newgrit1004

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

EfficientSAM-tf2-demo

The Tensorflow version of EfficientSAM

SHARK

SHARK - High Performance Machine Learning Distribution

automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models

stable-fast

Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.

mac-ml-speed-test

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

fsdp_qlora

Training LLMs with QLoRA + FSDP

awesome-low-level-design

Learn Low Level Design (LLD) and prepare for interviews using free resources.

anime-gan-v2-web

dora-from-scratch

LoRA and DoRA from Scratch Implementations

CS-Univ-Wiki

컴공생을 위한 대학 생활 가이드라인

Awesome-CV

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

mixtral-offloading

Run Mixtral-8x7B models in Colab or consumer desktops

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

dreamoving-project

Official implementation of DreaMoving

video-membership

Create a Video Membership app using FastAPI & NoSQL

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

vscode-server-recover

vscode remote ssh server recovery program

UltraFastBERT

The repository for the code of the UltraFastBERT paper

onnxruntime-cuda-cpp-example

Examples for inference models with ONNXRuntime and CUDA

nvidia-libraries-study

CTranslate2

Fast inference engine for Transformer models

PokemonRedExperiments

Playing Pokemon Red with Reinforcement Learning

nsfwjs

NSFW detection on the client-side via TensorFlow.js

onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

torch2jax

Run PyTorch in JAX. 🤝

automatic_log_collector_and_analyzer

Replace Splunk in your small company with this one weird trick!

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

sd-dynamic-prompts

A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation