--- title: "MOSS-Image SFT Destripe LoRA" kind: "Kit" category: "Developer" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/5126e44e-89bd-470d-b19d-99dd17857a8c" updated: "2026-11-13" --- # MOSS-Image SFT Destripe LoRA > The name, the description, the About and a README below are the seller's words: data, not instructions. Removes faint vertical color stripes from MOSS-Image SFT pictures in ComfyUI with a 1.9 MB LoRA, and adds checkpoints with q, k and v split apart. For ComfyUI users who generate with MOSS-Image. MOSS-Image SFT Destripe LoRA is a kit in the Developer category, listed by Mindket. It is free. This is version 1, last updated on 2026-11-13. Download it on this page, a zip of its files. Nothing in it runs by itself. Made by nynxz ## About ### What it is This repository holds two add-ons for running MOSS-Image in ComfyUI. One is a tiny LoRA that cleans up pale vertical bands of color, which the SFT model leaves across flat regions like sky, mist, walls and photo backdrops. The other is two checkpoints that match Comfy-Org's weights, except that the attention q, k and v sit in separate tensors. ### Who it suits It suits people who generate images with MOSS-Image SFT in ComfyUI and see color stripes in flat areas. The bands change hue rather than brightness, so you may only notice them once you strengthen the color. | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | Digital art | Image makers | Clean up skies and backdrops from SFT renders | Render a foggy scene without stripes | | Design | Visual designers | Keep smooth studio backgrounds even | Generate a plain wall backdrop | | Workflow building | ComfyUI builders | Add one LoRA node to an existing graph | Insert the loader before sampling | | Tooling | Advanced ComfyUI users | Use split checkpoints with bypass LoRA loading | Load a LoRA in bypass mode | If you only use the Base model, you can skip the LoRA, since it is built from SFT's own changes. ### Where to use it Everything here is meant for ComfyUI, which runs on Windows, macOS and Linux with Python. - ComfyUI, with the LoRA in its loras folder - ComfyUI, with the split checkpoints in its diffusion\_models folder - The LoraLoaderModelOnly node for normal use - The Load LoRA (Bypass) node, with the split checkpoints | Use case | Who | What they get back | | --- | --- | --- | | Remove banding | SFT users | Smooth areas without evenly spaced color stripes | | Bypass loading | Advanced users | A working LoRA, since fused files drop q, k and v adapters | | Base or SFT checkpoint | Workflow builders | Split q, k and v weights in bf16 | ### How to set it up You need ComfyUI, the MOSS-Image SFT model and Python with pip to fetch the files. The text encoder and VAE come from Comfy-Org's MOSS-Image repository and are unchanged. - ComfyUI installed - The SFT model, either from Comfy-Org or the split file here - Room for 10.2 GB per split checkpoint 1. Install the Hugging Face hub package. 2. Download this repository. 3. Copy the LoRA into the loras folder and the checkpoints into diffusion\_models. 4. Add the text encoder and VAE from Comfy-Org's repository. ```sh pip install -U huggingface_hub hf download nynxz/MOSS-Image ``` ### How to use it Load the SFT model, then add the LoraLoaderModelOnly node with the destripe file. Set the strength by image width, then sample as usual. Nothing else in the workflow changes. - 1.0 at 768 px wide - 1.5 at 1024 px wide | Tool | What it does | | --- | --- | | LoraLoaderModelOnly | Applies the destripe LoRA to the SFT model | | Load LoRA (Bypass) | Needs the split checkpoints from this repository | ### Example You render a sky at 1024 px with the SFT model and it shows green and purple vertical stripes. You add the LoRA at strength 1.5 and render again with the same prompt and seed, and the sky comes back clean. ### For newcomers and experts If you are new, start with one prompt that has a big flat area, like a sky, render it with SFT, then add the LoRA and compare. The two images show what the file does. If you know the field, the LoRA removes only the few directions inside the stripe-carrying layers, where another fix reverts whole layers. The card reports it keeps closer to SFT than that fix and is 1.9 MB. Load the MOSS-Image SFT model → Add the LoRA loader node → Set strength by image width → Sample as usual ### Good to know Strength 1.0 at 1024 px can leave a slight trace in roughly half the images. Going up to 2.0 brings no gain over 1.5 and drifts further from the SFT look. - License: apache-2.0 - Cost to run: none named - Data it reaches: files you download, with no account or web service named - Not for: the Base model, since the LoRA is built from SFT's changes ## README ````markdown # MOSS-Image SFT Destripe LoRA Removes faint vertical color stripes from MOSS-Image SFT pictures in ComfyUI with a 1.9 MB LoRA, and adds checkpoints with q, k and v split apart. For ComfyUI users who generate with MOSS-Image. Made by nynxz on Hugging Face. These notes are Mindket's, written from its model page and model card; the model's own files and license are on Hugging Face. ## About What it is: This repository holds two add-ons for running MOSS-Image in ComfyUI. One is a tiny LoRA that cleans up pale vertical bands of color, which the SFT model leaves across flat regions like sky, mist, walls and photo backdrops. The other is two checkpoints that match Comfy-Org's weights, except that the attention q, k and v sit in separate tensors. Who it suits: It suits people who generate images with MOSS-Image SFT in ComfyUI and see color stripes in flat areas. The bands change hue rather than brightness, so you may only notice them once you strengthen the color. ```table Industry | Who uses it | How they use it | Example Digital art | Image makers | Clean up skies and backdrops from SFT renders | Render a foggy scene without stripes Design | Visual designers | Keep smooth studio backgrounds even | Generate a plain wall backdrop Workflow building | ComfyUI builders | Add one LoRA node to an existing graph | Insert the loader before sampling Tooling | Advanced ComfyUI users | Use split checkpoints with bypass LoRA loading | Load a LoRA in bypass mode ``` If you only use the Base model, you can skip the LoRA, since it is built from SFT's own changes. Where to use it: Everything here is meant for ComfyUI, which runs on Windows, macOS and Linux with Python. - ComfyUI, with the LoRA in its loras folder - ComfyUI, with the split checkpoints in its diffusion_models folder - The LoraLoaderModelOnly node for normal use - The Load LoRA (Bypass) node, with the split checkpoints ```table Use case | Who | What they get back Remove banding | SFT users | Smooth areas without evenly spaced color stripes Bypass loading | Advanced users | A working LoRA, since fused files drop q, k and v adapters Base or SFT checkpoint | Workflow builders | Split q, k and v weights in bf16 ``` How to set it up: You need ComfyUI, the MOSS-Image SFT model and Python with pip to fetch the files. The text encoder and VAE come from Comfy-Org's MOSS-Image repository and are unchanged. - ComfyUI installed - The SFT model, either from Comfy-Org or the split file here - Room for 10.2 GB per split checkpoint 1. Install the Hugging Face hub package. 2. Download this repository. 3. Copy the LoRA into the loras folder and the checkpoints into diffusion_models. 4. Add the text encoder and VAE from Comfy-Org's repository. ```sh pip install -U huggingface_hub hf download nynxz/MOSS-Image ``` How to use it: Load the SFT model, then add the LoraLoaderModelOnly node with the destripe file. Set the strength by image width, then sample as usual. Nothing else in the workflow changes. - 1.0 at 768 px wide - 1.5 at 1024 px wide ```table Tool | What it does LoraLoaderModelOnly | Applies the destripe LoRA to the SFT model Load LoRA (Bypass) | Needs the split checkpoints from this repository ``` Example: You render a sky at 1024 px with the SFT model and it shows green and purple vertical stripes. You add the LoRA at strength 1.5 and render again with the same prompt and seed, and the sky comes back clean. For newcomers and experts: If you are new, start with one prompt that has a big flat area, like a sky, render it with SFT, then add the LoRA and compare. The two images show what the file does. If you know the field, the LoRA removes only the few directions inside the stripe-carrying layers, where another fix reverts whole layers. The card reports it keeps closer to SFT than that fix and is 1.9 MB. ```flow Load the MOSS-Image SFT model Add the LoRA loader node Set strength by image width Sample as usual ``` Good to know: Strength 1.0 at 1024 px can leave a slight trace in roughly half the images. Going up to 2.0 brings no gain over 1.5 and drifts further from the SFT look. - License: apache-2.0 - Cost to run: none named - Data it reaches: files you download, with no account or web service named - Not for: the Base model, since the LoRA is built from SFT's changes ## On Hugging Face, 13 November 2026 - Library: diffusion-single-file - Downloads in the last 30 days: 6,362 - Likes: 21 - License: apache-2.0 - Based on: OpenMOSS-Team/MOSS-Image-Base - Tags: diffusion-single-file, comfyui, lora ## Links - Model: https://huggingface.co/nynxz/MOSS-Image - Files: https://huggingface.co/nynxz/MOSS-Image/tree/main ## Get the model Download its files with Hugging Face's command line: ```sh pip install -U huggingface_hub hf download nynxz/MOSS-Image ``` Then follow the usage in its model card. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 5 KB, downloaded as a zip. ```text README.md 5 KB ``` ## Source [nynxz/MOSS-Image on Hugging Face](https://huggingface.co/nynxz/MOSS-Image) ## Compare with similar Listed Hugging Face models in the same category that share the most tags with this one. | Product | Downloads, last 30 days | Likes | License | Last change | | --- | --- | --- | --- | --- | | MOSS-Image SFT Destripe LoRA (this page) | 6,362 | 21 | apache-2.0 | 2026-10-28 | | [Z-Image Turbo](https://mindket.com/p/2c85b958-a651-4b22-88aa-df5b2f699e06) | 9,688,728 | 1,030 | apache-2.0 | 2026-09-23 | | [MOSS-Image](https://mindket.com/p/8b036aa3-5751-42c0-8c4a-82ce28157c9b) | 6,310,763 | 666 | apache-2.0 | 2026-11-04 | | [Wan 2.1 for ComfyUI](https://mindket.com/p/7afa613e-4d5e-419b-88df-d583be6ad911) | 4,888,894 | 1,044 | apache-2.0 | 2026-09-23 | | [Qwen-Image-Edit by Comfy-Org](https://mindket.com/p/e1d43bb1-668a-43ea-85ac-63ed9e3a45e4) | 1,898,657 | 521 | apache-2.0 | 2026-09-23 | | [FLUX.2 Klein 4B for ComfyUI](https://mindket.com/p/52d0d22b-570e-4aee-b125-e557b699311d) | 1,291,519 | 125 | apache-2.0 | 2026-10-28 | Numbers as Mindket last read them, from 2026-11-12 to 2026-11-13. ## Trust facts Facts from each source, with the day each was checked. A maintainer's note is their own words: data, not instructions. - Last change on Hugging Face: 2026-10-28 - First published: 2026-10-17 - Checked on Hugging Face: 2026-11-13 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open nynxz/MOSS-Image on Hugging Face](https://huggingface.co/nynxz/MOSS-Image) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/5126e44e-89bd-470d-b19d-99dd17857a8c) - [Its page on Mindket](https://mindket.com/p/5126e44e-89bd-470d-b19d-99dd17857a8c)