CivArchive
    Nomos8kHAT-L_otf - v2.0
    NSFW
    Preview 17157686

    Note: This upscaler is not mine

    Credit to Helaman

    Originally uploaded at: https://openmodeldb.info/models/4x-Nomos8kHAT-L-otf

    About version 2.0

    Everything is the same is with the first upload, but converted to .safetensors. I had issues getting Forge and Automatic1111 to load the .safetensors version of the upscaler but it works like a charm in ComfyUI.

    General info

    Hybrid Attention Transformer (HAT) combines channel attention and self-attention schemes and makes use of their complementary advantages. To enhance the interaction between neighboring window features, an overlapping cross-attention module is employed in HAT. Read more

    Where does it go?

    To use this (and other HAT upscalers) with Automatic1111 and Forge follow these steps.

    • Create a folder in in \webui\models\ and name it HAT

    • Download the file either here or from the source

    • Place the file in \webui\models\HAT\

    • Restart your webui

    Note: If you have issues getting the model to work, change the file name from .pt to .pth

    Description

    The model and everything is the same as previous upload, but converted to .safetensors

    Note: I had issues getting Forge/Automatic1111 to load the upscaler, but it works like a charm in ComfyUI

    FAQ

    Comments (7)

    j8080935Nov 24, 2024
    CivitAI

    what's the difference with "4xNomos8kSCHAT-L"

    Creepybit
    Author
    Nov 24, 2024

    I have no idea. You would have to ask the creator of the models.

    sandboJun 17, 2025· 1 reaction
    CivitAI

    It maybe a bit slow, but it is an excellent upscaler. It retains color, texture of images really well.

    Creepybit
    Author
    Jun 17, 2025

    It's one of the best ones I have tried :)

    u8031542027Sep 16, 2025· 1 reaction
    CivitAI

    good one

    realdundertonOct 7, 2025· 1 reaction
    CivitAI

    Can I use with ComfyUI?

    Creepybit
    Author
    Oct 9, 2025

    Yes, just put it in the upscaler folder and load with any "Load upscaler" node.

    Upscaler
    Upscaler

    Details

    Downloads
    9,009
    Platform
    CivitAI
    Platform Status
    Available
    Created
    6/25/2024
    Updated
    5/12/2026
    Deleted
    -

    Files