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Fumika – a free local studio for comics, images and LoRA training

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Fumika – a free local studio for comics, images and LoRA training

Write a short story, get finished comic pages. Fumika is a free desktop app for Windows and Linux (NVIDIA GPU) that turns a few lines of text into manga / comic pages with panels and speech bubbles – rendered on your own PC. Around it: an image studio, character assets, and trainers for your own LoRAs, so your cast looks the same on every page.

What it does

  • Series and chapters. A project is a series – cast, style and model settings shared by every chapter – with as many chapters as you like, just like Civitai Comics. Each chapter can get a drawn cover with the title on it, the reader shows a chapter or the whole series, and every chapter exports as PDF or CBZ (with ComicInfo.xml for Komga, Kavita, YACReader, Mihon).

  • Story → pages. One line per panel: what happens | speech bubble. Fumika lays out the page with MOSS-Image, renders three versions and keeps the one with the cleanest lettering. A story editor with panel cards, scenes (place, light, who wears what) and reading direction left-to-right or right-to-left.

  • Characters stay themselves. Describe your cast once, add a character LoRA – or just a reference picture: CharRef v2 draws your main character from one image, no training needed.

  • Image Studio. Text to image, image to image, inpainting and upscaling (Real-ESRGAN, SeedVR2 or a MOSS redraw) with MOSS-Image, Anima (1.0, 2.9B, 3.8B) or SDXL / Illustrious / Pony. Every picture keeps its settings in the history.

  • Asset Studio. Expression sets, outfits, turnarounds, profile sheets, chibi and pixel sprites, transparent VN sprites.

  • Train your own LoRAs. Trainers for MOSS-Image, Anima and SDXL (LoRA, LyCORIS, embeddings) plus a slider trainer for Anima. Pick a folder, press Check (dataset, steps, memory estimate), then Start; compare saved epochs side by side.

  • Your models, any source. The library takes checkpoints and LoRAs from Civitai, Hugging Face or your own training and recognises the architecture from the file itself, whatever it is called.

  • Plugins. Pick what you want at first start; only those models are downloaded. Every model's licence is shown first.

  • Local and private. Fumika installs its own ComfyUI with its own Python into one folder and touches nothing else. A render queue that survives restarts and an optional local MCP server so AI agents can queue pages and pictures.

  • Marked as AI-generated. Every picture, PDF and CBZ carries the standard IPTC "AI-generated" metadata (EU AI Act Art. 50).

A look inside

A chapter of the example series: the drawn cover, five finished pages and the panel editor.

1_project_pages.jpg

Reader: one chapter or the whole series in order, with the series picture first.

3_reader.jpg

Each chapter gets a drawn cover with the series title and chapter number on it - three versions, pick one, use it as the series picture.

2_cover.jpg

Image Studio: text to image, image to image, inpaint and upscale with MOSS-Image, Anima or SDXL - every picture keeps its settings in the history.

4_image_studio.jpg

Asset Studio: nine expressions of the same character in one image (also outfits, turnarounds, profile sheets, chibi and pixel sprites).

5_asset_studio.jpg

Trainer: pick a folder, choose the base model (Anima 1.0, 2.9B or 3.8B, MOSS-Image, SDXL), Check estimates steps and memory, then Start.

6_trainer.jpg

Guided setup: pick your plugins - only their models are downloaded, every licence is shown first.

7_setup_plugins.jpg

The example story

Fumika, the app's mascot, has seven pages due tomorrow. Her editor Sora is not amused. The pages were made with the app exactly as it ships: MOSS-Image Base, SFT look, Fumika's character LoRA, quality mode.

CharRef v2 – a character from one picture

The reference-picture option is its own LoRA, free under Apache-2.0 on Hugging Face. It also works in plain ComfyUI.

Requirements

  • Windows 10/11 or Linux (x86-64), NVIDIA GPU – 24 GB VRAM recommended for MOSS-Image at full size; an int8 model for smaller cards is included

  • ~25 GB free disk space for engine + MOSS models (more for each further model family)

Download & licence

  • GitHub: github.com/7err4/fumika – Windows installer (current user, no admin rights), Linux AppImage and .deb

  • Fumika is free to use, commercial work included – Apache License 2.0 with the Commons Clause: modify and share it freely, only selling the software itself is not allowed. What you make with it is yours. The bundled ComfyUI node packs are GPL-3.0. Models keep their own licences – the app shows them before every download (Anima uses the CircleStone Labs non-commercial licence).

  • The installer is not signed yet: Windows SmartScreen may warn – "More info" → "Run anyway".

Feedback and bug reports are welcome on GitHub.

by 7err4

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