Turn Any Photo into Ghibli Style – Free & Local with Flux Kontext (2026)

Drop your photo into one of the viral "Ghibli" generators and you get back a pretty character of someone else. Different face, different pose, often behind a subscription or a watermark.

Flux Kontext does the opposite: it repaints your photo instead of inventing a new one – face, pose and composition stay. But here's the catch almost every guide skips: the prompt "Studio Ghibli" alone gives only generic anime – glossy round eyes, no real Ghibli handwriting. The real look comes only with a small, free Kontext LoRA.

This guide shows both – the quick prompt route and the step to real Ghibli. Tested locally on an RTX 3060 with 12 GB of VRAM, free, no cloud required.

Updated: July 2026 · ComfyUI (current) · Flux.1 Kontext Dev as GGUF · LoRA Kontext-Style/Ghibli_lora

What you'll get:

• Why Kontext keeps your subject – and why the prompt alone still isn't enough
• The free Ghibli LoRA for Kontext – and exactly where the file goes
• The full ComfyUI workflow – with the GGUF trick for 12 GB cards
• The right prompt + the tested settings (LoRA strength, guidance)
• Fine-tuning and fixes when the look drifts

Why Kontext keeps your subject

The key term is image conditioning. Kontext gets your original image not as a vague description but as a fixed reference point (the ReferenceLatent node). It applies the style change to your image – instead of rolling a brand-new picture from a text prompt.

In practice:

• Same face, same pose, same framing – only the painting style changes.
• Not a random anime character, but recognizably you (or your subject).
• You can apply the same look consistently across a whole photo series.

That's half the battle. The other half is the style itself – and that's where it gets interesting.

Why the prompt alone isn't enough

The Flux Kontext base model barely knows "Ghibli" – the studio name is trademark-thin in the training data. Ask it for "Studio Ghibli style" via prompt and you get generic anime: big glossy eyes, garish colors, but not the soft, hand-painted Ghibli handwriting.

The fix is a LoRA – a small add-on file (~350 MB) that teaches the model a specific style. That's exactly what the Kontext-Style project is: a Ghibli LoRA trained specifically for Flux Kontext on paired image data. Free, local, one download – and the look lands.

Requirements

Empfohlenes Tool · Cloud-GPU

Keine starke Grafikkarte? Führe ComfyUI in der Cloud aus.

Flux & SDXL sind speicherhungrig. Statt ~1.800 € für eine eigene Karte mietest du bei RunPod eine 24-GB-GPU ab ca. 0,50 €/Stunde – und zahlst nur, was du nutzt.

GPU mieten & Flux starten →Affiliate-Link · für dich ohne Mehrkosten

Step 1: Install the custom node "ComfyUI-GGUF"

The GGUF loader isn't a default node – it comes via the Manager:

1. Start ComfyUI → click Manager on the right.
2. Open Custom Nodes Manager → search for ComfyUI-GGUF → Install.
3. Fully restart ComfyUI.

Without this step, the "Unet Loader (GGUF)" node is missing later and the workflow stays red.

Step 2: Place the models and the Ghibli LoRA

Flux Kontext has four parts (main model, two text encoders, VAE). On top comes the Ghibli LoRA – that's the part that makes the real style.

The folder structure then looks like this:

📁 ComfyUI/
└── 📁 models/
    ├── 📁 unet/
    │   └── flux1-kontext-dev-Q4_K_M.gguf
    ├── 📁 text_encoders/
    │   └── t5xxl_fp8_e4m3fn.safetensors
    ├── 📁 clip/
    │   └── clip_l.safetensors
    ├── 📁 vae/
    │   └── ae.safetensors
    └── 📁 loras/
        └── Ghibli_lora_weights.safetensors

Step 3: Load the workflow – GGUF trick + hook in the LoRA

You build nothing by hand. ComfyUI ships the base workflow as a template:

1. Click Workflow → Browse Templates → category Flux → "Flux.1 Kontext Dev (Basic)". The full graph loads automatically.
2. GGUF trick for 12 GB cards: delete the "Load Diffusion Model" node. Right-click → Add Node → bootleg → Unet Loader (GGUF) → select flux1-kontext-dev-Q4_K_M.gguf.
3. Hook in the LoRA: right-click → Add Node → loaders → LoraLoaderModelOnly. Plug the GGUF loader's MODEL output into the LoRA node, choose Ghibli_lora_weights.safetensors there and set strength_model to 1.0. Route the LoRA node's MODEL output on to the KSampler.

Quickly check the remaining loaders:

• DualCLIPLoader → t5xxl_fp8_e4m3fn + clip_l, type: flux
• VAELoader → ae.safetensors

Step 4: Load photo, write the prompt, generate

1. Load photo. Upload your source photo in the Load Image node. A clear portrait with good lighting works best.

2. Write the prompt. With the LoRA you need no prompt acrobatics – the recommended sentence is enough:

Turn this image into the Ghibli style.

3. Set the parameters. The tested values:

4. Generate. Click Queue Prompt.

Result: your photo becomes a hand-painted Ghibli character – face, pose and clothes stay, the painting style is real Ghibli.

Fine-tuning: LoRA strength controls the look

The one dial that makes the difference is strength_model on the LoRA node:

Doesn't look like Ghibli? Quick fixes

No 12 GB card? Use the cloud

If your GPU won't keep up or lacks VRAM: run the exact same workflow (LoRA included) on a cloud GPU – an RTX 4090 (24 GB) from ~$0.59/h renders Kontext in seconds and with no quant compromise. The full setup is in our hub:

👉 Set up ComfyUI on RunPod (Network Volume)

Empfohlenes Tool · Cloud-GPU

Keine starke Grafikkarte? Führe ComfyUI in der Cloud aus.

Flux & SDXL sind speicherhungrig. Statt ~1.800 € für eine eigene Karte mietest du bei RunPod eine 24-GB-GPU ab ca. 0,50 €/Stunde – und zahlst nur, was du nutzt.

GPU mieten & Flux starten →Affiliate-Link · für dich ohne Mehrkosten

Conclusion & next steps

Real Ghibli needs no subscription and no ChatGPT – just Flux Kontext plus a free LoRA. Kontext locks your subject in place, the LoRA brings the real style. The prompt alone only makes generic anime – the LoRA is the difference.

• 📥 Download: Get the Ghibli workflow as JSON – load it in ComfyUI via Workflow → Open, the LoRA is already wired in, drop in your photo, generate.
• 🎨 The LoRA itself: Kontext-Style/Ghibli_lora on HuggingFace (free).
• 🔗 Missing the basics? → Install Flux.1 Dev with ComfyUI
• ⏮️ From the series: Flux Kontext: Change Clothes in ComfyUI
• ⏭️ Up next: "Flux Kontext: Swap the Background" and "Flux Kontext: Change Hairstyle".

One photo, one LoRA, one sentence – and your snapshot becomes a scene that looks straight out of your favorite film.