RWKV (pronounced as RwaKuv) is an RNN with GPT-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, fast training, saves VRAM, "infinite" ctxlen, and free text embedding. Moreover it's 100% attention-free. Default configs has enabled custom CUDA kernel acceleration, which is much faster and consumes much less VRAM. If you encounter possible compatibility issues, go to the Configs page and turn off Use Custom CUDA kernel to Accelerate.

Features

  • RWKV model management and one-click startup
  • Fully compatible with the OpenAI API, making every ChatGPT client an RWKV client
  • Automatic dependency installation, requiring only a lightweight executable program
  • Configs with 2G to 32G VRAM are included, works well on almost all computers
  • User-friendly chat and completion interaction interface included
  • Easy-to-understand and operate parameter configuration

Project Samples

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License

MIT License

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Additional Project Details

Programming Language

TypeScript

Related Categories

TypeScript Large Language Models (LLM), TypeScript LLM Inference Tool

Registered

2023-08-21