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README.md
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@@ -9,3 +9,186 @@ app_file: app.py
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pinned: true
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license: mit
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---
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pinned: true
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license: mit
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---
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## ๐๏ธ FLUX LoRA Military K9: Advanced Artillery System Image Generator
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### Create Photorealistic Military Artillery Visualizations with AI
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Welcome to **FLUX LoRA Military K9**, a specialized AI image generator focused on creating highly detailed, photorealistic images of the K9 Thunder self-propelled artillery system. Built on the FLUX.1-dev model with custom LoRA weights, this tool delivers military-grade accuracy in depicting modern artillery systems for educational, historical, and creative purposes.
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### What is FLUX LoRA Military K9?
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FLUX LoRA Military K9 is a **specialized AI image generation tool** that uses advanced diffusion models to create realistic military artillery imagery. Trained specifically on the K9 Thunder self-propelled howitzer, it generates accurate depictions of this advanced 155mm artillery system in various operational scenarios and environments.
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### Key Features for Military Equipment Visualization
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- **๐ฏ Specialized LoRA Model**: Custom-trained on K9 Thunder artillery system
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- **๐ผ๏ธ Photorealistic Output**: High-detail military equipment rendering
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- **๐ Environmental Diversity**: Desert, arctic, urban, and field deployments
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- **โก FLUX.1-dev Base**: State-of-the-art diffusion model technology
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- **๐พ Persistent Gallery**: Auto-saves all generated images with metadata
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- **๐ฒ Seed Control**: Reproducible results for consistent imagery
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- **๐ Flexible Dimensions**: Support up to 1024x1024 resolution
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- **๐ง Advanced Controls**: Fine-tune guidance, steps, and LoRA strength
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### Understanding the K9 Thunder
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The K9 Thunder is a South Korean self-propelled artillery system featuring:
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- **155mm/52-caliber gun**: Extended range precision artillery
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- **Advanced Fire Control**: Digital battlefield management systems
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- **All-Terrain Mobility**: Tracked vehicle with advanced suspension
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- **Automated Loading**: Rapid fire capability with minimal crew
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- **NBC Protection**: Sealed cabin with overpressure system
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- **Modern Electronics**: Thermal imaging and computerized targeting
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### Use Cases and Applications
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- **Military Education**: Training materials and tactical planning
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- **Defense Analysis**: Equipment capability demonstrations
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- **Historical Documentation**: Modern artillery system archives
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- **Creative Projects**: Military-themed artwork and illustrations
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- **Technical Visualization**: Equipment specifications and features
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- **Scenario Planning**: Operational environment simulations
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### Generation Examples
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1. **Dawn Operations**: Artillery positioned on strategic hilltops
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2. **Winter Exercises**: Cold weather operational capabilities
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3. **Monsoon Deployment**: All-weather system performance
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4. **Desert Configuration**: Extreme heat adaptation systems
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5. **Night Missions**: Muzzle flash and thermal imaging
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6. **Combined Arms**: Integration with modern battlefield systems
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### Advanced Generation Parameters
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- **Seed**: Control randomness (0-2147483647)
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- **Randomize Seed**: Generate unique variations
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- **Width/Height**: Custom dimensions (256-1024px)
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- **Guidance Scale**: Prompt adherence (0.0-10.0)
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- **Inference Steps**: Quality vs speed (1-50)
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- **LoRA Scale**: Artillery detail strength (0.0-1.0)
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### Technical Specifications
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- **Base Model**: black-forest-labs/FLUX.1-dev
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- **LoRA Adapter**: seawolf2357/flux-lora-military-artillery-k9
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- **Framework**: Diffusers, PyTorch, Gradio
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- **Precision**: bfloat16 for optimal performance
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- **GPU**: CUDA-enabled device required
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- **Storage**: Automatic image persistence with metadata
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### Why Choose FLUX LoRA Military K9?
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1. **Unmatched Accuracy**: Specialized training on authentic military data
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2. **Professional Quality**: Publication-ready military visualizations
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3. **Educational Value**: Accurate depictions for learning purposes
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4. **Creative Freedom**: Generate unique military scenarios
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5. **Technical Precision**: Faithful equipment detail reproduction
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6. **Easy to Use**: Simple prompt-based generation
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### Best Practices for Military Image Generation
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- Include environmental context (terrain, weather, time of day)
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- Specify operational scenarios (training, deployment, maintenance)
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- Mention technical details (equipment state, crew presence)
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- Add atmospheric elements (weather effects, lighting conditions)
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- Use military terminology for authentic results
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- Always append [trigger] to activate the LoRA model
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### Get Started with Military Visualization
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Create professional military artillery imagery for your projects. Whether for educational content, technical documentation, or creative endeavors, FLUX LoRA Military K9 provides the precision and quality you need.
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**Community**: [Discord - Openfree AI](https://discord.gg/openfreeai) | **More AI Services**: [OpenFree Best AI](https://huggingface.co/spaces/openfree/Best-AI)
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---
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## ๐๏ธ FLUX LoRA ๊ตฐ์ฌ K9: ๊ณ ๊ธ ํฌ๋ณ ์์คํ
์ด๋ฏธ์ง ์์ฑ๊ธฐ
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### AI๋ก ์ฌ์ค์ ์ธ ๊ตฐ์ฌ ํฌ๋ณ ์๊ฐํ ์ ์
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**FLUX LoRA ๊ตฐ์ฌ K9**์ ์ค์ ๊ฒ์ ํ์ํฉ๋๋ค. K9 ์์ฃผํฌ ์์คํ
์ ๋งค์ฐ ์์ธํ๊ณ ์ฌ์ค์ ์ธ ์ด๋ฏธ์ง๋ฅผ ๋ง๋๋ ๋ฐ ํนํ๋ AI ์ด๋ฏธ์ง ์์ฑ๊ธฐ์
๋๋ค. ์ฌ์ฉ์ ์ ์ LoRA ๊ฐ์ค์น๊ฐ ์ ์ฉ๋ FLUX.1-dev ๋ชจ๋ธ์ ๊ธฐ๋ฐ์ผ๋ก ๊ตฌ์ถ๋์ด, ๊ต์ก, ์ญ์ฌ ๋ฐ ์ฐฝ์ ๋ชฉ์ ์ผ๋ก ํ๋ ํฌ๋ณ ์์คํ
์ ๋ฌ์ฌํ๋ ๋ฐ ๊ตฐ์ฌ๊ธ ์ ํ๋๋ฅผ ์ ๊ณตํฉ๋๋ค.
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### FLUX LoRA ๊ตฐ์ฌ K9๋?
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FLUX LoRA ๊ตฐ์ฌ K9๋ ๊ณ ๊ธ ํ์ฐ ๋ชจ๋ธ์ ์ฌ์ฉํ์ฌ ์ฌ์ค์ ์ธ ๊ตฐ์ฌ ํฌ๋ณ ์ด๋ฏธ์ง๋ฅผ ๋ง๋๋ **ํนํ๋ AI ์ด๋ฏธ์ง ์์ฑ ๋๊ตฌ**์
๋๋ค. K9 ์์ฃผํฌ์ ํน๋ณํ ํ๋ จ๋์ด ๋ค์ํ ์์ ์๋๋ฆฌ์ค์ ํ๊ฒฝ์์ ์ด ๊ณ ๊ธ 155mm ํฌ๋ณ ์์คํ
์ ์ ํํ ๋ฌ์ฌ๋ฅผ ์์ฑํฉ๋๋ค.
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### ๊ตฐ์ฌ ์ฅ๋น ์๊ฐํ๋ฅผ ์ํ ์ฃผ์ ๊ธฐ๋ฅ
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- **๐ฏ ํนํ๋ LoRA ๋ชจ๋ธ**: K9 ์์ฃผํฌ ์์คํ
์ ๋ง์ถค ํ๋ จ
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- **๐ผ๏ธ ์ฌ์ค์ ์ธ ์ถ๋ ฅ**: ๊ณ ์ธ๋ถ ๊ตฐ์ฌ ์ฅ๋น ๋ ๋๋ง
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- **๐ ํ๊ฒฝ ๋ค์์ฑ**: ์ฌ๋ง, ๊ทน์ง, ๋์ ๋ฐ ์ผ์ ๋ฐฐ์น
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- **โก FLUX.1-dev ๊ธฐ๋ฐ**: ์ต์ฒจ๋จ ํ์ฐ ๋ชจ๋ธ ๊ธฐ์
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- **๐พ ์๊ตฌ ๊ฐค๋ฌ๋ฆฌ**: ๋ฉํ๋ฐ์ดํฐ์ ํจ๊ป ์์ฑ๋ ๋ชจ๋ ์ด๋ฏธ์ง ์๋ ์ ์ฅ
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- **๐ฒ ์๋ ์ ์ด**: ์ผ๊ด๋ ์ด๋ฏธ์ง๋ฅผ ์ํ ์ฌํ ๊ฐ๋ฅํ ๊ฒฐ๊ณผ
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- **๐ ์ ์ฐํ ์น์**: ์ต๋ 1024x1024 ํด์๋ ์ง์
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- **๐ง ๊ณ ๊ธ ์ ์ด**: ๊ฐ์ด๋์ค, ๋จ๊ณ ๋ฐ LoRA ๊ฐ๋ ๋ฏธ์ธ ์กฐ์
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### K9 ์์ฃผํฌ ์ดํดํ๊ธฐ
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K9 ์์ฃผํฌ๋ ๋ค์์ ํน์ง์ผ๋ก ํ๋ ํ๊ตญ์ ์์ฃผํฌ ์์คํ
์
๋๋ค:
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- **155mm/52๊ตฌ๊ฒฝ ์ฃผํฌ**: ํ์ฅ ์ฌ๊ฑฐ๋ฆฌ ์ ๋ฐ ํฌ๋ณ
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- **๊ณ ๊ธ ์ฌ๊ฒฉ ํต์ **: ๋์งํธ ์ ์ฅ ๊ด๋ฆฌ ์์คํ
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- **์ ์งํ ๊ธฐ๋์ฑ**: ๊ณ ๊ธ ์์คํ์
์ด ์ฅ์ฐฉ๋ ๊ถค๋ ์ฐจ๋
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- **์๋ ์ฅ์ **: ์ต์ ์น๋ฌด์์ผ๋ก ์ ์ ์ฌ๊ฒฉ ๋ฅ๋ ฅ
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- **NBC ๋ณดํธ**: ๊ณผ์ ์์คํ
์ด ์๋ ๋ฐํ ์บ๋น
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- **ํ๋์ ์ ์์ฅ๋น**: ์ดํ์ ๋ฐ ์ปดํจํฐํ๋ ํ์ ์ง์
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### ์ฌ์ฉ ์ฌ๋ก ๋ฐ ์์ฉ ๋ถ์ผ
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- **๊ตฐ์ฌ ๊ต์ก**: ํ๋ จ ์๋ฃ ๋ฐ ์ ์ ๊ณํ
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- **๊ตญ๋ฐฉ ๋ถ์**: ์ฅ๋น ๋ฅ๋ ฅ ์์ฐ
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- **์ญ์ฌ ๋ฌธ์ํ**: ํ๋ ํฌ๋ณ ์์คํ
์์นด์ด๋ธ
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- **์ฐฝ์ ํ๋ก์ ํธ**: ๊ตฐ์ฌ ํ
๋ง ์์ ์ํ ๋ฐ ์ผ๋ฌ์คํธ๋ ์ด์
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- **๊ธฐ์ ์๊ฐํ**: ์ฅ๋น ์ฌ์ ๋ฐ ๊ธฐ๋ฅ
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- **์๋๋ฆฌ์ค ๊ณํ**: ์์ ํ๊ฒฝ ์๋ฎฌ๋ ์ด์
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### ์์ฑ ์์
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1. **์๋ฒฝ ์์ **: ์ ๋ต์ ์ธ๋์ ์์นํ ํฌ๋ณ
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2. **๊ฒจ์ธ ํ๋ จ**: ํนํ๊ธฐ ์์ ๋ฅ๋ ฅ
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3. **๋ชฌ์ ๋ฐฐ์น**: ์ ์ฒํ ์์คํ
์ฑ๋ฅ
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4. **์ฌ๋ง ๊ตฌ์ฑ**: ๊ทนํ ๊ณ ์จ ์ ์ ์์คํ
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5. **์ผ๊ฐ ์๋ฌด**: ํฌ๊ตฌ ํ์ผ๊ณผ ์ดํ์
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6. **ํตํฉ ์์ **: ํ๋ ์ ์ฅ ์์คํ
๊ณผ์ ํตํฉ
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### ๊ณ ๊ธ ์์ฑ ๋งค๊ฐ๋ณ์
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- **์๋**: ๋ฌด์์์ฑ ์ ์ด (0-2147483647)
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- **๋ฌด์์ ์๋**: ๊ณ ์ ํ ๋ณํ ์์ฑ
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- **๋๋น/๋์ด**: ์ฌ์ฉ์ ์ ์ ์น์ (256-1024px)
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- **๊ฐ์ด๋์ค ์ค์ผ์ผ**: ํ๋กฌํํธ ์ค์ (0.0-10.0)
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- **์ถ๋ก ๋จ๊ณ**: ํ์ง ๋ ์๋ (1-50)
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- **LoRA ์ค์ผ์ผ**: ํฌ๋ณ ์ธ๋ถ ๊ฐ๋ (0.0-1.0)
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### ๊ธฐ์ ์ฌ์
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- **๊ธฐ๋ณธ ๋ชจ๋ธ**: black-forest-labs/FLUX.1-dev
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- **LoRA ์ด๋ํฐ**: seawolf2357/flux-lora-military-artillery-k9
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- **ํ๋ ์์ํฌ**: Diffusers, PyTorch, Gradio
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- **์ ๋ฐ๋**: ์ต์ ์ฑ๋ฅ์ ์ํ bfloat16
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- **GPU**: CUDA ์ง์ ์ฅ์น ํ์
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- **์ ์ฅ์**: ๋ฉํ๋ฐ์ดํฐ๊ฐ ์๋ ์๋ ์ด๋ฏธ์ง ์์์ฑ
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### FLUX LoRA ๊ตฐ์ฌ K9๋ฅผ ์ ํํด์ผ ํ๋ ์ด์
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1. **๋น๊ตํ ์ ์๋ ์ ํ๋**: ์ค์ ๊ตฐ์ฌ ๋ฐ์ดํฐ์ ๋ํ ํนํ ํ๋ จ
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2. **์ ๋ฌธ๊ฐ ํ์ง**: ์ถํ ์ค๋น๊ฐ ๋ ๊ตฐ์ฌ ์๊ฐํ
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3. **๊ต์ก์ ๊ฐ์น**: ํ์ต ๋ชฉ์ ์ ์ํ ์ ํํ ๋ฌ์ฌ
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4. **์ฐฝ์์ ์์ **: ๋
ํนํ ๊ตฐ์ฌ ์๋๋ฆฌ์ค ์์ฑ
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5. **๊ธฐ์ ์ ์ ๋ฐ๋**: ์ถฉ์คํ ์ฅ๋น ์ธ๋ถ ์ฌํ
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6. **์ฌ์ฉํ๊ธฐ ์ฌ์**: ๊ฐ๋จํ ํ๋กฌํํธ ๊ธฐ๋ฐ ์์ฑ
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### ๊ตฐ์ฌ ์ด๋ฏธ์ง ์์ฑ ๋ชจ๋ฒ ์ฌ๋ก
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- ํ๊ฒฝ ์ปจํ
์คํธ ํฌํจ (์งํ, ๋ ์จ, ํ๋ฃจ ์ค ์๊ฐ)
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- ์์ ์๋๋ฆฌ์ค ์ง์ (ํ๋ จ, ๋ฐฐ์น, ์ ์ง๋ณด์)
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185 |
+
- ๊ธฐ์ ์ ์ธ๋ถ์ฌํญ ์ธ๊ธ (์ฅ๋น ์ํ, ์น๋ฌด์ ์กด์ฌ)
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186 |
+
- ๋๊ธฐ ์์ ์ถ๊ฐ (๋ ์จ ํจ๊ณผ, ์กฐ๋ช
์กฐ๊ฑด)
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187 |
+
- ์ง์ ํ ๊ฒฐ๊ณผ๋ฅผ ์ํด ๊ตฐ์ฌ ์ฉ์ด ์ฌ์ฉ
|
188 |
+
- LoRA ๋ชจ๋ธ์ ํ์ฑํํ๋ ค๋ฉด ํญ์ [trigger] ์ถ๊ฐ
|
189 |
+
|
190 |
+
### ๊ตฐ์ฌ ์๊ฐํ ์์ํ๊ธฐ
|
191 |
+
|
192 |
+
ํ๋ก์ ํธ๋ฅผ ์ํ ์ ๋ฌธ ๊ตฐ์ฌ ํฌ๋ณ ์ด๋ฏธ์ง๋ฅผ ๋ง๋์ธ์. ๊ต์ก ์ฝํ
์ธ , ๊ธฐ์ ๋ฌธ์ ๋๋ ์ฐฝ์ ํ๋์ ์ํด FLUX LoRA ๊ตฐ์ฌ K9๋ ํ์ํ ์ ๋ฐ๋์ ํ์ง์ ์ ๊ณตํฉ๋๋ค.
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193 |
+
|
194 |
+
**์ปค๋ฎค๋ํฐ**: [Discord - Openfree AI](https://discord.gg/openfreeai) | **๋ ๋ง์ AI ์๋น์ค**: [OpenFree Best AI](https://huggingface.co/spaces/openfree/Best-AI)
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