Infrastructure partners vLLM and SGLang launched Day 0 support for the model upon its release. vLLM added compatibility for Blackwell and Hopper GPUs and introduced RL training through verl and an NVFP4 version of the weights. SGLang implemented MTP decoding and cache aware routing, which the project noted is already serving the model in production environments.
