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zefie committed 2026-11-01 16:31:33 -05:00
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Convert-to-Quant (ctq) is installed for normal quantizations.
For GGUF quantizations, try:
hf_to_nvfp4_quant
gguf_to_nvfp4_quant
safetensors_to_nvfp4_quant
hf_to_nvfp4_safetensors
Depending on the source material.
hf cli command is also installed, eg you can:
hf download coder3101/gemma-4-12B-it-heretic --local-dir gemma-4-12B-it-heretic
hf_to_nvfp4_gguf -o gemma-4-12B-it-heretic_nvfp4 gemma-4-12B-it-heretic
The same directory can be quantized to one ComfyUI NVFP4 safetensors file:
hf_to_nvfp4_safetensors -o gemma-4-12B-it-heretic-NVFP4.safetensors gemma-4-12B-it-heretic
This would create a NVFP4 GGUF for Ollama/llama.cpp from https://huggingface.co/coder3101/gemma-4-12B-it-heretic
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#!/bin/bash
python /root/nvfp4_gguf_quant/gguf_to_nvfp4_gguf.py --llama-cpp /root/llama.cpp "${@}"
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#!/bin/bash
python /root/nvfp4_gguf_quant/hf_to_nvfp4_gguf.py --llama-cpp /root/llama.cpp "${@}"
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#!/bin/bash
python /root/nvfp4_gguf_quant/hf_to_nvfp4_safetensors.py --convert-to-quant /root/convert_to_quant "${@}"
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#!/bin/bash
python /root/nvfp4_gguf_quant/safetensors_to_nvfp4_gguf.py --llama-cpp /root/llama.cpp "${@}"