# 🚀 Bengali AI Hugging Face Upload Guide ## 📋 Prerequisites Complete ✅ Your Bengali AI model is fully prepared with all files: - ✅ Model weights (1.4GB) - ✅ Tokenizer files - ✅ Configuration files - ✅ Model card (README.md) ## 🔐 Authentication Required To upload to Hugging Face, you need to authenticate. Choose one method: ### Method 1: Command Line (Recommended) ```bash # Install HF CLI pip install huggingface_hub # Login (will prompt for token) huggingface-cli login # Or set token directly export HF_TOKEN=your_token_here ``` ### Method 2: Get Your Token 1. Go to https://huggingface.co/settings/tokens 2. Create a new token (read/write permissions) 3. Copy the token ### Method 3: Browser Login ```python from huggingface_hub import HfApi api = HfApi() api.login() # Opens browser for login ``` ## 📤 Upload Commands Once authenticated, run this to upload: ```bash # Navigate to your model directory cd /path/to/your/workspace # Upload to Hugging Face huggingface-cli upload megharudushi/Sheikh ready_bengali_ai/ \ --commit-message "Complete Bengali AI model with all files" ``` ## 🎯 Alternative: Manual Upload If CLI doesn't work, you can: 1. **Zip the model directory:** ```bash zip -r bengali_ai_model.zip ready_bengali_ai/ ``` 2. **Upload via web interface:** - Go to https://huggingface.co/new - Choose "Models" - Name: `megharudushi/Sheikh` - Upload the zip file ## 📊 Model Information **Repository:** `megharudushi/Sheikh` **Files:** 11 files including: - `model.bin` (1.4GB) - Model weights - `tokenizer.json` (3.4MB) - Tokenizer config - `vocab.json` (780KB) - Vocabulary - `README.md` - Model documentation - All other necessary configuration files ## 🌐 After Upload Your model will be available at: **https://huggingface.co/megharudushi/Sheikh** Anyone can then use it with: ```python from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("megharudushi/Sheikh") model = AutoModelForCausalLM.from_pretrained("megharudushi/Sheikh") ``` ## 🔧 Troubleshooting **If upload fails:** 1. Check authentication: `huggingface-cli whoami` 2. Verify repository name: `megharudushi/Sheikh` 3. Check internet connection 4. Try different upload method **If repository already exists:** - The upload will update existing files - Use `--force` flag if needed: `huggingface-cli upload megharudushi/Sheikh ready_bengali_ai/ --force` Your Bengali AI model is ready to share with the world! 🌍