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RaniaLTM/algeria-telecom-ai-agent

Domaine:

natural language processing

Type de record:

software
Créateur:
Ran
Hôte:
# Algeria Telecom 2026 — AI Agent Demo A React web app showcasing the DPO fine-tuned Llama-3-8B model for Algeria Telecom customer support. ## Features - 💬 Live chat with the HuggingFace-hosted model - 📊 Training metrics dashboard (loss curve, ReAct compliance, language distribution) - ℹ️ Model info page - 🌍 Multilingual: Arabic, French, English ## Setup ### 1. Install dependencies ```bash npm install ``` ### 2. Add your HuggingFace token Edit `.env` and replace `your_hf_token_here` with your HF read token: ``` REACT_APP_HF_TOKEN=hf_xxxxxxxxxxxxxxxxxxxx ``` ### 3. Run locally ```bash npm start ``` Opens at localhost ### 4. Build for production ```bash npm run build ``` ## Deploy (free options) - **Vercel**: `npm i -g vercel && vercel` (add HF_TOKEN as env variable in dashboard) - **Netlify**: drag the `build/` folder to netlify.com - **GitHub Pages**: push to GitHub, enable Pages ## Model - Base: `meta-llama/Meta-Llama-3-8B-Instruct` - Fine-tuned: `RaaNiaaa/algeria-telecom-dpo-merged` - Method: DPO with LoRA (r=16) - Best checkpoint: Step 10 (loss: 0.396)

Visit

github.com