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docs: Update README for 13-model multi-model chatbot system
Browse filesDocumentation Updates:
- Update title to "Multi-Model Korean LLM Chatbot"
- Add 13 model listing (10 Public + 3 Gated)
- Highlight 3 new Korean models (EXAONE 7.8B/2.4B, Llama-3 Open-Ko)
- Update sdk_version to 5.49.1
New Sections:
- Model selection guide (speed vs quality vs ecosystem)
- Lazy loading system documentation
- Cache management explanation
- Gated model access instructions
- Local setup with .env file configuration
Updated Information:
- Dependencies: gradio 5.49.1, transformers 4.57.1, torch 2.9.0
- Performance metrics for 13-model system
- Hardware requirements and recommendations
- Space URL update to catchitplay/simple-chatbot-gradio
Technical Details:
- Document check_model_cached() function
- Explain lazy loading implementation
- Add HF_TOKEN setup instructions
- Include model download size and time estimates
๐ค Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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---
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title:
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emoji: ๐ค
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colorFrom: blue
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sdk: gradio
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sdk_version: 5.
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app_file: app.py
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pinned: false
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license: mit
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---
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# ๐ค
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## โจ ์ฃผ์ ํน์ง
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## ๐ฏ ๋ชจ๋ธ
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## ๐ ํ๋์จ์ด ์ต์
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### Option 1: ZeroGPU (์ถ์ฒ)
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**์ฅ์ **:
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- โก ๋น ๋ฅธ ์๋ต (3-
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- ๐ฐ ์ ๋ ดํ ๋น์ฉ ($9/month)
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- ๐ ์๋ GPU ํ ๋น/ํด์
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- ๐ง ๊ฐ๋จํ ์ค์
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**์ ์ฝ**:
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- ๐ข ๋๋ฆฐ ์๋ต (
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- ๐ต ์๋์ ์ผ๋ก ๋น์ผ ๋น์ฉ
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**๋น์ฉ**: $0.03/hour (์ ์ฝ $22)
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| ํญ๋ชฉ | ZeroGPU | CPU Upgrade |
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|------|---------|-------------|
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| **์ฒซ ์๋ต** | 10-
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| **์ดํ ์๋ต** | 3-
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| **์ผ์ผ ํ๋** | 25๋ถ | ๋ฌด์ ํ |
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| **์ ๋น์ฉ** | $9 | $22 |
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| **GPU** | H200 (70GB) | ์์ |
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# ์กฐ๊ฑด๋ถ decorator ์ ์ฉ
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if ZEROGPU_AVAILABLE:
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@spaces.GPU(duration=120)
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def generate_response(
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return generate_response_impl(
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```
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###
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## ๐ ์ฌ์ฉ ๋ฐฉ๋ฒ
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### 1. Space ์ ์
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https://huggingface.co/spaces/
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### 2.
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### 3. ๋ํ ์์
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ํ๊ตญ์ ์๋๋ ๏ฟฝ๏ฟฝ๋์ธ๊ฐ์?
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```
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## ๐ก
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### ZeroGPU ๋ชจ๋
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1. **์งง์ ๋ํ**: ๊ธด ๋ํ๋ GPU ์๊ฐ ์๋ชจ
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2. **ํจ์จ์ ํ๋กฌํํธ**: ๋ช
ํํ๊ณ ๊ฐ๊ฒฐํ ์ง๋ฌธ
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3. **์ผ์ผ ํ๋ ๊ด๋ฆฌ**: 25๋ถ ๋ด ์ฌ์ฉ
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### CPU Upgrade ๋ชจ๋
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1. **์ธ๋ด์ฌ**: ์๋ต ๋๊ธฐ ์๊ฐ ๊ธธ์ด์ง
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3. **์ฅ์๊ฐ ์ฌ์ฉ**: 24์๊ฐ ๋ฌด์ ํ
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## ๐ ํ๋์จ์ด ์ ํ ์๋๋ฆฌ์ค
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### ์๋๋ฆฌ์ค 1: ๋น ๋ฅธ ๋ฐ๋ชจ (ZeroGPU)
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- ๋น ๋ฅธ ์๋ต์ผ๋ก ์ข์ ์ธ์
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## โ ๏ธ ์ ํ์ฌํญ
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### ๊ณตํต
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- **๋ชจ๋ธ ํฌ๊ธฐ**: 14GB (๋ก๋ฉ ์๊ฐ ํ์)
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- **์ปจํ
์คํธ**: ์ต๊ทผ 3ํด๋ง ์ ์ง
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- **ํ๊ธ ํนํ**: ์์ด ์
๋ ฅ ์ ํ์ง ๋ฎ์
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### ZeroGPU ์ ์ฉ
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- **์ผ์ผ ํ๋**: 25๋ถ (PRO ๊ตฌ๋
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- **๋๊ธฐ์ด**: ์ฌ์ฉ์ ๋ง์ ๊ฒฝ์ฐ ๋๊ธฐ
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- **PRO ํ์**: $9/month ๊ตฌ๋
ํ์
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### CPU Upgrade ์ ์ฉ
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- **๋น์ฉ**: ์๊ฐ๋น $0.03 ($22/month)
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- **์ฑ๋ฅ**: GPU ๋๋น 10๋ฐฐ ์ด์ ๋๋ฆผ
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## ๐ฆ ๋ก์ปฌ ์คํ
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```bash
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# ์ ์ฅ์ ํด๋ก
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git clone
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cd simple-chatbot-gradio
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# ์์กด์ฑ ์ค์น
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pip install -r requirements.txt
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export HF_TOKEN=your_hugging_face_token
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python app.py
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```
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## ๐ ๏ธ ๊ธฐ์ ์คํ
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- **ํ๋ ์์ํฌ**: Gradio 5.
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- **ML ๋ผ์ด๋ธ๋ฌ๋ฆฌ**: Transformers, PyTorch
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- **GPU ์ธํ๋ผ**: Hugging Face ZeroGPU (์ ํ์ )
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- **์ธ์ด**: Python 3.10+
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## ๐ Dependencies
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```txt
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gradio==5.
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transformers==4.
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torch==2.
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safetensors==0.
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```
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## ๐ ๊ด๋ จ ๋ฆฌ์์ค
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- [ZeroGPU Documentation](https://huggingface.co/docs/hub/spaces-zerogpu)
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- [Gradio Documentation](https://www.gradio.app/docs)
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- [HF Spaces Pricing](https://huggingface.co/pricing)
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## ๐ ๋ผ์ด์ ์ค
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**๐ก TIP**:
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---
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title: Multi-Model Korean LLM Chatbot
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emoji: ๐ค
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: 5.49.1
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app_file: app.py
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pinned: false
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license: mit
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---
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# ๐ค Multi-Model Korean LLM Chatbot
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13๊ฐ์ ๋ค์ํ ํ๊ตญ์ด LLM ๋ชจ๋ธ์ ์ ํํ์ฌ ๋ํํ ์ ์๋ ๋ฉํฐ๋ชจ๋ธ ์ฑ๋ด์
๋๋ค. **ZeroGPU**์ **CPU Upgrade** ํ๋์จ์ด๋ฅผ ๋ชจ๋ ์ง์ํฉ๋๋ค.
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## โจ ์ฃผ์ ํน์ง
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- **๐ฏ 13๊ฐ ๋ชจ๋ธ ์ ํ**: ๋ค์ํ ํฌ๊ธฐ์ ํน์ฑ์ LLM ๋ชจ๋ธ ์ง์
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- **๐ฐ๐ท ํ๊ธ ์ต์ ํ**: ํ๊ตญ์ด ์ฑ๋ฅ์ด ์ฐ์ํ ๋ชจ๋ธ๋ค๋ก ๊ตฌ์ฑ
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- **โก ์ ์ฐํ ํ๋์จ์ด**: ZeroGPU/CPU Upgrade ์๋ ๊ฐ์ง
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- **๐พ ์บ์ ์์คํ
**: ๋ชจ๋ธ ์ฌ๋ค์ด๋ก๋ ๋ฐฉ์ง, ๋น ๋ฅธ ๋ก๋ฉ
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- **๐ Lazy Loading**: ์ ํํ ๋ชจ๋ธ๋ง ๋ก๋ํ์ฌ ๋ฆฌ์์ค ์ ์ฝ
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## ๐ฏ ์ง์ ๋ชจ๋ธ (13๊ฐ)
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### ๐ ์ถ์ฒ ํ๊ตญ์ด ๋ชจ๋ธ
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| ๋ชจ๋ธ | ํฌ๊ธฐ | ํน์ง | ์ํ |
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|------|------|------|------|
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| **EXAONE 3.5 7.8B** | 7.3GB | โญ ํ๋ผ๋ฏธํฐ ๋๋น ์ต๊ณ ํจ์จ | Public |
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| **EXAONE 3.5 2.4B** | 2.2GB | โก ์ด๊ฒฝ๋, ๋น ๋ฅธ ์๋ต | Public |
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| **Llama-3 Open-Ko 8B** | 7.5GB | ๐ฅ Llama 3 ์ํ๊ณ | Public |
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### ๐ ์ ์ฒด ๋ชจ๋ธ ๋ชฉ๋ก
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#### Public ๋ชจ๋ธ (10๊ฐ)
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1. LGAI-EXAONE/EXAONE-3.5-7.8B-Instruct
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2. LGAI-EXAONE/EXAONE-3.5-2.4B-Instruct
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3. beomi/Llama-3-Open-Ko-8B
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4. Qwen/Qwen2.5-7B-Instruct
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5. Qwen/Qwen2.5-14B-Instruct
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6. 01-ai/Yi-1.5-9B-Chat
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7. 01-ai/Yi-1.5-34B-Chat
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8. mistralai/Mistral-7B-Instruct-v0.3
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9. upstage/SOLAR-10.7B-Instruct-v1.0
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10. EleutherAI/polyglot-ko-5.8b
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#### Gated ๋ชจ๋ธ (3๊ฐ) ๐
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11. meta-llama/Llama-3.1-8B-Instruct
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12. meta-llama/Llama-3.1-70B-Instruct
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13. CohereForAI/aya-23-8B
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> **์ฐธ๊ณ **: Gated ๋ชจ๋ธ์ Hugging Face์์ ๋ณ๋ ์น์ธ ํ์
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## ๐ ํ๋์จ์ด ์ต์
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### Option 1: ZeroGPU (์ถ์ฒ)
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**์ฅ์ **:
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- โก ๋น ๋ฅธ ์๋ต (3-10์ด)
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- ๐ฐ ์ ๋ ดํ ๋น์ฉ ($9/month)
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- ๐ ์๋ GPU ํ ๋น/ํด์
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- ๐ง ๊ฐ๋จํ ์ค์
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**์ ์ฝ**:
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- ๐ข ๋๋ฆฐ ์๋ต (15์ด~2๋ถ)
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- ๐ต ์๋์ ์ผ๋ก ๋น์ผ ๋น์ฉ
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**๋น์ฉ**: $0.03/hour (์ ์ฝ $22)
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| ํญ๋ชฉ | ZeroGPU | CPU Upgrade |
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|------|---------|-------------|
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| **์ฒซ ์๋ต** | 10-20์ด | 1-3๋ถ |
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| **์ดํ ์๋ต** | 3-10์ด | 15์ด~2๋ถ |
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| **์ผ์ผ ํ๋** | 25๋ถ | ๋ฌด์ ํ |
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| **์ ๋น์ฉ** | $9 | $22 |
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| **GPU** | H200 (70GB) | ์์ |
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# ์กฐ๊ฑด๋ถ decorator ์ ์ฉ
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if ZEROGPU_AVAILABLE:
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@spaces.GPU(duration=120)
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def generate_response(messages):
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return generate_response_impl(messages)
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else:
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+
def generate_response(messages):
|
| 134 |
+
return generate_response_impl(messages)
|
| 135 |
```
|
| 136 |
|
| 137 |
+
### Lazy Loading ์์คํ
|
| 138 |
+
|
| 139 |
+
- ์ ํํ ๋ชจ๋ธ๋ง ๋ฉ๋ชจ๋ฆฌ์ ๋ก๋
|
| 140 |
+
- ๋ชจ๋ธ ์ ํ ์ ์ด์ ๋ชจ๋ธ ์๋ ์ธ๋ก๋
|
| 141 |
+
- ์บ์ ํ์ธ์ผ๋ก ์ฌ๋ค์ด๋ก๋ ๋ฐฉ์ง
|
| 142 |
+
- ๋์คํฌ์์ ๋น ๋ฅธ ๋ก๋ฉ (์บ์๋ ๊ฒฝ์ฐ)
|
| 143 |
|
| 144 |
+
### ์บ์ ๊ด๋ฆฌ
|
| 145 |
+
|
| 146 |
+
```python
|
| 147 |
+
def check_model_cached(model_name):
|
| 148 |
+
"""Check if model is already downloaded in HF cache"""
|
| 149 |
+
from huggingface_hub import scan_cache_dir
|
| 150 |
+
cache_info = scan_cache_dir()
|
| 151 |
+
|
| 152 |
+
for repo in cache_info.repos:
|
| 153 |
+
if repo.repo_id == model_name:
|
| 154 |
+
return True
|
| 155 |
+
return False
|
| 156 |
+
```
|
| 157 |
|
| 158 |
## ๐ ์ฌ์ฉ ๋ฐฉ๋ฒ
|
| 159 |
|
| 160 |
### 1. Space ์ ์
|
| 161 |
|
| 162 |
+
https://huggingface.co/spaces/catchitplay/simple-chatbot-gradio
|
| 163 |
|
| 164 |
+
### 2. ๋ชจ๋ธ ์ ํ
|
| 165 |
|
| 166 |
+
- ๋๋กญ๋ค์ด์์ ์ํ๋ ๋ชจ๋ธ ์ ํ
|
| 167 |
+
- ์บ์ ์ํ ํ์ธ (๐พ ์บ์๋จ / ๐ฅ ๋ค์ด๋ก๋ ํ์)
|
| 168 |
+
- ์ฒซ ์ฌ์ฉ ์ ๋ชจ๋ธ ๋ค์ด๋ก๋ (2-14GB, 5-20๋ถ)
|
| 169 |
|
| 170 |
### 3. ๋ํ ์์
|
| 171 |
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|
|
| 175 |
ํ๊ตญ์ ์๋๋ ๏ฟฝ๏ฟฝ๋์ธ๊ฐ์?
|
| 176 |
```
|
| 177 |
|
| 178 |
+
## ๐ก ๋ชจ๋ธ ์ ํ ๊ฐ์ด๋
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|
| 179 |
|
| 180 |
+
### ๋น ๋ฅธ ์๋ต์ด ํ์ํ ๊ฒฝ์ฐ
|
| 181 |
+
- **EXAONE 3.5 2.4B** โก (2.2GB) - ๊ฐ์ฅ ๋น ๋ฆ
|
| 182 |
+
- **Mistral 7B** (7GB) - ๊ฒฝ๋ ๋ชจ๋ธ
|
| 183 |
|
| 184 |
+
### ํ์ง ์ค์
|
| 185 |
+
- **EXAONE 3.5 7.8B** โญ (7.3GB) - ํจ์จ์ฑ ์ต๊ณ
|
| 186 |
+
- **Qwen2.5 14B** (14GB) - ๋ค๊ตญ์ด ๊ฐ์
|
| 187 |
+
- **SOLAR 10.7B** (10GB) - ํ๊ตญ์ด ํนํ
|
| 188 |
|
| 189 |
+
### ์ต๊ณ ์ฑ๋ฅ (๋๋ฆผ)
|
| 190 |
+
- **Llama 3.1 70B** ๐ (70GB) - ์ต๊ณ ํ์ง
|
| 191 |
+
- **Yi 1.5 34B** (34GB) - ๊ธด ๋ฌธ๋งฅ
|
| 192 |
|
| 193 |
+
### Llama ์ํ๊ณ
|
| 194 |
+
- **Llama-3 Open-Ko 8B** ๐ฅ (7.5GB)
|
| 195 |
+
- **Llama 3.1 8B** ๐ (8GB)
|
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|
| 196 |
|
| 197 |
## ๐ฆ ๋ก์ปฌ ์คํ
|
| 198 |
|
| 199 |
+
### ์ค์น
|
| 200 |
+
|
| 201 |
```bash
|
| 202 |
# ์ ์ฅ์ ํด๋ก
|
| 203 |
+
git clone https://github.com/catchitplay/simple-chatbot-gradio.git
|
| 204 |
cd simple-chatbot-gradio
|
| 205 |
|
| 206 |
+
# ๊ฐ์ํ๊ฒฝ ์์ฑ (๊ถ์ฅ)
|
| 207 |
+
python -m venv venv
|
| 208 |
+
source venv/bin/activate # Windows: venv\Scripts\activate
|
| 209 |
+
|
| 210 |
# ์์กด์ฑ ์ค์น
|
| 211 |
pip install -r requirements.txt
|
| 212 |
+
```
|
| 213 |
+
|
| 214 |
+
### .env ํ์ผ ์ค์
|
| 215 |
+
|
| 216 |
+
```bash
|
| 217 |
+
# .env ํ์ผ ์์ฑ
|
| 218 |
+
echo "HF_TOKEN=your_hugging_face_token" > .env
|
| 219 |
+
```
|
| 220 |
+
|
| 221 |
+
**HF_TOKEN ๋ฐ๊ธ ๋ฐฉ๋ฒ**:
|
| 222 |
+
1. https://huggingface.co/settings/tokens ์ ์
|
| 223 |
+
2. "New token" ํด๋ฆญ
|
| 224 |
+
3. "Read" ๊ถํ ์ ํ
|
| 225 |
+
4. ์์ฑ๋ ํ ํฐ ๋ณต์ฌ
|
| 226 |
|
| 227 |
+
### ์คํ
|
|
|
|
| 228 |
|
| 229 |
+
```bash
|
| 230 |
python app.py
|
| 231 |
```
|
| 232 |
|
| 233 |
+
๋ธ๋ผ์ฐ์ ์์ http://localhost:7860 ์ ์
|
| 234 |
+
|
| 235 |
+
**์ฐธ๊ณ **:
|
| 236 |
+
- ๋ก์ปฌ์ CPU/GPU ์๋ ๊ฐ์ง
|
| 237 |
+
- GPU ๊ถ์ฅ (CUDA ํ์)
|
| 238 |
+
- ์ฒซ ์คํ ์ ๋ชจ๋ธ ๋ค์ด๋ก๋ (์๊ฐ ์์)
|
| 239 |
|
| 240 |
## ๐ ๏ธ ๊ธฐ์ ์คํ
|
| 241 |
|
| 242 |
+
- **ํ๋ ์์ํฌ**: Gradio 5.49.1
|
| 243 |
+
- **ML ๋ผ์ด๋ธ๋ฌ๋ฆฌ**: Transformers 4.57.1, PyTorch 2.9.0
|
| 244 |
- **GPU ์ธํ๋ผ**: Hugging Face ZeroGPU (์ ํ์ )
|
| 245 |
- **์ธ์ด**: Python 3.10+
|
| 246 |
|
| 247 |
## ๐ Dependencies
|
| 248 |
|
| 249 |
```txt
|
| 250 |
+
gradio==5.49.1
|
| 251 |
+
transformers==4.57.1
|
| 252 |
+
torch==2.9.0
|
| 253 |
+
safetensors==0.6.2
|
| 254 |
+
sentencepiece==0.2.0
|
| 255 |
+
protobuf==4.25.1
|
| 256 |
+
python-dotenv==1.0.0
|
| 257 |
```
|
| 258 |
|
| 259 |
+
## ๐ Gated ๋ชจ๋ธ ์ฌ์ฉ๋ฒ
|
| 260 |
+
|
| 261 |
+
### 1. ๋ชจ๋ธ ์น์ธ ์์ฒญ
|
| 262 |
+
|
| 263 |
+
๊ฐ Gated ๋ชจ๋ธ ํ์ด์ง์์ "Request Access" ํด๋ฆญ:
|
| 264 |
+
- https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct
|
| 265 |
+
- https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct
|
| 266 |
+
- https://huggingface.co/CohereForAI/aya-23-8B
|
| 267 |
+
|
| 268 |
+
### 2. HF_TOKEN ์ค์
|
| 269 |
+
|
| 270 |
+
์น์ธ ํ HF_TOKEN์ .env ํ์ผ์ ์ค์ (์ ์ฐธ์กฐ)
|
| 271 |
+
|
| 272 |
+
### 3. Space Secrets ์ค์ (HF Spaces)
|
| 273 |
+
|
| 274 |
+
Space Settings โ Repository secrets:
|
| 275 |
+
- Name: `HF_TOKEN`
|
| 276 |
+
- Value: `your_token_here`
|
| 277 |
+
|
| 278 |
+
## โ ๏ธ ์ ํ์ฌํญ
|
| 279 |
+
|
| 280 |
+
### ๊ณตํต
|
| 281 |
+
- **๋ชจ๋ธ ํฌ๊ธฐ**: 2-70GB (๋ก๋ฉ ์๊ฐ ํ์)
|
| 282 |
+
- **์ปจํ
์คํธ**: ๋ํ ํ์คํ ๋ฆฌ ์ ์ง
|
| 283 |
+
- **๋ฉ๋ชจ๋ฆฌ**: ํฐ ๋ชจ๋ธ์ GPU/๊ณ ์ฉ๋ RAM ํ์
|
| 284 |
+
|
| 285 |
+
### ZeroGPU ์ ์ฉ
|
| 286 |
+
- **์ผ์ผ ํ๋**: 25๋ถ (PRO ๊ตฌ๋
)
|
| 287 |
+
- **๋๊ธฐ์ด**: ์ฌ์ฉ์ ๋ง์ ๊ฒฝ์ฐ ๋๊ธฐ
|
| 288 |
+
- **PRO ํ์**: $9/month ๊ตฌ๋
ํ์
|
| 289 |
+
|
| 290 |
+
### CPU Upgrade ์ ์ฉ
|
| 291 |
+
- **๋๋ฆฐ ์๋**: GPU ๋๋น 10-30๋ฐฐ ๋๋ฆผ
|
| 292 |
+
- **๋น์ฉ**: ์๊ฐ๋น $0.03 ($22/month)
|
| 293 |
+
- **๋ฉ๋ชจ๋ฆฌ ์ ์ฝ**: 32GB RAM (๋ํ ๋ชจ๋ธ ์ ์ฝ)
|
| 294 |
+
|
| 295 |
## ๐ ๊ด๋ จ ๋ฆฌ์์ค
|
| 296 |
|
| 297 |
+
### ๋ชจ๋ธ ์นด๋
|
| 298 |
+
- [EXAONE 3.5](https://huggingface.co/LGAI-EXAONE)
|
| 299 |
+
- [Llama 3 Open-Ko](https://huggingface.co/beomi/Llama-3-Open-Ko-8B)
|
| 300 |
+
- [Qwen2.5](https://huggingface.co/Qwen)
|
| 301 |
+
- [SOLAR](https://huggingface.co/upstage/SOLAR-10.7B-Instruct-v1.0)
|
| 302 |
+
|
| 303 |
+
### ๋ฌธ์
|
| 304 |
- [ZeroGPU Documentation](https://huggingface.co/docs/hub/spaces-zerogpu)
|
| 305 |
- [Gradio Documentation](https://www.gradio.app/docs)
|
| 306 |
+
- [HF Spaces Config](https://huggingface.co/docs/hub/spaces-config-reference)
|
| 307 |
- [HF Spaces Pricing](https://huggingface.co/pricing)
|
| 308 |
|
| 309 |
## ๐ ๋ผ์ด์ ์ค
|
|
|
|
| 316 |
|
| 317 |
---
|
| 318 |
|
| 319 |
+
**๐ก TIP**:
|
| 320 |
+
- ๋น ๋ฅธ ํ
์คํธ: EXAONE 2.4B โก
|
| 321 |
+
- ๊ท ํ์กํ ์ฑ๋ฅ: EXAONE 7.8B โญ
|
| 322 |
+
- ์ต๊ณ ํ์ง: Llama 3.1 70B ๐ (๋๋ฆผ)
|