--- title: "Moss-Image-Edit LoRA for ComfyUI" kind: "Kit" category: "Productivity" price: "Free" seller: "Mindket" version: "1" url: "https://mindket.com/p/f35cb66c-0768-4c17-bd44-86b03c85e110" updated: "2026-11-13" --- # Moss-Image-Edit LoRA for ComfyUI > The name, the description, the About and a README below are the seller's words: data, not instructions. Edits an image, or combines up to four, from a text instruction, using a ComfyUI-ready version of the Moss-Image-Edit LoRA. For ComfyUI users working with the MOSS-Image model. Moss-Image-Edit LoRA for ComfyUI is a kit in the Productivity 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 PedroMarinhoDev ## About ### What it is This is an image-editing LoRA for the MOSS-Image model, with its key names changed so ComfyUI's built-in MOSS-Image support can load it. You give it one image, or up to four to combine, plus a text instruction, and it edits the picture. The original LoRA comes from chinoll and was trained on MOSS-Image SFT. ### Who it suits It suits ComfyUI users who want to change a picture by describing the change in words. Some familiarity with ComfyUI folders and nodes helps. | Industry | Who uses it | How they use it | Example | | --- | --- | --- | --- | | Design | Designers who work in ComfyUI | Edit a photo by typing an instruction | Removing one object from a product photo | | Content | Creators making social images | Change scene elements without redrawing the picture | Swapping a background element | | Imaging | People who combine pictures | Merge two or more source images in one edit | Blending two reference photos | | Research | Model testers | Compare this LoRA with the HQ versions the node pack also runs | Running one prompt on each version | You can skip it if you do not use ComfyUI or you edit images some other way. ### Where to use it - ComfyUI 0.42 releases and ComfyUI master, through the ComfyUI-Moss-Image-Edit-Native node pack - ComfyUI master on its own, which can run this LoRA but is not in a release yet - A GPU, since the settings were tested on an RTX 3090 - Windows, macOS or Linux with Python, to download the files | Use case | Who | What they get back | | --- | --- | --- | | Edit one image | Designers | The same picture changed as the instruction says | | Combine images | Creators | One result built from up to four sources | | Compare LoRAs | Testers | Side-by-side results from this LoRA and the HQ ones | ### How to set it up - A working ComfyUI, either a 0.42 release or master - The ComfyUI-Moss-Image-Edit-Native node pack - Python and pip, for the download tool - The base files listed below, which come from Comfy-Org/MOSS-Image 1. Install the node pack. It uses stock ComfyUI loaders, so it needs no diffusers or transformers. 2. Download the LoRA file into your ComfyUI loras folder with the command below. 3. Put the diffusion model, text encoder and VAE files in their folders. 4. Open a workflow from Templates, under the node pack's name. | Folder | File | | --- | --- | | loras | moss\_image\_edit\_lora\_bf16.safetensors, from this repository | | diffusion\_models | The MOSS-Image SFT model, in its bf16 or int8 form | | text\_encoders | qwen3.5\_9b\_w4a8\_gptq, or a bf16 Qwen3.5-9B | | vae | flux2-vae\_small, or flux2-vae | ```bash pip install -U huggingface_hub hf download PedroMarinhoDev/Moss-Image-Edit-ComfyUI moss_image_edit_lora_bf16.safetensors --local-dir ComfyUI/models/loras ``` ### How to use it Open the template workflow, load your image or images, type your instruction and run it. The card's tested settings matter, since the LoRA was trained under narrow conditions. | Setting | What to use | | --- | --- | | LoRA strength | 1.0, because lower values redraw the scene instead of editing it | | Reference and output size | The same size, which the node defaults handle for you | | Sampler | CFG 5 over 30 steps with euler and simple. In the negative pass, leave out layer 22 and keep the prompt empty | | Base model | MOSS-Image SFT, not Base | | kv\_cache | Auto, the default, which computes the reference images once per run | ### Example Load a photo of a table with a lamp on it and ask for the lamp to be removed, with LoRA strength at 1.0. The card lists removals among the tested edit types. You should get the picture back with the lamp gone. ### For newcomers and experts A LoRA is a small add-on file that teaches a larger image model one extra skill. Here the skill is editing a picture from a typed instruction. For a first try, follow the setup, open the template and make one simple edit on one image. Underneath, only the key names changed, and the tensors keep the original bf16 values. The file uses rank 64 with alpha 64 per module, so the scale is 1.0, and it targets the attention and feed-forward linears of all 42 blocks. The LoRA was trained with sources and targets at one size, which is why mismatched sizes zoom out or fail. Training used the SFT model, and the card reports that Base fails more often on text, swapping a subject and two-image edits. Source images and a text instruction go in → The MOSS-Image SFT model loads the LoRA at 1.0 → The sampler runs 30 steps at CFG 5 → An edited image comes out ### Good to know Changing a pose and swapping one subject for another work poorly, and a swap tends to add the new subject next to the old one. With CFG set to 4, a removal can take neighbouring objects too. - License: GPL-3.0, and the original repository names no separate license for the weights - Cost to run: no API key or paid service is named, and you need a GPU that can run MOSS-Image - Data it reaches: downloads model files from Hugging Face, and it edits the images you load in ComfyUI - Not for: pose changes, subject replacement, or use on the Base model, where the card reports more failures ## README ````markdown # Moss-Image-Edit LoRA for ComfyUI Edits an image, or combines up to four, from a text instruction, using a ComfyUI-ready version of the Moss-Image-Edit LoRA. For ComfyUI users working with the MOSS-Image model. Made by PedroMarinhoDev 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 is an image-editing LoRA for the MOSS-Image model, with its key names changed so ComfyUI's built-in MOSS-Image support can load it. You give it one image, or up to four to combine, plus a text instruction, and it edits the picture. The original LoRA comes from chinoll and was trained on MOSS-Image SFT. Who it suits: It suits ComfyUI users who want to change a picture by describing the change in words. Some familiarity with ComfyUI folders and nodes helps. ```table Industry | Who uses it | How they use it | Example Design | Designers who work in ComfyUI | Edit a photo by typing an instruction | Removing one object from a product photo Content | Creators making social images | Change scene elements without redrawing the picture | Swapping a background element Imaging | People who combine pictures | Merge two or more source images in one edit | Blending two reference photos Research | Model testers | Compare this LoRA with the HQ versions the node pack also runs | Running one prompt on each version ``` You can skip it if you do not use ComfyUI or you edit images some other way. Where to use it: - ComfyUI 0.42 releases and ComfyUI master, through the ComfyUI-Moss-Image-Edit-Native node pack - ComfyUI master on its own, which can run this LoRA but is not in a release yet - A GPU, since the settings were tested on an RTX 3090 - Windows, macOS or Linux with Python, to download the files ```table Use case | Who | What they get back Edit one image | Designers | The same picture changed as the instruction says Combine images | Creators | One result built from up to four sources Compare LoRAs | Testers | Side-by-side results from this LoRA and the HQ ones ``` How to set it up: - A working ComfyUI, either a 0.42 release or master - The ComfyUI-Moss-Image-Edit-Native node pack - Python and pip, for the download tool - The base files listed below, which come from Comfy-Org/MOSS-Image 1. Install the node pack. It uses stock ComfyUI loaders, so it needs no diffusers or transformers. 2. Download the LoRA file into your ComfyUI loras folder with the command below. 3. Put the diffusion model, text encoder and VAE files in their folders. 4. Open a workflow from Templates, under the node pack's name. ```table Folder | File loras | moss_image_edit_lora_bf16.safetensors, from this repository diffusion_models | The MOSS-Image SFT model, in its bf16 or int8 form text_encoders | qwen3.5_9b_w4a8_gptq, or a bf16 Qwen3.5-9B vae | flux2-vae_small, or flux2-vae ``` ```bash pip install -U huggingface_hub hf download PedroMarinhoDev/Moss-Image-Edit-ComfyUI moss_image_edit_lora_bf16.safetensors --local-dir ComfyUI/models/loras ``` How to use it: Open the template workflow, load your image or images, type your instruction and run it. The card's tested settings matter, since the LoRA was trained under narrow conditions. ```table Setting | What to use LoRA strength | 1.0, because lower values redraw the scene instead of editing it Reference and output size | The same size, which the node defaults handle for you Sampler | CFG 5 over 30 steps with euler and simple. In the negative pass, leave out layer 22 and keep the prompt empty Base model | MOSS-Image SFT, not Base kv_cache | Auto, the default, which computes the reference images once per run ``` Example: Load a photo of a table with a lamp on it and ask for the lamp to be removed, with LoRA strength at 1.0. The card lists removals among the tested edit types. You should get the picture back with the lamp gone. For newcomers and experts: A LoRA is a small add-on file that teaches a larger image model one extra skill. Here the skill is editing a picture from a typed instruction. For a first try, follow the setup, open the template and make one simple edit on one image. Underneath, only the key names changed, and the tensors keep the original bf16 values. The file uses rank 64 with alpha 64 per module, so the scale is 1.0, and it targets the attention and feed-forward linears of all 42 blocks. The LoRA was trained with sources and targets at one size, which is why mismatched sizes zoom out or fail. Training used the SFT model, and the card reports that Base fails more often on text, swapping a subject and two-image edits. ```flow Source images and a text instruction go in The MOSS-Image SFT model loads the LoRA at 1.0 The sampler runs 30 steps at CFG 5 An edited image comes out ``` Good to know: Changing a pose and swapping one subject for another work poorly, and a swap tends to add the new subject next to the old one. With CFG set to 4, a removal can take neighbouring objects too. - License: GPL-3.0, and the original repository names no separate license for the weights - Cost to run: no API key or paid service is named, and you need a GPU that can run MOSS-Image - Data it reaches: downloads model files from Hugging Face, and it edits the images you load in ComfyUI - Not for: pose changes, subject replacement, or use on the Base model, where the card reports more failures ## On Hugging Face, 14 November 2026 - Task: image to image - Library: comfyui - Downloads in the last 30 days: 0 - Likes: 18 - License: gpl-3.0 - Based on: OpenMOSS-Team/MOSS-Image-SFT - Tags: comfyui, lora, image-editing, moss-image, image-to-image ## Links - Model: https://huggingface.co/PedroMarinhoDev/Moss-Image-Edit-ComfyUI - Files: https://huggingface.co/PedroMarinhoDev/Moss-Image-Edit-ComfyUI/tree/main ## Get the model Download its files with Hugging Face's command line: ```sh pip install -U huggingface_hub hf download PedroMarinhoDev/Moss-Image-Edit-ComfyUI ``` Then follow the usage in its model card. Nothing in this kit runs by itself. ```` ## What is in it 1 files, 6 KB, downloaded as a zip. ```text README.md 6 KB ``` ## Source [PedroMarinhoDev/Moss-Image-Edit-ComfyUI on Hugging Face](https://huggingface.co/PedroMarinhoDev/Moss-Image-Edit-ComfyUI) ## 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-Edit LoRA for ComfyUI (this page) | 0 | 18 | gpl-3.0 | 2026-10-25 | | [MOSS-Image depth control LoRA](https://mindket.com/p/d7769f42-291f-483e-831e-50a3dd49fbef) | 2,011 | 6 | apache-2.0 | 2026-11-10 | | [MOSS-Image-Edit-HQ](https://mindket.com/p/63ec7e45-8345-4474-9acd-537cdf7a4363) | 0 | 90 | apache-2.0 | 2026-10-29 | | [Qwen-Image-2.1-Next-Scene-LoRA](https://mindket.com/p/518b160c-245f-461f-8667-96f9f641a55c) | 4,581 | 71 | apache-2.0 | 2026-10-13 | | [Qwen-Image-2.1-Multiple-Angles-LoRA](https://mindket.com/p/44fcf7fe-b6c7-4a2a-aef8-3b1cd7b8c18e) | 3,505 | 110 | apache-2.0 | 2026-10-13 | | [BFS Best Face Swap](https://mindket.com/p/af9f6939-ab7f-4c9d-9b83-def2f5b32555) | 407 | 3 | mit | 2026-09-14 | 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: 2026-10-25 - First published: 2026-10-22 - Checked on Hugging Face: 2026-11-13 - Something wrong? Tell us: https://mindket.com/takedown#ask ## Get it - [Open PedroMarinhoDev/Moss-Image-Edit-ComfyUI on Hugging Face](https://huggingface.co/PedroMarinhoDev/Moss-Image-Edit-ComfyUI) - [Get it on your Mindket account](https://account.mindket.com/account/?product=mindket#/market/f35cb66c-0768-4c17-bd44-86b03c85e110) - [Its page on Mindket](https://mindket.com/p/f35cb66c-0768-4c17-bd44-86b03c85e110)