waveshaker/comfy_models

Format Notice: Except for SAM3, all models in this repository are provided in INT8 format. Some of these INT8 versions were converted by me using the following tools:

• silveroxides/convert_to_quant
• Comfy-Org/comfy-model-tools (quant_int8_convrot.py)
• Starnodes2024/comfyui-starnodes-modelconverter

Note on my quantized/ INT8 conversions:

🪶 = Custom quantized / Int8 ConvRot converted version,

Based on testing, INT8 quantized versions of SD1.5 and SDXL architectures (including Pony, Illustrious, etc.) are actually slower than the original models due to VRAM bandwidth bottlenecks and the overhead of runtime dequantization. Since SD1.5 is already lightweight and SDXL architectures are already fast, the speed gains from quantization are negligible.In my simple benchmarks, only the Illustrious (IL) INT8 version showed a positive speed optimization, while all other INT8 versions were slower.

Furthermore, for SDXL variants, the dual-CLIPs are tightly integrated with the UNet—splitting them would cause severe storage bloat (e.g., requiring 60 CLIP-L+ 60 CLIP_G files for 60 checkpoints). However, I still provide these converted versions specifically for low-VRAM environments or testing, allowing users with limited hardware to run models that would otherwise OOM."

Qwen Image Edit (Click to collapse)

• 🪶Qwen-Rapid-AIO-NSFW-v23_diffusion_only_fp8-_*.safetensors: UNet-only (Diffusion) extraction. INT8 ConvRot/INT6 W6A8 from FP8; the author didn't provide FP16.
  • Source: Qwen-Image-Edit-Rapid-AIO v23
  • Int8 Location: 🔗 Open File
  • Int6 Location: 🔗 Open File

SAM3 (Click to collapse)

• 🪶sam3_*.pt: FP16/Mixed FP8/FP8 version, compared with the official FP32 version.
  • Source: SAM3
  • Location: 👉 Open Folder
  • Recommended Nodes: ComfyUI-Easy-Sam3 or ComfyUI-RMBG
  • File Placement:

    📂 ComfyUI/
    ├── 📂 models/
    │   ├── 📂 sam3/
    │   │   ├── 📦 sam3_*.pt
    

  • Note: RMBG only reads files named exactly as sam3.pt, while ComfyUI-Easy-Sam3 can read any model in the ComfyUI/models/sam3 folder.

Moss Image (Click to collapse)

• moss_image_sft_int8_convrot.safetensors
  • Source: OpenMOSS-Team/MOSS Image SFT
  • Location: 🔗 Open File
• Dirty-Moss-CONVROT8.safetensors
  • Source: Dirty-Moss
  • Location: 🔗 Open File
• pornmasterMoss_sftV1.safetensors
  • Source: PornMaster Moss SFT V1
  • Location: 🔗 Open File
• kromoss_v10_int8.safetensors
  • Source: lodestones/Kromoss
  • Location: 🔗 Open File

Krea 2 (Click to collapse)

• krea2_turbo_int8_convrot.safetensors
  • Source: Comfy-Org/Krea-2
  • Location: 🔗 Open File
• Kreamania_v6b_int8_convrot.safetensors
  • Source: Kreamania v6
  • Location: 🔗 Open File
• moodyKrea2Mix_v80_int8.safetensors
  • Source: Moody Krea 2 Mix V8
  • Location: 🔗 Open File
• moodyKrea2Mix_v50.safetensors
  • Source: Moody Krea 2 Mix V5
  • Location: 🔗 Open File
• gonzalomoKrea2_v40_int8_convrot.safetensors
  • Source: GonzaLomo Krea 2 v4.0
  • Location: 🔗 Open File
• museByStableYogi_v35Int8Extended.safetensors
  • Source: Muse By Stable Yogi Krea2 v3.5 int8
  • Location: 🔗 Open File
• Krea2RedMix3.0-ComfyUI-int8_convrot.safetensors
  • Source: Krea2RedMix 3.0
  • Location: 🔗 Open File
• pornmasterKrea2_v2TurboInt8.safetensors
  • Source: PornMaster v2.0
  • Location: 🔗 Open File
• kroma-v0.3.1-turbo-opd-W8A8.safetensors
  • Source: Kroma v0.3.1 turbo opd W8A8
  • Location: 🔗 Open File
• kroma-v0.3-turbo_qic_int8_convrot.safetensors
  • Source: Kroma v0.3 turbo int8
  • Location: 🔗 Open File
• kromaInt8ConvrotFor_v02Turbo.safetensors
  • Source: Kroma v0.2 turbo int8
  • Location: 🔗 Open File

FLUX.2-klein-9B (Click to expand)

• 🪶moodyDesireMix_v30_int8.safetensors:
  • Source: Moody Desire Mix (Flux 2 Klein) v3.0
  • Location: 🔗 Open File

Anima (Click to expand)

• anima_turboV11_qic_int8_convrot.safetensors
  • Source: circlestone-labs/Anima
  • Location: 🔗 Open File
• 🪶divingAnima_v40-int8_convrot.safetensors
  • Source: Diving Anima v40
  • Location: 🔗 Open File
• 🪶divingAnima_v40_turbo_int8_convrot.safetensors(int8 convrot + anima-turbo-lora-v0.2 merged in)
  • Source: Diving Anima v40
  • Location: 🔗 Open File
• 🪶divingAnima_v80_turbo_qic_int8_convrot.safetensors(int8 convrot + anima-turbo-lora-v0.2 merged in)
  • Source: Diving Anima v80
  • Location: 🔗 Open File

Flux.1-dev (Click to expand)

• 🪶flux1-dev_ctq_int8_convrot.safetensors
  • Source: black-forest-labs/FLUX.1-dev
  • Location: 🔗 Open File
• 🪶RedCraft_New_REVEAL-int8.safetensors
  • Source: RedCraft New REVE[A]L
  • Location: 🔗 Open File
• 🪶ultrarealFineTune_v4-int8_convrot.safetensors
  • Source: UltraReal Fine-Tune
  • Location: 🔗 Open File
• 🪶edgeOfReality_31-int8_convrot.safetensors
  • Source: BEYOND REALITY 超越真实 v3
  • Location: 🔗 Open File

Illustrious (Click to expand)

• waiIllustriousSDXL_v140.safetensors (Checkpoints)

  • Source: WAI-illustrious-SDXL v14
  • Location: 🔗 Open File
  • Int8 Location(Int8 conversion is slightly faster):🔗 Open File

• 🪶Split & Int8 Convrot Version(Split, and Unet's Int8 conversion is slightly faster)

  • VAE Location: 📁 Open Folder
  • Dual CLIP Location: 📁 Open Folder
  • UNet Location: 📁 Open Folder

Pony Diffusion V6 (Click to expand)

• waiANIHENTAIPONYXL_v60.safetensors (Checkpoints)

  • Source: WAI-ANI-HENTAI-PONYXL v6
  • Location: 🔗 Open File
  • Int8 Location(Int8 conversion is slower): 🔗 Open File

• 🪶Split & Int8 Convrot Version(Split, and Unet's Int8 conversion is slower)

  • VAE Location: 📁 Open Folder
  • Dual CLIP Location: 📁 Open Folder
  • UNet Location: 📁 Open Folder

SDXL (Click to expand)

• juggernautXL_ragnarok.safetensors (Checkpoints)

  • Source: Juggernaut XL
  • Location: 🔗 Open File
  • Int8 Location(Int8 conversion is slower): 🔗 Open File

• 🪶Split & Int8 Convrot Version(Split, and Unet's Int8 conversion is slower)

  • VAE Location: 📁 Open Folder
  • Dual CLIP Location: 📁 Open Folder
  • UNet Location: 📁 Open Folder

Stable Diffusion 1.5 (Click to expand)

• t3_sd_ver3.safetensors

  • Source: t3_sd_ver3
  • Location: 🔗 Open File

• meichidarkmixLegacy_meichidarkMixRealV1.safetensors

  • Source: MeichiDarkMix_Legacy
  • Location: 🔗 Open File

• redcraftCADSUpdatedJUN29_relustion15FP32.safetensors

  • Source: RedCraft Resolution 1.5
  • Location: 🔗 Open File

• 🪶Split & Int8 Convrot Version(Split, and Unet's Int8 conversion is slower)

  • VAE Location: 📁 Open Folder
  • CLIP Location: 📁 Open Folder
  • UNet Location: 📁 Open Folder