ModelPrésentéExterne

ToriiGate 0.5 ComfyUI NVFP4

ComfyUI-native NVFP4 safetensors conversion of Minthy/ToriiGate-0.5.

Sourcehuggingface.co/Moeblack/ToriiGate-0.5-ComfyUI-NVFP4/tree/63a92f411970f52bd8d4e7979cd9ff340c085271

TypeText modelModèle de baseMinthy/ToriiGate-0.5VersionNVFP4UnratedClasse

Source du modèle

Type: Text model
Taille du fichier: 3,57 GB
Modèle de base: Minthy/ToriiGate-0.5
Version: vNVFP4
Mis à jour: 3 nov. 2026
Téléchargements: 0
Tâches: Légendes
Source: Hugging Face

Description de la source

ToriiGate-0.5 ComfyUI NVFP4

ComfyUI-native NVFP4 safetensors conversion of Minthy/ToriiGate-0.5.

Files

toriigate_0.5_qwen35_4b_nvfp4_comfyui.safetensors
toriigate_0.5_qwen35_4b_nvfp4_calibrated_comfyui.safetensors

Place the file in:

ComfyUI/models/text_encoders/

Then use ComfyUI CLIPLoader + TextGenerate.

Important Fix

model.visual.pos_embed.weight is intentionally kept full precision.

It is an Embedding table, not a Linear weight. ComfyUI expects it as [2304, 1024]. Packing it as NVFP4 would turn it into [2304, 512] and break loading.

Build

Quantized layers: 347 Copied tensors: 377 Base output size: 3.570 GiB Calibrated output size: 3.570 GiB Activation input scales added: 347 GPU: NVIDIA RTX PRO 6000 Blackwell Server Edition Torch: 2.12.0+cu130 CUDA: 13.0

Sources

1 source

Hugging FacePrincipalVersion 63a92f411970f52bd8d4e7979cd9ff340c085271

huggingface.co/Moeblack/ToriiGate-0.5-ComfyUI-NVFP4/tree/63a92f411970f52bd8d4e7979cd9ff340c085271

Vérifié 2 oct.

Artefacts du modèle

1 artefact

toriigate_0.5_qwen35_4b_nvfp4_comfyui.safetensors

safetensors · NVFP4 (unverified) · 3,57 GB · SHA-256 0f5180616afa…9048 · Hugging Face

Download file

Extraits de sources

2 extraits

Readme16 juil.huggingface.co/Moeblack/ToriiGate-0.5-ComfyUI-NVFP4

--- license: mit base_model: Minthy/ToriiGate-0.5 tags: - comfyui - qwen3.5 - qwen35 - toriigate - nvfp4 - image-captioning - vision-language --- # ToriiGate-0.5 ComfyUI NVFP4 ComfyUI-native NVFP4 safetensors conversion of `Minthy/ToriiGate-0.5`. ## Files - `toriigate_0.5_qwen35_4b_nvfp4_comfyui.safetensors` - `toriigate_0.5_qwen35_4b_nvfp4_calibrated_comfyui.safetensors` Place the file in: `ComfyUI/models/text_encoders/` Then use ComfyUI `CLIPLoader + TextGenerate`. ## Important Fix `model.visual.pos_embed.weight` is intentionally kept full precision. It is an Embedding table, not a Linear weight. ComfyUI expects it as `[2304, 1024]`. Packing it as NVFP4 would turn it into `[2304, 512]` and break loading. ## Build Quantized layers: 347 Copied tensors: 377 Base output size: 3.570 GiB Calibrated output size: 3.570 GiB Activation input scales added: 347 GPU: NVIDIA RTX PRO 6000 Blackwell Server Edition Torch: 2.12.0+cu130 CUDA: 13.0

Note16 juil.huggingface.co/Moeblack/ToriiGate-0.5-ComfyUI-NVFP4

Source context: 0 downloads · 0 likes · Repo Moeblack/ToriiGate-0.5-ComfyUI-NVFP4