xiangbin's Projects
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
An experimental open-source attempt to make GPT-4 fully autonomous.
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。
Awesome papers about unifying LLMs and KGs
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
bilibili video course src code
Build Python LLM apps in minutes ⚡️
A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。
Create 🦜️🔗 LangChain apps by just using prompts with the power of Llama 2 🌟 Star to support our work! | 只需使用句子即可创建 LangChain 应用程序。 给个star支持我们的工作吧!
Framework to easily create LLM powered bots over any dataset.
Drag & drop UI to build your customized LLM flow
GPT 3.5/4 with a Chat Web UI. No API key required.
:zap: Dynamically generated stats for your github readmes
bert-base-chinese example
基于LLM和LangChain实现基于本地文档的QA chatbot
⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan)
A large collection of system log datasets for AI-driven log analytics
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza.