---
title: flux-2-klein-4b-spritesheet-lora
canonical_url: "https://www.modelscope.cn/models/AI-ModelScope/flux-2-klein-4b-spritesheet-lora"
md_url: "https://www.modelscope.cn/models/AI-ModelScope/flux-2-klein-4b-spritesheet-lora.md"
repository: AI-ModelScope/flux-2-klein-4b-spritesheet-lora
last_updated: 2026-06-16
license: apache-2.0
pipeline_tag: image-to-image
tasks:
- image-to-image
base_model:
- black-forest-labs/FLUX.2-klein-4B
base_model_relation: adapter
parameters: 38.0M
tensor_type:
- F32
library_name:
- lora
- safetensors
- pytorch
frameworks:
- pytorch
language:
- en
supports_inference: img2img
downloads: 116
stars: 0
tags:
- flux
- flux-2-klein
- flux-lora
- lora
- sprite-sheet
- game-asset
- 2x2-grid
- multi-view
- isometric
- top-down
- side-view
- image-to-image
- fal-ai
- "template:diffusion-lora"
---
# flux-2-klein-4b-spritesheet-lora
> flux-2-klein-4b-spritesheet-lora - AI-ModelScope 在 ModelScope 开源的模型。🎮 Flux 2×2 Sprite Sheet LoRA
AI-ModelScope/flux-2-klein-4b-spritesheet-lora 是 ModelScope 魔搭社区上的 38.0M 参数image-to-image模型，采用 apache-2.0 许可，基于 black-forest-labs/FLUX.2-klein-4B 构建，并支持在线推理（img2img）。
- **Repository**: AI-ModelScope/flux-2-klein-4b-spritesheet-lora
- **License**: apache-2.0
- **Tasks**: image-to-image
- **Parameters**: 38.0M
- **Base model**: black-forest-labs/FLUX.2-klein-4B
- **Online inference**: img2img
- **Tags**: flux, flux-2-klein, flux-lora, lora, sprite-sheet, game-asset, 2x2-grid, multi-view, isometric, top-down, side-view, image-to-image, fal-ai, template:diffusion-lora
- **Downloads**: 116
- **Stars**: 0
- **Last updated**: 2026-06-16
Source: https://www.modelscope.cn/models/AI-ModelScope/flux-2-klein-4b-spritesheet-lora
---
# 🎮 Flux 2×2 Sprite Sheet LoRA
### Transform any object into a **2×2 multi-view sprite sheet** with consistent style
[](https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora?share=011c2b51-6705-4344-9aa4-73b8df660bbc)
[](https://opensource.org/licenses/Apache-2.0)
| Input |
Output (2×2 Sprite Sheet) |
 |
 |
 |
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 |
 |
 |
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---
## 🚀 Quick Start
| Parameter | Value |
|-----------|-------|
| **Prompt** | `2x2 sprite sheet` |
| **Recommended LoRA Scale** | `1.1` |
---
## 💻 Usage
### Try it Live on fal.ai
▶️ **[Open Playground](https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora?share=011c2b51-6705-4344-9aa4-73b8df660bbc)**
### With fal.ai SDK
```python
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](https://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](https://opensource.org/licenses/Apache-2.0)
---
### Created by [@ilkerzgi](https://huggingface.co/ilkerzgi) • Trained with [fal.ai](https://fal.ai)
[](https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora?share=011c2b51-6705-4344-9aa4-73b8df660bbc)