From 838a32ac8b9754c3ecd7f51115cd5776b15337eb Mon Sep 17 00:00:00 2001 From: Morpheus Date: Sat, 8 Aug 2026 20:52:43 +0000 Subject: [PATCH] Add FLUX.2-klein image edit workflows --- models/flux2klein/README.md | 9 + .../flux2klein/image-edit-4b-base/README.md | 46 + .../image-edit-4b-base/workflow.json | 3755 +++++++++++++++ .../image-edit-4b-distilled/README.md | 48 + .../image-edit-4b-distilled/workflow.json | 4195 +++++++++++++++++ .../flux2klein/image-edit-9b-base/README.md | 45 + .../image-edit-9b-base/workflow.json | 3754 +++++++++++++++ .../image-edit-9b-distilled/README.md | 45 + .../image-edit-9b-distilled/workflow.json | 3853 +++++++++++++++ 9 files changed, 15750 insertions(+) create mode 100644 models/flux2klein/image-edit-4b-base/README.md create mode 100644 models/flux2klein/image-edit-4b-base/workflow.json create mode 100644 models/flux2klein/image-edit-4b-distilled/README.md create mode 100644 models/flux2klein/image-edit-4b-distilled/workflow.json create mode 100644 models/flux2klein/image-edit-9b-base/README.md create mode 100644 models/flux2klein/image-edit-9b-base/workflow.json create mode 100644 models/flux2klein/image-edit-9b-distilled/README.md create mode 100644 models/flux2klein/image-edit-9b-distilled/workflow.json diff --git a/models/flux2klein/README.md b/models/flux2klein/README.md index ec381ef..6d765a5 100644 --- a/models/flux2klein/README.md +++ b/models/flux2klein/README.md @@ -12,3 +12,12 @@ Recommended subcategories to watch for: - LoRA showcase packs that include a practical workflow Store each workflow in its own subfolder. + +## Current note + +The strongest trustworthy starting point right now is the official Comfy workflow template set from the `docs.comfy.org` `FLUX.2-klein` guide, especially the image-edit templates. + +For outpainting specifically: + +- start with `image-edit-4b-distilled/` if you want the lightest and fastest first try +- move to `image-edit-9b-base/` or `image-edit-9b-distilled/` if quality is strong enough to justify the heavier setup diff --git a/models/flux2klein/image-edit-4b-base/README.md b/models/flux2klein/image-edit-4b-base/README.md new file mode 100644 index 0000000..76b6bb5 --- /dev/null +++ b/models/flux2klein/image-edit-4b-base/README.md @@ -0,0 +1,46 @@ +# FLUX.2-klein Image Edit 4B Base + +## Summary + +Official `FLUX.2-klein` `4B base` image-edit workflow from the Comfy workflow templates. Good for general editing tasks when you want the more flexible base model rather than the faster distilled path. + +## Model Family + +- `flux2klein` + +## Status + +- `imported-only` + +## Source + +- Official guide: +- Workflow file: +- Original publisher: `Comfy-Org` +- Date imported: `2026-08-08` + +## Developer notes + +- This is one of the official workflow templates linked directly from the Comfy docs. +- The guide positions `FLUX.2-klein` as a unified text-and-edit model family for interactive editing, object changes, multi-reference work, and iterative edits. +- The workflow includes a documentation note listing the expected model filenames and storage locations. + +## Our notes + +- Best use: trustworthy baseline for `FLUX.2-klein` editing without betting on a random community graph. +- This is probably the safer "quality over speed" 4B edit starting point. +- It is not labeled outpainting explicitly, but it is the same family of edit workflow you would use as an outpainting base after expanding the canvas / source image setup in Comfy. + +## Required custom nodes + +- none beyond current official Comfy support for the `FLUX.2-klein` template nodes + +## Required model files + +- `models/diffusion_models/flux-2-klein-base-4b-fp8.safetensors` +- `models/text_encoders/qwen_3_4b.safetensors` +- `models/vae/full_encoder_small_decoder.safetensors` + +## Notes + +- If you mainly care about speed for outpainting experiments, use the `4B distilled` entry first instead. diff --git a/models/flux2klein/image-edit-4b-base/workflow.json b/models/flux2klein/image-edit-4b-base/workflow.json new file mode 100644 index 0000000..ccf7f16 --- /dev/null +++ b/models/flux2klein/image-edit-4b-base/workflow.json @@ -0,0 +1,3755 @@ +{ + "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e", + "revision": 0, + "last_node_id": 130, + "last_link_id": 216, + "nodes": [ + { + "id": 9, + "type": "SaveImage", + "pos": [ + 740, + 830 + ], + "size": [ + 419.984375, + 469.984375 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 154 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "Node name for S&R": "SaveImage", + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Flux2-Klein-4b-base" + ] + }, + { + "id": 76, + "type": "LoadImage", + "pos": [ + -80, + 830 + ], + "size": [ + 319.984375, + 469.984375 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 155, + 169 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "robed_women.png", + "image" + ] + }, + { + "id": 94, + "type": "SaveImage", + "pos": [ + 740, + 1470 + ], + "size": [ + 419.984375, + 479.984375 + ], + "flags": {}, + "order": 6, + "mode": 4, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 171 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "Node name for S&R": "SaveImage", + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Flux2-Klein-4b-base" + ] + }, + { + "id": 81, + "type": "LoadImage", + "pos": [ + -80, + 1440 + ], + "size": [ + 319.984375, + 479.984375 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 172 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "pink_tone_chair.png", + "image" + ] + }, + { + "id": 97, + "type": "MarkdownNote", + "pos": [ + -750, + 830 + ], + "size": [ + 609.984375, + 859.984375 + ], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links\n\n**diffusion_models**\n\n- [flux-2-klein-base-4b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-4b-fp8/resolve/main/flux-2-klein-base-4b-fp8.safetensors)\n\n**text_encoders**\n\n- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)\n\n**vae**\n\n- [full_encoder_small_decoder.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ diffusion_models/\nβ”‚ β”‚ └── flux-2-klein-base-4b-fp8.safetensors\nβ”‚ β”œβ”€β”€ πŸ“‚ text_encoders/\nβ”‚ β”‚ └── qwen_3_4b.safetensors\nβ”‚ └── πŸ“‚ vae/\nβ”‚ └── full_encoder_small_decoder.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 75, + "type": "7b34ab90-36f9-45ba-a665-71d418f0df18", + "pos": [ + 310, + 830 + ], + "size": [ + 399.984375, + 469.984375 + ], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [ + { + "label": "prompt", + "name": "text", + "type": "STRING", + "widget": { + "name": "text" + }, + "link": null + }, + { + "name": "image", + "type": "IMAGE", + "link": 155 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 154 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": { + "text": true + }, + "version": "7.7", + "input_ue_unconnectable": {} + }, + "proxyWidgetErrorQuarantine": [ + { + "originalEntry": [ + "73", + "control_after_generate" + ], + "reason": "missingSubgraphInput", + "attemptedAtVersion": 1 + } + ], + "previewExposures": [] + }, + "widgets_values": [ + "flux-2-klein-base-4b-fp8.safetensors", + "qwen_3_4b.safetensors", + "full_encoder_small_decoder.safetensors", + "Change the background to a cozy, softly lit interior space with warm beige tones, soft natural window light filtering through, and a relaxed, intimate atmosphere similar to the original image's mood. Keep the person in the exact same position, scale, and pose. Maintain identical camera angle, framing, and perspective. The lighting should be soft, even, and warm - not harsh or bright. Only replace the room environment, preserving all facial features, hairstyle, expression, clothing, and pose exactly as they are.", + 1111443136920027 + ] + }, + { + "id": 92, + "type": "65c22b29-59aa-496b-89c6-55a603658670", + "pos": [ + 320, + 1470 + ], + "size": [ + 379.984375, + 479.984375 + ], + "flags": {}, + "order": 4, + "mode": 4, + "inputs": [ + { + "label": "prompt", + "name": "text", + "type": "STRING", + "widget": { + "name": "text" + }, + "link": null + }, + { + "label": "reference_image1", + "name": "image", + "type": "IMAGE", + "link": 169 + }, + { + "label": "reference_image2", + "name": "image_1", + "type": "IMAGE", + "link": 172 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 171 + ] + } + ], + "title": "Image Edit (Flux.2 Klein 4B Distilled)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": { + "text": true + }, + "version": "7.7", + "input_ue_unconnectable": {} + }, + "proxyWidgetErrorQuarantine": [ + { + "originalEntry": [ + "105", + "control_after_generate" + ], + "reason": "missingSubgraphInput", + "attemptedAtVersion": 1 + } + ], + "previewExposures": [] + }, + "widgets_values": [ + "flux-2-klein-base-4b-fp8.safetensors", + "qwen_3_4b.safetensors", + "full_encoder_small_decoder.safetensors", + "A stylish young woman with dark skin wearing a plush deep emerald green bathrobe, light pink towel turban, and red heart-shaped sunglasses, seated on a light-colored rattan chair with soft pink cushions, positioned in front of a textured dusty rose pink wall with an arched alcove, large tropical plants with broad dark green leaves framing both sides, woven straw baskets on the floor, remove any existing shoes from the background, only the woman's beige woven sandals visible in the foreground, soft natural lighting casting gentle shadows, warm bohemian chic aesthetic, professional fashion photography", + 133932424540642 + ] + } + ], + "links": [ + [ + 154, + 75, + 0, + 9, + 0, + "IMAGE" + ], + [ + 155, + 76, + 0, + 75, + 1, + "IMAGE" + ], + [ + 169, + 76, + 0, + 92, + 1, + "IMAGE" + ], + [ + 171, + 92, + 0, + 94, + 0, + "IMAGE" + ], + [ + 172, + 81, + 0, + 92, + 2, + "IMAGE" + ] + ], + "groups": [ + { + "id": 3, + "title": "Multiple input example（Select all nodes then Ctrl-B to enable/disableοΌ‰", + "bounding": [ + 300, + 1370, + 900, + 670 + ], + "color": "#3f789e", + "flags": {} + } + ], + "definitions": { + "subgraphs": [ + { + "id": "7b34ab90-36f9-45ba-a665-71d418f0df18", + "version": 1, + "state": { + "lastGroupId": 7, + "lastNodeId": 130, + "lastLinkId": 216, + "lastRerouteId": 0 + }, + "revision": 0, + "config": {}, + "name": "Image Edit (Flux.2 Klein 4B)", + "inputNode": { + "id": -10, + "bounding": [ + -700, + 540, + 120, + 140 + ] + }, + "outputNode": { 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template set. This is the best outpainting starter in the repo right now for `FLUX.2-klein` because it is official, current, and light enough to iterate quickly. + +## Model Family + +- `flux2klein` + +## Status + +- `imported-only` + +## Source + +- Official guide: +- Workflow file: +- Original publisher: `Comfy-Org` +- Date imported: `2026-08-08` + +## Developer notes + +- This is the official fast distilled 4B image-edit template referenced by the Comfy docs. +- The docs describe `FLUX.2-klein` as supporting style transforms, semantic edits, object replacement/removal, multi-reference composition, and iterative edits. +- The `4B distilled` path is presented as the speed-first option. + +## Our notes + +- This is the one I would try first for outpainting. +- Reason: it is official, lower-risk, and should be much easier to iterate on than a heavier 9B setup. +- Even though the workflow is labeled image edit rather than outpainting, the same template is the most credible base for outpainting in `FLUX.2-klein` right now. +- If this works but feels too weak or too compressed, step up to `9B distilled` or `9B base`. + +## Required custom nodes + +- none beyond current official Comfy support for the `FLUX.2-klein` template nodes + +## Required model files + +- `models/diffusion_models/flux-2-klein-4b-fp8.safetensors` +- `models/text_encoders/qwen_3_4b.safetensors` +- `models/vae/full_encoder_small_decoder.safetensors` + +## Notes + +- Best current `FLUX.2-klein` outpainting starter in this repo. +- When you test it, we may want to update the model paths or filenames inside the JSON if your local Comfy setup uses different names. diff --git a/models/flux2klein/image-edit-4b-distilled/workflow.json b/models/flux2klein/image-edit-4b-distilled/workflow.json new file mode 100644 index 0000000..eda8c45 --- /dev/null +++ b/models/flux2klein/image-edit-4b-distilled/workflow.json @@ -0,0 +1,4195 @@ +{ + "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e", + "revision": 0, + "last_node_id": 123, + "last_link_id": 198, + "nodes": [ + { + "id": 9, + "type": "SaveImage", + "pos": [ + 830, + 740 + ], + "size": [ + 379.984375, + 409.984375 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 154 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "Node name for S&R": "SaveImage", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Flux2-Klein" + ] + }, + { + "id": 97, + "type": "MarkdownNote", + "pos": [ + -630, + 740 + ], + "size": [ + 479.984375, + 849.984375 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model links (for local users)\n\n**text_encoders**\n\n- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)\n\n**diffusion_models**\n\n- [flux-2-klein-4b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-4b-fp8/resolve/main/flux-2-klein-4b-fp8.safetensors)\n\n**vae**\n\n- [flux2-vae.safetensors](https://huggingface.co/Comfy-Org/flux2-dev/resolve/main/split_files/vae/flux2-vae.safetensors)\n\n\nModel Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ text_encoders/\nβ”‚ β”‚ └── qwen_3_4b.safetensors\nβ”‚ β”œβ”€β”€ πŸ“‚ diffusion_models/\nβ”‚ β”‚ └── flux-2-klein-4b-fp8.safetensors\nβ”‚ └── πŸ“‚ vae/\nβ”‚ └── flux2-vae.safetensors\n```\n\n## Report issues\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud will be updated after the stable release; nightly-supported models may not be included yet, please wait for the next stable release.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/Comfy-Org/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 81, + "type": "LoadImage", + "pos": [ + -70, + 1430 + ], + "size": [ + 319.984375, + 409.984375 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 172 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + 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"ue_links": [] + }, + "version": 0.4 +} diff --git a/models/flux2klein/image-edit-9b-base/README.md b/models/flux2klein/image-edit-9b-base/README.md new file mode 100644 index 0000000..a66077f --- /dev/null +++ b/models/flux2klein/image-edit-9b-base/README.md @@ -0,0 +1,45 @@ +# FLUX.2-klein Image Edit 9B Base + +## Summary + +Official `FLUX.2-klein` `9B base` image-edit workflow from Comfy's template set. Heavier than the 4B options, but likely the better choice if you want maximum flexibility from the official `klein` edit stack. + +## Model Family + +- `flux2klein` + +## Status + +- `imported-only` + +## Source + +- Official guide: +- Workflow file: +- Original publisher: `Comfy-Org` +- Date imported: `2026-08-08` + +## Developer notes + +- This is the official `9B base` edit template from Comfy's published workflow list. +- The docs point users to the BFL repo for acceptance and download of the 9B diffusion weights. + +## Our notes + +- Use this when the `4B` variants are good enough to prove the workflow direction, but you want a stronger ceiling. +- More of a second-step workflow than a first try, especially if your box is tight on VRAM. +- Also a plausible outpainting path once the lighter template is validated. + +## Required custom nodes + +- none beyond current official Comfy support for the `FLUX.2-klein` template nodes + +## Required model files + +- `models/diffusion_models/flux-2-klein-base-9b-fp8.safetensors` +- `models/text_encoders/qwen_3_8b_fp8mixed.safetensors` +- `models/vae/flux2-vae.safetensors` + +## Notes + +- Better treated as a quality-upgrade path, not the first one to debug. diff --git a/models/flux2klein/image-edit-9b-base/workflow.json b/models/flux2klein/image-edit-9b-base/workflow.json new file mode 100644 index 0000000..8240199 --- /dev/null +++ b/models/flux2klein/image-edit-9b-base/workflow.json @@ -0,0 +1,3754 @@ +{ + "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e", + "revision": 0, + "last_node_id": 130, + "last_link_id": 216, + "nodes": [ + { + "id": 9, + "type": "SaveImage", + "pos": [ + 740, + 830 + ], + "size": [ + 419.984375, + 469.984375 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 154 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": null + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", 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{}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Flux2-Klein-4b-base" + ] + }, + { + "id": 81, + "type": "LoadImage", + "pos": [ + -80, + 1480 + ], + "size": [ + 319.984375, + 479.984375 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 172 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "comfy_logo_blue.png", + "image" + ] + }, + { + "id": 76, + "type": "LoadImage", + "pos": [ + -80, + 830 + ], + "size": [ + 319.984375, + 469.984375 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 155, + 169 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "cnr_id": "comfy-core", + "ver": "0.8.2", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "car_interior_white.jpeg", + "image" + ] + }, + { + "id": 97, + "type": "MarkdownNote", + "pos": [ + -750, + 830 + ], + "size": [ + 609.984375, + 859.984375 + ], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "## Model Links\n\n**diffusion_models**\n\n- [flux-2-klein-base-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-base-9b-fp8)\n\n> Please visit BFL's repo, accept the agreement in the repo, and then download the fp8 model.\n\n**text_encoders**\n\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\n\n**vae**\n\n- [full_encoder_small_decoder.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ diffusion_models/\nβ”‚ β”‚ └── flux-2-klein-base-9b-fp8.safetensors\nβ”‚ β”œβ”€β”€ πŸ“‚ text_encoders/\nβ”‚ β”‚ └── qwen_3_8b_fp8mixed.safetensors\nβ”‚ └── πŸ“‚ vae/\nβ”‚ └── full_encoder_small_decoder.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 92, + "type": "65c22b29-59aa-496b-89c6-55a603658670", + "pos": [ + 330, + 1480 + ], + "size": [ + 379.984375, + 479.984375 + ], + "flags": {}, + "order": 4, + "mode": 4, + "inputs": [ + { + "label": "prompt", + "name": "text", + "type": "STRING", + "widget": { + "name": "text" + }, + "link": null + }, + { + "label": "reference_image1", + "name": "image", + "type": "IMAGE", + "link": 169 + }, + { + "label": "reference_image2", + "name": "image_1", + "type": "IMAGE", + "link": 172 + } + ], + "outputs": [ + { + "name": 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"version": 0.4 +} diff --git a/models/flux2klein/image-edit-9b-distilled/README.md b/models/flux2klein/image-edit-9b-distilled/README.md new file mode 100644 index 0000000..b34e7ce --- /dev/null +++ b/models/flux2klein/image-edit-9b-distilled/README.md @@ -0,0 +1,45 @@ +# FLUX.2-klein Image Edit 9B Distilled + +## Summary + +Official `FLUX.2-klein` `9B distilled` image-edit workflow from Comfy's template set. Faster than `9B base` while still targeting the larger model family. + +## Model Family + +- `flux2klein` + +## Status + +- `imported-only` + +## Source + +- Official guide: +- Workflow file: +- Original publisher: `Comfy-Org` +- Date imported: `2026-08-08` + +## Developer notes + +- This is the official fast `9B distilled` image-edit template linked from the Comfy docs page. +- The docs position the distilled variants as the speed-first route inside the family. + +## Our notes + +- This is probably the best "bigger model, still practical" upgrade path after testing `4B distilled`. +- Good candidate if you like the edit behavior of the smaller workflow but want a bit more headroom without immediately jumping to the full base path. +- Also suitable as an outpainting follow-up if the 4B result is too soft. + +## Required custom nodes + +- none beyond current official Comfy support for the `FLUX.2-klein` template nodes + +## Required model files + +- `models/diffusion_models/flux-2-klein-9b-fp8.safetensors` +- `models/text_encoders/qwen_3_8b_fp8mixed.safetensors` +- `models/vae/flux2-vae.safetensors` + +## Notes + +- Best upgrade path after the `4B distilled` template if you want to stay in the same workflow shape. diff --git a/models/flux2klein/image-edit-9b-distilled/workflow.json b/models/flux2klein/image-edit-9b-distilled/workflow.json new file mode 100644 index 0000000..5d74c3e --- /dev/null +++ b/models/flux2klein/image-edit-9b-distilled/workflow.json @@ -0,0 +1,3853 @@ +{ + "id": "92112d97-bb64-4b44-86f2-ea5691ef8f6e", + "revision": 0, + "last_node_id": 150, + "last_link_id": 220, + "nodes": [ + { + "id": 76, + "type": "LoadImage", + "pos": [ + -80, + 810 + ], + "size": [ + 319.984375, + 409.984375 + ], + "flags": {}, + "order": 0, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 155, + 169 + ] + }, + { + "name": "MASK", + "type": "MASK", + "links": null + } + ], + "properties": { + "Node name for S&R": "LoadImage", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "cnr_id": "comfy-core", + "ver": "0.8.2", + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "bold_outfit_woman.jpeg", + "image" + ] + }, + { + "id": 9, + "type": "SaveImage", + "pos": [ + 870, + 810 + ], + "size": [ + 379.984375, + 409.984375 + ], + "flags": {}, + "order": 5, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 154 + } + ], + "outputs": [ + { + "name": "images", + "type": "IMAGE", + "links": null + } + ], + "properties": { + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "cnr_id": "comfy-core", + "ver": "0.8.2", + "Node name for S&R": "SaveImage", + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "Flux2-Klein" + ] + }, + { + "id": 97, + "type": "MarkdownNote", + "pos": [ + -600, + 810 + ], + "size": [ + 479.984375, + 909.984375 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [], + "properties": { + "ue_properties": { + "widget_ue_connectable": {}, + "version": "7.7", + "input_ue_unconnectable": {} + } + }, + "widgets_values": [ + "## Model Links\n\n**diffusion_models**\n\n- [flux-2-klein-9b-fp8.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-klein-9b-fp8/resolve/main/flux-2-klein-9b-fp8.safetensors)\n\n**text_encoders**\n\n- [qwen_3_8b_fp8mixed.safetensors](https://huggingface.co/Comfy-Org/flux2-klein-9B/resolve/main/split_files/text_encoders/qwen_3_8b_fp8mixed.safetensors)\n\n**vae**\n\n- [full_encoder_small_decoder.safetensors](https://huggingface.co/black-forest-labs/FLUX.2-small-decoder/resolve/main/full_encoder_small_decoder.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ diffusion_models/\nβ”‚ β”‚ └── flux-2-klein-9b-fp8.safetensors\nβ”‚ β”œβ”€β”€ πŸ“‚ text_encoders/\nβ”‚ β”‚ └── qwen_3_8b_fp8mixed.safetensors\nβ”‚ └── πŸ“‚ vae/\nβ”‚ └── full_encoder_small_decoder.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 75, + "type": "7b34ab90-36f9-45ba-a665-71d418f0df18", + "pos": [ + 340, + 810 + ], + "size": [ + 399.984375, + 409.984375 + ], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [ + { + "label": "prompt", + "name": "text", + "type": "STRING", + "widget": { + "name": "text" + }, + "link": null + }, + { + "name": "image", + "type": "IMAGE", + "link": 155 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 154 + ] + } + ], + "properties": { + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65, + "cnr_id": "comfy-core", + "ver": "0.8.2", + "ue_properties": { + "widget_ue_connectable": { + "text": true + }, + "version": "7.7", + "input_ue_unconnectable": {} + }, + "proxyWidgetErrorQuarantine": [ + { + "originalEntry": [ + "73", + "control_after_generate" + ], + "reason": "missingSubgraphInput", + "attemptedAtVersion": 1 + } + ], + "previewExposures": [] + }, + "widgets_values": [ + "flux-2-klein-9b-fp8.safetensors", + "qwen_3_8b_fp8mixed.safetensors", + "full_encoder_small_decoder.safetensors", + "Replace the background with a quiet coastal cliff at overcast sunset. 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