Card: link the Civitai workflow page, add the figures
Browse files
README.md
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@@ -22,10 +22,22 @@ A LoRA for FLUX 3 Image Klein that nudges a restore toward your photo. When FLUX
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tiles, faces come out a little closer to the picture you gave it, and their colours stay closer. It is optional in my
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upscale workflow: without it the workflow still runs.
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> **The difference is small.** Side by side, the faces with the LoRA had slightly better colour and shape, and a
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> face-recognition check agrees: below.
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## How to use it
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Put it on the **distilled** model at strength **1.0**. It was trained on the base model. The trigger is the sentence it
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@@ -40,6 +52,8 @@ Reference Multi Latent**, resolution `keep resolution`), and the KSampler starts
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8 steps, CFG 1, `euler` / `simple`, denoise 1. The workflow in this repo does the whole chain: SeedVR2 3B enlarges a
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photo first, then FLUX 3 redraws it in tiles.
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## What I measured
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My upscale workflow's example pictures, with the LoRA on and off and everything else the same: the same request, seed
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@@ -92,7 +106,8 @@ license click: [black-forest-labs/flux-3-image-klein-comfy](https://huggingface.
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[`workflows/flux-3-image-klein-upscale.json`](workflows/flux-3-image-klein-upscale.json) has it set up. Load your
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picture, pick **Photo**, **Blurry photo** or **Generated picture**, and press Run. The LoRA row is optional: without
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the file the workflow skips it and runs. **Photo** runs SeedVR2 3B first, **Generated picture** runs 4x-UltraSharpV2
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first, and the workflow's note lists every file it needs with its link.
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To add it to your own graph:
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tiles, faces come out a little closer to the picture you gave it, and their colours stay closer. It is optional in my
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upscale workflow: without it the workflow still runs.
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Also on Civitai: my [FLUX 3 Image Klein Upscale](https://civitai.com/models/3007200) workflow, which uses this LoRA.
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> **The difference is small.** Side by side, the faces with the LoRA had slightly better colour and shape, and a
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> face-recognition check agrees: below.
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*In each picture: the small input, the result without the LoRA and with it, and the marked face enlarged underneath.
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All made with the workflow in this repo, Photo at 4 megapixels, same request and seed. "Without the LoRA" is the same
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workflow with the LoRA row switched off. "Same person" and "colour off" are the face check below, against the clean
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picture the input was made from. None of these pictures are in the training set.*
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## How to use it
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Put it on the **distilled** model at strength **1.0**. It was trained on the base model. The trigger is the sentence it
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8 steps, CFG 1, `euler` / `simple`, denoise 1. The workflow in this repo does the whole chain: SeedVR2 3B enlarges a
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photo first, then FLUX 3 redraws it in tiles.
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## What I measured
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My upscale workflow's example pictures, with the LoRA on and off and everything else the same: the same request, seed
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[`workflows/flux-3-image-klein-upscale.json`](workflows/flux-3-image-klein-upscale.json) has it set up. Load your
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picture, pick **Photo**, **Blurry photo** or **Generated picture**, and press Run. The LoRA row is optional: without
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the file the workflow skips it and runs. **Photo** runs SeedVR2 3B first, **Generated picture** runs 4x-UltraSharpV2
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first, and the workflow's note lists every file it needs with its link. The same workflow is on
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[Civitai](https://civitai.com/models/3007200), inside its example pictures too.
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To add it to your own graph:
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