LeeKLTW

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

DeepSpeedExamples

Example models using DeepSpeed

Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

llama.cpp

LLM inference in C/C++

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

llm.c

LLM training in simple, raw C/CUDA

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

awesome-competitive-programming

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

cp-algorithms

Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru)

nn-zero-to-hero

Neural Networks: Zero to Hero

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

RetrievalTutorials

LocalAI

:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

open-interpreter

A natural language interface for computers

evolutionary-model-merge

Official repository of Evolutionary Optimization of Model Merging Recipes

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

FastEdit

🩹Editing large language models within 10 seconds⚡

gorilla

Gorilla: An API store for LLMs

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

grok

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

captum

Model interpretability and understanding for PyTorch

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

transformer-debugger

memformer

Implementation of Memformer, a Memory-augmented Transformer, in Pytorch

RWKV-LM

RWKV is an 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.

recurrent-memory-transformer-pytorch

Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch

block-recurrent-transformer-pytorch

Implementation of Block Recurrent Transformer - Pytorch