Awesome-LLM: a curated list of Large Language Model

LLM101n: Let's build a Storyteller

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

《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

Curated list of project-based tutorials

AirLLM 70B inference with single 4GB GPU

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。

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

本项目旨在分享大模型相关技术原理以及实战经验。

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Pytorch❤️ Keras 😋😋

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

"他山之石、可以攻玉"：复旦白泽智能发布面向国内开源和国外商用大模型的Demo数据集JADE-DB

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

LlamaIndex is a data framework for your LLM applications

Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long context model, a quantized model, a RAG fine-tuned model, and an Agent fine-tuned model. …

My personal Obsidian vault template. A bottom-up approach to note-taking and organizing things I am interested in.

Efficient, Low-Resource, Distributed transformer implementation based on BMTrain

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

该仓库主要记录 NLP 算法工程师相关的面试题

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)