Checkout the latest docs https://mlc.ai/mlc-llm/docs/ MLC started with demos and it evolved lately, with API integrations, documentations into an inference solution that everyone can reuse for universal deployments
As a random aside, I hope y'all publish a SDXL repo for local (non webgpu) inference. SDXL is too compute heavy to split/offload to cpu like Llama.cpp, but less ram heavy than llms, and I'm thinking it would benefit from TVM's "easy" quantization.
It would be a great backend to hook into the various web UIs, maybe with the secondary model loaded on an IGP.
brucethemoose2|2 years ago
As a random aside, I hope y'all publish a SDXL repo for local (non webgpu) inference. SDXL is too compute heavy to split/offload to cpu like Llama.cpp, but less ram heavy than llms, and I'm thinking it would benefit from TVM's "easy" quantization.
It would be a great backend to hook into the various web UIs, maybe with the secondary model loaded on an IGP.