ChungYao.Ma's starred repositories
llama-recipes
Scripts for fine-tuning Meta Llama 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 Llama for WhatsApp & Messenger.
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
LLaMA-Adapter
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
python-ftfy
Fixes mojibake and other glitches in Unicode text, after the fact.
pytorchvideo
A deep learning library for video understanding research.
TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
DeepStream-Yolo
NVIDIA DeepStream SDK 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
DB-GPT-Hub
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
Awesome-Code-LLM
👨💻 An awesome and curated list of best code-LLM for research.
swiss_army_llama
A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.
Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
santacoder-finetuning
Fine-tune SantaCoder for Code/Text Generation.
ChatCSV-Llama2-Chatbot
ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.
Fast-Learning-Hand-Gesture-Recognition
Few Shot Learning Models for Hand Gesture Recognition