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

Prompt

2x2 sprite sheet

Prompt

2x2 sprite sheet

Prompt

2x2 sprite sheet

Prompt

2x2 sprite sheet

🎮 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

---

Created by @ilkerzgi • Trained with fal.ai