Yixing Luo's starred repositories

MinerU

A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具,支持PDF/网页/多格式电子书提取。

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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.

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tapas

End-to-end neural table-text understanding models.

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airllm

AirLLM 70B inference with single 4GB GPU

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NoRBERT

Requirements classification approach using BERT's transfer learning capabilities

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mllm

Fast Multimodal LLM on Mobile Devices

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ChatLaw

ChatLaw:A Powerful LLM Tailored for Chinese Legal. 中文法律大模型

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qlora-chinese-LLM

使用qlora对中文大语言模型进行微调,包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE

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chatGLM-6B-QLoRA

使用peft库,对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调,并做lora model和base model的merge及4bit的量化(quantize)。

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Efficient_Foundation_Model_Survey

Survey Paper List - Efficient LLM and Foundation Models

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MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

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reqclass

Requirements Classification

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fret

A framework for the elicitation, specification, formalization and understanding of requirements.

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CodeGeeX

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

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CodeGeeX2

CodeGeeX2: A More Powerful Multilingual Code Generation Model

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HighwayEnv

A minimalist environment for decision-making in autonomous driving

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rrt-algorithms

n-dimensional RRT, RRT* (RRT-Star)

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tool-competition-av

The repository hosts the code for the SBST CPS Tool competition for testing autonomous cars.

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Test-case-Prioterization-using-Genetic-Algorithm

Prioritize test case scenarios by identifying the critical path cluster using Genetic algorithm

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river

🌊 Online machine learning in Python

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BeamNGpy

Python API for BeamNG.tech

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leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

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SMARTS

Scalable Multi-Agent RL Training School for Autonomous Driving

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style-check

Style checker for latex documents

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awesome-fuzzing

A curated list of awesome Fuzzing(or Fuzz Testing) for software security

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jMetalPy

A framework for single/multi-objective optimization with metaheuristics

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