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Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models. The open source community will eventually witness the Stable Diffusion moment for large language models (LLMs), and Basaran allows you to replace OpenAI's service with the latest open-source model to power your application without modifying a single line of code. Stream generation using various decoding strategies. Support both decoder-only and encoder-decoder models. Detokenizer that handles surrogates and whitespace. Multi-GPU support with optional 8-bit quantization. Real-time partial progress using server-sent events. Compatible with OpenAI API and client libraries. Comes with a fancy web-based playground. Docker images are available on Docker Hub and GitHub Packages.
Features
- Stream generation using various decoding strategies
- Support both decoder-only and encoder-decoder models
- Detokenizer that handles surrogates and whitespace
- Multi-GPU support with optional 8-bit quantization
- Real-time partial progress using server-sent events
- Compatible with OpenAI API and client libraries
- Comes with a fancy web-based playground
Project Samples
