Request: NVFP4 Version

#60
by Zesales - opened

This Model in VLLM with NVFP4 - Weights Only without KV Quantization (Consumer GPU Support)

Owner

@Zesales Good request β€” and the timing's right, because NVFP4 weight-only (W4A16) is exactly the path vLLM now supports on Blackwell (RTX 50-series), with FP16 KV left untouched. So the format you're asking for is feasible on consumer Blackwell today.

Two honest caveats before I commit to anything:

  1. vLLM compatibility for this checkpoint. vLLM added native Gemma 4 support in 0.19, but this is a fine-tune with a custom chat template and a few non-standard config bits, so I need to validate vLLM compatibility for this checkpoint first β€” confirm it loads and generates correctly at FP16 before quantizing. I don't want to ship an NVFP4 build that silently misbehaves.
  2. It's a from-master job. NVFP4 has to be calibrated from the fp16 safetensors master with nvidia-modelopt, not reconverted from a GGUF β€” so it's a separate artifact to build and upload, not a quick repack.

Net: I'm genuinely interested and it's on th (dropping in the next day or two) and the27B first, then do the vLLM/NVFP4 path properly with a real end-to-end check on a 50-series card. I'll post here once I've verified it loads + runs clean. And if you're on a 5090/5080 and want to try quantizing from the master weights yourself in the meantime, happy to point you.

As a user with a single RTX 5080 (16 GB VRAM), I’d really like to try your model with NVFP4 weights. There are currently very few such options available on Hugging Face.

I believe an NVFP4 version of your model would be highly relevant and in demand among users like me who are running it locally on Blackwell GPUs.

I would really appreciate it if you could share the current status of this request and whether you have any plans to release an NVFP4 version.

Thank you very much for your work!

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