How to use from
Unsloth Studio
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for carefood/agent1-health-analysis-8b-gguf to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for carefood/agent1-health-analysis-8b-gguf to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for carefood/agent1-health-analysis-8b-gguf to start chatting
Quick Links

Health Analysis Agent (GGUF)

๋ชจ๋ธ ์„ค๋ช…

๊ฑด๊ฐ• ์„ค๋ฌธ์กฐ์‚ฌ ๊ฒฐ๊ณผ๋ฅผ ๋ถ„์„ํ•˜์—ฌ ์‚ฌ์šฉ์ž์˜ ๊ฑด๊ฐ• ์ƒํƒœ๋ฅผ ํ‰๊ฐ€ํ•˜๋Š” ์ „๋ฌธ AI

์ฃผ์š” ๊ธฐ๋Šฅ: ์„ค๋ฌธ์กฐ์‚ฌ โ†’ ๊ฑด๊ฐ•์ƒํƒœ ๋ถ„์„

๊ธฐ์ˆ  ์„ธ๋ถ€์‚ฌํ•ญ

  • Base Model: MLP-KTLim/llama-3-Korean-Bllossom-8B
  • Fine-tuning Method: LoRA (Low-Rank Adaptation)
  • Quantization: 8-bit during training
  • Format: GGUF
  • Language: Korean (ํ•œ๊ตญ์–ด)

์‚ฌ์šฉ ๋ฐฉ๋ฒ•

GGUF ๋ฒ„์ „

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("carefood/agent1-health-analysis-8bgguf")
model = AutoModelForCausalLM.from_pretrained("carefood/agent1-health-analysis-8bgguf")

# ์‚ฌ์šฉ ์˜ˆ์‹œ
prompt = "์„ค๋ฌธ์กฐ์‚ฌ ๊ฒฐ๊ณผ๋ฅผ ๋ถ„์„ํ•ด์ฃผ์„ธ์š”..."
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=512)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)

ํ›ˆ๋ จ ๋ฐ์ดํ„ฐ

  • ํ•œ๊ตญ์ธ ๊ฑด๊ฐ• ์„ค๋ฌธ์กฐ์‚ฌ ๋ฐ์ดํ„ฐ
  • ์งˆ๋ณ‘๋ณ„ ์˜์–‘ ์ •๋ณด
  • ์‹์žฌ๋ฃŒ ์ถ”์ฒœ ๋ฐ์ดํ„ฐ

์ œํ•œ์‚ฌํ•ญ

  • ์˜๋ฃŒ์ง„์˜ ์ „๋ฌธ์  ์ง„๋‹จ์„ ๋Œ€์ฒดํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค
  • ์ฐธ๊ณ ์šฉ ์ •๋ณด๋กœ๋งŒ ํ™œ์šฉํ•ด์ฃผ์„ธ์š”
  • ์‹ฌ๊ฐํ•œ ๊ฑด๊ฐ• ๋ฌธ์ œ๋Š” ๋ฐ˜๋“œ์‹œ ์˜๋ฃŒ์ง„๊ณผ ์ƒ๋‹ดํ•˜์„ธ์š”

๊ฐœ๋ฐœ์ž


์ด ๋ชจ๋ธ์€ ๊ฑด๊ฐ• ๊ด€๋ฆฌ ๋ณด์กฐ ๋ชฉ์ ์œผ๋กœ๋งŒ ์‚ฌ์šฉํ•ด์ฃผ์„ธ์š”.

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GGUF
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8B params
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llama
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