successor-yu

successor-yu's Stars

• jingyaogong/minimind

  【大模型】3小时完全从0训练一个仅有26M的小参数GPT，最低仅需2G显卡即可推理训练！

  Language:Python1.9k219

• WangRongsheng/awesome-LLM-resourses

  🧑‍🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.

  1.4k172

• chaoql/rag-best-practices

  大模型检索增强生成技术最佳实践。

  Language:Python334

• karpathy/build-nanogpt

  Video+code lecture on building nanoGPT from scratch

  Language:Python3.4k470

• unslothai/unsloth

  Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

  Language:Python15.9k1.1k

• Xnhyacinth/Awesome-LLM-Long-Context-Modeling

  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

  83532

• naklecha/llama3-from-scratch

  llama3 implementation one matrix multiplication at a time

  Language:Jupyter Notebook13.1k1.1k

• lizhe2004/Awesome-LLM-RAG-Application

  the resources about the application based on LLM with RAG pattern

  75648

• VikParuchuri/surya

  OCR, layout analysis, reading order, line detection in 90+ languages

  Language:Python9.9k644

• ArtificialZeng/llama3_explained

  the newest version of llama3，source code explained line by line using Chinese

  Language:Python212

• Filimoa/open-parse

  Improved file parsing for LLM’s

  Language:Python2.4k90

• eosphoros-ai/Awesome-Text2SQL

  Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

  1.6k124

• wangshusen/SearchEngine

  搜索引擎原理

  1.4k115

• hymie122/RAG-Survey

  Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

  1.1k83

• PharMolix/OpenBioMed

  Language:Python67776

• hrwleo/dwnlpinterview

  Datawhale NLP 面筋

  146174

• 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。

  Language:HTML9.3k909

• 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++3.9k661

• hellotransformers/Natural_Language_Processing_with_Transformers

  Natural Language Processing with Transformers 中译本，最权威Transformers教程

  36989

• stanleylsx/llms_tool

  一个基于HuggingFace开发的大语言模型训练、测试工具。支持各模型的webui、终端预测，低参数量及全参数模型训练(预训练、SFT、RM、PPO、DPO)和融合、量化。

  Language:Python19819

• liucongg/ChatGLM-Finetuning

  基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

  Language:Python2.6k292

• OpenMOSS/CoLLiE

  Collaborative Training of Large Language Models in an Efficient Way

  Language:Python40758

• jrt-20/pytorch_parallel

  pytorch分布式数据并行、模型并行

  Language:Python1

• jwj7140/Gugugo

  Gugugo: 한국어 오픈소스 번역 모델 프로젝트

  Language:Jupyter Notebook676

• FreedomIntelligence/LLMZoo

  ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

  Language:Python2.9k199

• tatsu-lab/stanford_alpaca

  Code and documentation to train Stanford's Alpaca models, and generate the data.

  Language:Python29.4k4k

• km1994/LLMsNineStoryDemonTower

  【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。

  1.7k167

• yaodongC/awesome-instruction-dataset

  A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

  1.1k59

• hikariming/chat-dataset-baseline

  人工精调的中文对话数据集和一段chatglm的微调代码

  Language:Jupyter Notebook1.1k95

• yuanzhoulvpi2017/zero_nlp

  中文nlp解决方案(大模型、数据、模型、训练、推理)

  Language:Jupyter Notebook2.9k356