LLMs - “大语言模型”

LLMs(Large Language Models) : 大语言模型

reference

• Open LLMs

  🤖 A list of open LLMs available for commercial use.

• LLM Rankings
• 开源大模型食用指南

  《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程

• Z-Bench

  Z-Bench 1.0 by 真格基金：一个麻瓜的大语言模型中文测试集。Z-Bench is a LLM prompt dataset for non-technical users, developed by an enthusiastic AI-focused team in Zhenfund

• llm-books 👉🏻 🐙

  利用 LLM 构建应用实践笔记

• 动手学大模型应用开发 👉🏻 🐙
• Dify 👉🏻 🐙

  Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

GPT

• FastGPT 👉🏻 🐙

  FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

• GPT4All : Official

  gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

• minichatgpt

  🔥 To Train ChatGPT In 5 Minutes with ColossalAI

• privateGPT

  Interact privately with your documents using the power of GPT, 100% privately, no data leaks

• Code Review GPT

  Your personal code reviewer powered by LLMs (OpenAI GPT-3.5/4, Llama, Falcon, Azure AI) & Embeddings ⚡️ Improve code quality and catch bugs before you break production 🚀

LLaMa

• LLaMA : introducing

  Inference code for LLaMA models

• llama.cpp

  Port of Facebook's LLaMA model in C/C++

• ChatLLaMa

  ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT

• pyllama

  🦙 LLaMA - Run LLM in A Single 4GB GPU

Alpaca

• Stanford Alpaca

  An Instruction-following LLaMA Model

• alpaca-lora

  Instruct-tune LLaMA on consumer hardware

• Chinese-LLaMA-Alpaca

  中文LLaMA&Alpaca大语言模型+本地CPU/GPU部署 (Chinese LLaMA & Alpaca LLMs)

• KoAlpaca

  KoAlpaca: Korean Alpaca Model based on Stanford Alpaca (feat. LLAMA and Polyglot-ko)

Vicuna

• FastChat

  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

• Chinese-Vicuna

  Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

• WizardVicunaLM

  LLM that combines the principles of wizardLM and vicunaLM

Other

• DeepSeek-V3
• ChatGLM-6B

  ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

• Luotuo-Chinese-LLM

  骆驼(Luotuo): Open Sourced Chinese Language Models

• Visual OpenLLM

  something like visual-chatgpt, 文心一言的开源版

• wenda

  闻达：一个LLM调用平台。为小模型外挂知识库查找和设计自动执行动作，实现不亚于于大模型的生成能力

• Linly

  Chinese-LLaMA基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

• CPM-Bee

  百亿参数的中英文双语基座大模型

Tutorial

• Full Stack LLM Bootcamp
• 基于本地知识库的 ChatGLM 等大语言模型应用实现
• 一种平价的chatgpt实现方案, 基于ChatGLM-6B + LoRA
• 2023-05-18 GPT大语言模型Vicuna本地化部署实践（效果秒杀Alpaca）
• 2023-04-22 大模型也内卷，Vicuna训练及推理指南，效果碾压斯坦福羊驼
• 2023-01-18 通向AGI之路：大型语言模型（LLM）技术精要
• 2019-01-27 BERT大火却不懂Transformer？读这一篇就够了
• 2019-01-13 放弃幻想，全面拥抱Transformer：自然语言处理三大特征抽取器（CNN/RNN/TF）比较