Natural language search for complex JSON arrays, with AI Quickstart.

threestudio-4dfy

icl-coverage