KERMIT

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

The Web framework for perfectionists with deadlines.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

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

Drag & drop UI to build your customized LLM flow

Making large AI models cheaper, faster and more accessible

The Memory layer for AI Agents

Build and share delightful machine learning apps, all in Python. ? Star to support our work!