QuixiAI Open-Sources embeddinggemma.c: A Blazing Fast Cross-Platform Embedding Inference Engine

QuixiAI · x · 2026-07-21

QuixiAI has released `embeddinggemma.c`, a cross-platform embedding inference engine written in pure C, emphasizing extreme speed and the ability to run anywhere. **Key Features:** - **Hardware Acceleration**: Provides optimized kernels for CPU, Metal, CUDA, ROCm, and SYCL. - **Model Support**: Currently supports the `embeddinggemma-300M-qat-q4_0-GGUF` model (2k context). - **Flexible Dimensions**: Supports Matryoshka embeddings at 768, 512, 256, and 128 dims. - **Usability**: Offers a standard HTTP API.

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