🎮 Flux 2×2 Sprite Sheet LoRA

Transform any object into a 2×2 multi-view sprite sheet with consistent style

🎯 What does this model do?

This LoRA transforms any single object image into a professional 2×2 sprite sheet with 4 different camera angles:

┌────────────────────┬────────────────────┐
│    ISOMETRIC ↘     │    ISOMETRIC ↙     │
│  Front-right view  │  Front-left view   │
├────────────────────┼────────────────────┤
│    SIDE VIEW ←     │    TOP-DOWN ↑      │
│  Profile from left │  Bird's eye view   │
└────────────────────┴────────────────────┘

Perfect for game developers, asset creators, and 3D artists who need consistent multi-view references.

🖼️ Examples

Input	Output (2×2 Sprite Sheet)

🚀 Quick Start

Parameter	Value
Prompt	`2x2 sprite sheet`
Recommended LoRA Scale	`1.1`

💻 Usage

Try it Live on fal.ai

▶️ Open Playground

With fal.ai SDK

import fal_client

def on_queue_update(update):
    if isinstance(update, fal_client.InProgress):
        for log in update.logs:
           print(log["message"])

result = fal_client.subscribe(
    "fal-ai/flux-2-klein/4b/base/edit/lora",
    arguments={
        "prompt": "2x2 sprite sheet",
        "model_name": None,
        "loras": [{
            "path": "https://huggingface.co/fal/flux-2-klein-4b-spritesheet-lora/resolve/main/flux-spritesheet-lora.safetensors",
            "scale": 1.1
        }],
        "embeddings": [],
        "image_urls": ["https://your-image-url.png"]
    },
    with_logs=True,
    on_queue_update=on_queue_update,
)
print(result)

📐 Output Layout

The model produces a 2×2 grid with these specific views:

Position	View Type	Direction
Top-Left	Isometric 3/4	Object faces bottom-right ↘
Top-Right	Isometric 3/4	Object faces bottom-left ↙
Bottom-Left	Side Profile	Object faces left ←
Bottom-Right	Top-Down	Object faces up ↑

All 4 views maintain the same art style, colors, and proportions.

🎨 About the Red Background

The output uses a consistent red background by design. This solid color background:

Improves style consistency across all 4 views
Makes it easy to remove the background for game integration
Ensures clean edges for sprite extraction

📦 Model Files

File	Use Case
`flux-spritesheet-lora.safetensors`	fal.ai
`mFtSubaAlDqtHyKk6eIPi_pytorch_lora_weights_comfy_converted.safetensors`	ComfyUI

🎓 Training Details

Click to expand

Dataset

Size: 48 curated sprite sheet pairs (from 120 generated, manually validated)
Content: Diverse vehicle and object categories including:
- Aircraft: jet fighters, helicopters, biplanes, cargo planes, drones, zeppelins
- Military Vehicles: tanks, APCs, artillery, humvees, missile launchers
- Civilian Vehicles: sports cars, motorcycles, trucks, buses, bicycles
- Construction Equipment: excavators, bulldozers, cranes, forklifts
- Trains: locomotives, bullet trains, freight trains, trams
- Ships & Boats: battleships, submarines, yachts, speedboats, kayaks
- Space & Sci-Fi: rockets, space shuttles, mechs, hover vehicles, UFOs
Style: Game-ready 2D assets with red background for consistency
Validation: AI-validated for correct view orientations, then manually curated

Training

Base Model: FLUX.2-Klein 4B
Platform: fal.ai
Method: LoRA training

🎮 Use Cases

Game Development: Generate sprite sheets for 2D/isometric games
Asset Creation: Quick multi-view references for 3D modeling

⚠️ Limitations

Output background is solid red (by design, for consistency)

📄 License

Apache 2.0

fal/flux-2-klein-4b-spritesheet-lora