Add support for LoRA with NVFP4 MoE models #34421
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Purpose
In current vLLM main there is not support for LoRA with NVFP4 MoE models.
This PR enables LoRA support by using the existing MarlinExperts backend.
Test Plan
Test support for LoRA adapters with Nemotron Nano NVFP4:
https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4
LoRA adapters for testing can be found here:
https://huggingface.co/models?other=base_model:adapter:nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16
Test Result
Tested on B200 (requires env-var
VLLM_LORA_DISABLE_PDL=1).Essential Elements of an Effective PR Description Checklist
supported_models.mdandexamplesfor a new model.