fix/improve hf to hf conversions

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zefie committed 2026-11-04 21:43:53 -05:00
1 parent cef832ecb0
commit 416b0e630f
12 files changed
+1885 -17

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+15 -7
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@@ -1,11 +1,13 @@
Convert-to-Quant (ctq) is installed for normal quantizations.
For GGUF quantizations, try:
For quantizations and conversions, try:
hf_to_nvfp4_quant
gguf_to_nvfp4_quant
safetensors_to_nvfp4_quant
hf_to_nvfp4_safetensors
- hf_to_nvfp4_gguf (Hugging Face to GGUF)
- gguf_to_nvfp4_gguf (GGUF to GGUF)
- safetensors_to_nvfp4_gguf (ComfyUI safetensors to GGUF)
- hf_to_nvfp4_safetensors (Hugging Face to ComfyUI safetensors)
- hf_to_nvfp4_hf (Hugging Face to NVFP4 Hugging Face)
- gguf_to_nvfp4_hf (GGUF to NVFP4 Hugging Face)
Depending on the source material.
@@ -15,8 +17,14 @@ 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:
The same directory can be quantized to NVFP4 Hugging Face format:
hf_to_nvfp4_hf -o gemma-4-12B-it-heretic-NVFP4-HF gemma-4-12B-it-heretic
Or 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
A GGUF file can also be converted to NVFP4 Hugging Face format:
gguf_to_nvfp4_hf -o gemma-4-12B-it-heretic-NVFP4-HF gemma-4-12B-it-heretic.gguf