liuyhwangyh

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liuyhwangyh's starred repositories

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Language:PythonMIT2026200

swift

ms-swift: Use PEFT or Full-parameter to finetune 300+ LLMs or 50+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3, Llava-Video, Internvl2, MiniCPM-V, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)

Language:PythonApache-2.0246800

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Language:PostScriptCC0-1.01592600

flash-attention

Fast and memory-efficient exact attention

Language:PythonBSD-3-Clause1248700

python-docs-samples

Code samples used on cloud.google.com

Language:Jupyter NotebookApache-2.0710500

okhttp

Square’s meticulous HTTP client for the JVM, Android, and GraalVM.

Language:KotlinApache-2.04553500

ONE-PEACE

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

Language:PythonApache-2.089800

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

unlimiformer

Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"

Language:PythonMIT104300

google-research

Google Research

Language:Jupyter NotebookApache-2.03347500

RedPajama-Data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

Language:PythonApache-2.0446000

open_llama

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

Apache-2.0728800

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

Language:PythonApache-2.0276900

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

Language:C++Apache-2.0416600

DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

composer

Supercharge Your Model Training

Language:PythonApache-2.0507400

lecture_i2ml

I2ML lecture repository

Language:HTMLCC-BY-4.014200

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Language:PythonMIT203000

info8010-deep-learning

Lectures for INFO8010 Deep Learning, ULiège

Language:Jupyter NotebookBSD-3-Clause121400

markdown

A Python implementation of John Gruber’s Markdown with Extension support.

Language:PythonBSD-3-Clause367500

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

Language:PythonMIT4831300

ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.03838500

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.02756100

spinningup

An educational resource to help anyone learn deep reinforcement learning.

Language:PythonMIT983900

xla

A machine learning compiler for GPUs, CPUs, and ML accelerators

Language:C++Apache-2.0244000

kserve

Standardized Serverless ML Inference Platform on Kubernetes

Language:PythonApache-2.0331000

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Language:MDXMIT4643300

loguru

Python logging made (stupidly) simple

Language:PythonMIT1892900

spec

The AsyncAPI specification allows you to create machine-readable definitions of your asynchronous APIs.

Language:JavaScriptApache-2.0402300

server

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

Language:PythonBSD-3-Clause779600