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A newer version of the Gradio SDK is available: 6.25.0

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metadata 
title: Climate Misinformation Detection with LoRA & XAI
emoji: 🌿
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 4.28.3
app_file: app.py
pinned: false
license: mit

🌿 LoRA 기반 κΈ°ν›„λ³€ν™” ν—ˆμœ„μ •λ³΄ 검증 및 XAI μ‹œμŠ€ν…œ

λ³Έ ν”„λ‘œμ νŠΈλŠ” LoRA(Low-Rank Adaptation) μ–΄λŒ‘ν„° λͺ¨λΈκ³Ό XAI(μ–΄ν…μ…˜ 뢄석) 기법을 ν™œμš©ν•˜μ—¬ κΈ°ν›„λ³€ν™” 및 λ―Έμ„Έν”ŒλΌμŠ€ν‹± κ΄€λ ¨ ν…μŠ€νŠΈμ˜ ν—ˆμœ„ μ—¬λΆ€λ₯Ό νŒλ³„ν•˜λŠ” μ›Ή μΈν„°νŽ˜μ΄μŠ€μž…λ‹ˆλ‹€.

πŸ“‹ Model Card μš”μ•½ 및 ν•œκ³„ 고지

  1. λͺ¨λΈ κ°œμš”: Base LLM + LoRA Fine-Tuning (lora_climate_misinfo)
  2. μ˜λ„λœ μ‚¬μš©: κΈ°ν›„λ³€ν™”/ν™˜κ²½ κ΄€λ ¨ μ£Όμž₯ ν…μŠ€νŠΈμ˜ ν—ˆμœ„μ„± 검증 보쑰 도ꡬ (μ˜ν•™/법λ₯ μ  νŒλ‹¨μš© μ‚¬μš© κΈˆμ§€)
  3. μ£Όμš” ν•œκ³„:
    • μΉ­μ°¬/λΉ„κΌ¬λŠ” ν‘œν˜„(λ°˜μ–΄λ²•)이 ν¬ν•¨λœ λΉ„μ •ν˜• λ¬Έμž₯μ—μ„œ νŒμ • 였λ₯˜ λ°œμƒ κ°€λŠ₯ (μœ„ν—˜λ„: λ†’μŒ)
    • λ³΅μž‘ν•œ scientific jargon λ˜λŠ” μ „λ¬Έ ν•™μˆ  μš©μ–΄ μ˜€λ°˜μ‘ κ°€λŠ₯μ„± (μœ„ν—˜λ„: 쀑간)
  4. μ±…μž„ μ„ μ–Έ: κ°œλ°œμžλŠ” 이 λͺ¨λΈμ˜ ν•œκ³„λ₯Ό 사전 κ³ μ§€ν•˜μ˜€μœΌλ©°, λ³Έ μ„œλΉ„μŠ€ ν•˜λ‹¨μ˜ [이의 제기] 창ꡬλ₯Ό 톡해 ν”Όλ“œλ°±μ„ μ ‘μˆ˜ν•©λ‹ˆλ‹€.