Linxin Song (LinxinS97)

LinxinS97

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Company:University of Southern California

Location:LA

Home Page:linxins.net

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Linxin Song's starred repositories

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonLicense:Apache-2.0Stargazers:35308Issues:343Issues:2799

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonLicense:Apache-2.0Stargazers:29510Issues:371Issues:8355

llama3

The official Meta Llama 3 GitHub site

Language:PythonLicense:NOASSERTIONStargazers:26941Issues:222Issues:260

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonLicense:MITStargazers:21292Issues:252Issues:3549

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Language:PythonLicense:Apache-2.0Stargazers:20042Issues:157Issues:1522

unsloth

Finetune Llama 3.2, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

Language:PythonLicense:Apache-2.0Stargazers:17705Issues:123Issues:963

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Language:PythonLicense:Apache-2.0Stargazers:16294Issues:111Issues:1070

sam2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:12076Issues:71Issues:336

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:12017Issues:206Issues:2280

CodeGeeX

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

Language:PythonLicense:Apache-2.0Stargazers:8216Issues:88Issues:217

matmulfreellm

Implementation for MatMul-free LM.

Language:PythonLicense:Apache-2.0Stargazers:2916Issues:44Issues:31
Language:PythonLicense:Apache-2.0Stargazers:2775Issues:32Issues:290

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Language:PythonLicense:Apache-2.0Stargazers:2569Issues:23Issues:184

CodeGeeX4

CodeGeeX4-ALL-9B, a versatile model for all AI software development scenarios, including code completion, code interpreter, web search, function calling, repository-level Q&A and much more.

Language:PythonLicense:Apache-2.0Stargazers:1400Issues:16Issues:59

llm-paper-daily

Daily updated LLM papers. 每日更新 LLM 相关的论文,欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

MergeLM

Codebase for Merging Language Models (ICML 2024)

Autonomous-Agents

Autonomous Agents (LLMs) research papers. Updated Daily.

BIG-Bench-Hard

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

scene_graph_benchmark

image scene graph generation benchmark

Language:PythonLicense:MITStargazers:388Issues:13Issues:95

Logic-LLM

The project page for "LOGIC-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning"

Language:CLicense:MITStargazers:256Issues:5Issues:10

alexa-apis-for-python

The Alexa APIs for Python consists of python classes that represent the request and response JSON of Alexa services. These models act as core dependency for the Alexa Skills Kit Python SDK (https://github.com/alexa/alexa-skills-kit-sdk-for-python).

Language:PythonLicense:Apache-2.0Stargazers:121Issues:42Issues:12

autogen

A programming framework for agentic AI. Discord: https://discord.gg/pAbnFJrkgZ

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:95Issues:2Issues:7
Language:PythonLicense:Apache-2.0Stargazers:82Issues:1Issues:6

Lets-Verify-Step-by-Step

"Improving Mathematical Reasoning with Process Supervision" by OPENAI

Language:PythonLicense:Apache-2.0Stargazers:78Issues:3Issues:1

TaskMeAnything

[NeurIPS 2024] A task generation and model evaluation system for multimodal language models.

Language:PythonLicense:Apache-2.0Stargazers:57Issues:2Issues:1

NaturalCodeBench

NaturalCodeBench (Findings of ACL 2024)

Synthetic_Continued_Pretraining

Code implementation of synthetic continued pretraining

Language:PythonLicense:Apache-2.0Stargazers:50Issues:0Issues:0

Twin-Merging

[NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

DeePEn

A method of ensemble learning for heterogeneous large language models.