ChungYao.Ma (solitude6060)

solitude6060

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Location:Taiwan/Taipei

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ChungYao.Ma's starred repositories

faiss

A library for efficient similarity search and clustering of dense vectors.

codellama

Inference code for CodeLlama models

Language:PythonLicense:NOASSERTIONStargazers:16032Issues:186Issues:196

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.

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:15101Issues:192Issues:377

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

Language:PythonLicense:Apache-2.0Stargazers:12105Issues:206Issues:2298

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

Language:PythonLicense:Apache-2.0Stargazers:7940Issues:97Issues:1630

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

Language:PythonLicense:GPL-3.0Stargazers:5751Issues:78Issues:142

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Language:PythonLicense:Apache-2.0Stargazers:4291Issues:42Issues:1364

python-ftfy

Fixes mojibake and other glitches in Unicode text, after the fact.

Language:PythonLicense:NOASSERTIONStargazers:3813Issues:75Issues:143

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

Language:PythonLicense:Apache-2.0Stargazers:3806Issues:39Issues:911

pytorchvideo

A deep learning library for video understanding research.

Language:PythonLicense:Apache-2.0Stargazers:3330Issues:157Issues:181

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.

Language:PythonLicense:Apache-2.0Stargazers:1960Issues:35Issues:349

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

Language:C++License:MITStargazers:1490Issues:33Issues:561

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

Language:PythonLicense:MITStargazers:1439Issues:20Issues:154

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

Language:PythonLicense:MITStargazers:708Issues:16Issues:25

Platypus

Code for fine-tuning Platypus fam LLMs using LoRA

UniVTG

[ICCV2023] UniVTG: Towards Unified Video-Language Temporal Grounding

Language:PythonLicense:MITStargazers:321Issues:6Issues:46
Language:C++License:Apache-2.0Stargazers:215Issues:13Issues:0

santacoder-finetuning

Fine-tune SantaCoder for Code/Text Generation.

Language:PythonLicense:Apache-2.0Stargazers:186Issues:3Issues:19

OctoPack

Creates Octopus-compatible NuGet packages

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X-CLIP

An official implementation for "X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval"

Language:PythonLicense:MITStargazers:137Issues:2Issues:8

SPELL

Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection (ECCV 2022)

Language:PythonLicense:MITStargazers:65Issues:3Issues:13

ChatCSV-Llama2-Chatbot

ChatCSV bot using Llama 2, Sentence Transformers, CTransformers, Langchain, and Streamlit.

Language:PythonLicense:MITStargazers:63Issues:2Issues:6
Language:Jupyter NotebookLicense:Apache-2.0Stargazers:47Issues:9Issues:26

Fast-Learning-Hand-Gesture-Recognition

Few Shot Learning Models for Hand Gesture Recognition

Language:Jupyter NotebookStargazers:12Issues:1Issues:0
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SGED

Spiking Gesture Emotion Dataset