H0ypothesis

H0ypothesis's Stars

• practical-tutorials/project-based-learning

  Curated list of project-based tutorials

  224k3.3k19829.2k

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

  Language:Python46.2k2536.4k5.6k

• unslothai/unsloth

  Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥

  Language:Python36.6k2131.8k2.8k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  33.1k3.1k01.8k

• Hannibal046/Awesome-LLM

  Awesome-LLM: a curated list of Large Language Model

  22.6k442321.9k

• HqWu-HITCS/Awesome-Chinese-LLM

  整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

  19.4k241291.9k

• nndl/nndl.github.io

  《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

  Language:HTML18.2k7666293.6k

• datawhalechina/llm-cookbook

  面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

  Language:Jupyter Notebook16.9k136452.1k

• liguodongiot/llm-action

  本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

  Language:HTML16.1k140281.9k

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook14.8k103191.2k

• datawhalechina/self-llm

  《开源大模型食用指南》针对**宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

  Language:Jupyter Notebook14.4k952301.6k

• microsoft/LoRA

  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

  Language:Python11.7k69115739

• xzhih/one-key-hidpi

  Enable macOS HiDPI and have a native setting.

  Language:Shell9.5k982341k

• poloclub/cnn-explainer

  Learning Convolutional Neural Networks with Interactive Visualization.

  Language:JavaScript8.4k164501.3k

• houtianze/bypy

  Python client for Baidu Yun (Personal Cloud Storage) 百度云/百度网盘Python客户端

  Language:Python8.1k2945971.4k

• FudanNLP/nlp-beginner

  NLP上手教程

  6k9921.3k

• lonePatient/awesome-pretrained-chinese-nlp-models

  Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

  Language:Python5.2k9412491

• Lordog/dive-into-llms

  《动手学大模型Dive into LLMs》系列编程实践教程

  4.8k2712443

• km1994/nlp_paper_study

  该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

  Language:C++4k698655

• boyu-ai/Hands-on-RL

  https://hrl.boyuai.com/

  Language:Jupyter Notebook3.2k1798626

• evilsocket/cake

  Distributed LLM and StableDiffusion inference for mobile, desktop and server.

  Language:Rust2.8k4232164

• open-compass/VLMEvalKit

  Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

  Language:Python2.1k12352314

• charent/ChatLM-mini-Chinese

  中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。

  Language:Python1.5k1453170

• SocialAI-tianji/Tianji

  制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

  Language:Python1.3k6998

• wzpan/BeamerStyleSlides

  🌈Beamer风格的幻灯片模板集。包含了PowerPoint和Keynote两套格式。

  Language:TeX1.1k227172

• jiahe7ay/MINI_LLM

  This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.

  Language:Python41852665

• Tongjilibo/build_MiniLLM_from_scratch

  从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)

  Language:Python4096352

• sskyNS/RoastDuck-CFWPack

  RDP-CFW-Pack

  33291114

• huangjia2019/ai-agents

  异步图书 《大模型应用开发 动手做AI Agent》 - 这是一些非常简单的入门示例，重在引导新手入门，目前LLM开发领域发展很快，本书只是一个提纲挈领。更多的示例和代码大家可以去OpenAI Cookbook, LangChain Example中去挖掘。

  Language:Jupyter Notebook3195563

• DogerRain/awesome-programming-resources

  收集优秀的编程资源（Java为主），涵盖：Java面试、求职、电子书籍、计算机网络、操作系统、前端、 Redis、Mysql、Nginx、ZK、MQ、机器学习、NPL、架构、算法

  2086044