Spaces:
Sleeping
Sleeping
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| AI WRITING STUDIO - HUGGINGFACE SPACES READY | |
| ================================================================================ | |
| Your application is now fully configured for HuggingFace Spaces deployment! | |
| QUICK START FOR HF SPACES | |
| ================================================================================ | |
| METHOD 1: Direct Upload (Easiest) | |
| ---------------------------------- | |
| 1. Go to: https://huggingface.co/new-space | |
| 2. Create a Space (choose Gradio SDK) | |
| 3. Upload these files: | |
| - app.py | |
| - requirements.txt | |
| - src/ (entire folder) | |
| - .space_config.yml (optional) | |
| - README_HF_SPACES.md → rename to README.md | |
| 4. Wait for build (~5 min) | |
| 5. Your app is live! | |
| METHOD 2: Git (For Updates) | |
| --------------------------- | |
| 1. Create Space on HuggingFace | |
| 2. Clone: git clone https://huggingface.co/spaces/YOUR_USERNAME/YOUR_SPACE | |
| 3. Copy files to cloned directory | |
| 4. git add . && git commit -m "Deploy" && git push | |
| 5. Monitor build in Logs tab | |
| WHAT WAS ADDED FOR HF SPACES | |
| ================================================================================ | |
| ✓ app.py - HF Spaces entry point (241 lines) | |
| ✓ Updated requirements.txt - HF Spaces compatible deps | |
| ✓ .space_config.yml - HF Spaces configuration | |
| ✓ README_HF_SPACES.md - User documentation for Spaces | |
| ✓ Config updates - Works without .env file | |
| ✓ HF_SPACES_CHECKLIST.md - Deployment checklist | |
| ✓ docs/HUGGINGFACE_SPACES.md - Complete deployment guide | |
| KEY FEATURES FOR HF SPACES | |
| ================================================================================ | |
| ✓ Zero configuration needed - Works out of the box | |
| ✓ No .env file required - Sensible defaults | |
| ✓ Metrics disabled by default - Not needed on HF Spaces | |
| ✓ Text logging - Easier to read in HF Spaces | |
| ✓ Fallback mode - Graceful degradation if imports fail | |
| ✓ Production features - All rubric scoring works | |
| ✓ Caching enabled - Fast repeated analyses | |
| ✓ Error handling - User-friendly error messages | |
| TESTING LOCALLY (BEFORE HF SPACES) | |
| ================================================================================ | |
| # Install dependencies | |
| pip install -r requirements.txt | |
| # Run the app | |
| python app.py | |
| # Visit http://localhost:7860 | |
| # Test with sample text: | |
| "The quick brown fox jumps over the lazy dog. This text demonstrates | |
| good clarity and conciseness while maintaining proper organization." | |
| FILES REQUIRED FOR HF SPACES | |
| ================================================================================ | |
| ESSENTIAL (Must upload): | |
| ✓ app.py | |
| ✓ requirements.txt | |
| ✓ src/writing_studio/ (entire directory with all subdirectories) | |
| RECOMMENDED: | |
| ✓ .space_config.yml | |
| ✓ README_HF_SPACES.md (rename to README.md) | |
| OPTIONAL: | |
| - LICENSE | |
| - configs/ (not needed on HF Spaces) | |
| - docs/ (helpful for links) | |
| HARDWARE RECOMMENDATIONS | |
| ================================================================================ | |
| FREE TIER (CPU Basic): | |
| - Works with distilgpt2 (default) | |
| - First load: 30-60 seconds | |
| - Subsequent: 5-10 seconds | |
| - Perfect for demos and testing | |
| CPU UPGRADE ($0.10/hr): | |
| - Better for gpt2 | |
| - Faster processing | |
| - More memory | |
| T4 GPU ($0.60/hr): | |
| - Best performance | |
| - Large models (gpt2-medium, gpt2-large) | |
| - 2-3 second analyses | |
| CONFIGURATION OPTIONS | |
| ================================================================================ | |
| Default settings (no changes needed): | |
| - Model: distilgpt2 | |
| - Caching: Enabled | |
| - Metrics: Disabled (for HF Spaces) | |
| - Log Format: Text | |
| - Environment: Production | |
| To customize, add in .space_config.yml: | |
| ``` | |
| env: | |
| DEFAULT_MODEL: gpt2 | |
| MAX_TEXT_LENGTH: "5000" | |
| LOG_LEVEL: INFO | |
| ``` | |
| Or set in HF Spaces Settings → Variables | |
| TROUBLESHOOTING | |
| ================================================================================ | |
| Build fails? | |
| → Check requirements.txt syntax | |
| → Ensure all src/ files uploaded | |
| → Review Logs tab | |
| Out of memory? | |
| → Use distilgpt2 (smaller model) | |
| → Upgrade hardware tier | |
| → Reduce CACHE_MAX_SIZE | |
| Slow performance? | |
| → First load is always slow (normal) | |
| → Use distilgpt2 for speed | |
| → Enable caching (default) | |
| → Upgrade hardware | |
| Model not found? | |
| → Check spelling (distilgpt2) | |
| → Use default model | |
| → Check HuggingFace Hub | |
| DOCUMENTATION | |
| ================================================================================ | |
| 📄 HF_SPACES_CHECKLIST.md - Quick deployment checklist | |
| 📄 docs/HUGGINGFACE_SPACES.md - Complete guide (523 lines) | |
| 📄 README_HF_SPACES.md - For users of your Space | |
| 📄 README.md - Full project documentation | |
| 📄 docs/USER_GUIDE.md - How to use the app | |
| 📄 docs/ARCHITECTURE.md - Technical details | |
| SUPPORT | |
| ================================================================================ | |
| Need help? | |
| - Full guide: docs/HUGGINGFACE_SPACES.md | |
| - Checklist: HF_SPACES_CHECKLIST.md | |
| - GitHub: https://github.com/yourusername/writing-studio | |
| - HF Forums: https://discuss.huggingface.co/ | |
| WHAT'S DIFFERENT FROM SELF-HOSTED | |
| ================================================================================ | |
| HuggingFace Spaces: | |
| ✓ No Docker needed | |
| ✓ No server setup | |
| ✓ Free tier available | |
| ✓ Auto-scaling | |
| ✓ SSL included | |
| ✓ 5 min deployment | |
| ✓ Automatic updates | |
| Self-Hosted: | |
| ✓ Full control | |
| ✓ Custom domains | |
| ✓ Private data | |
| ✓ Monitoring stack | |
| ✓ Multiple instances | |
| Both options fully supported! | |
| NEXT STEPS | |
| ================================================================================ | |
| 1. Review HF_SPACES_CHECKLIST.md | |
| 2. Test locally: python app.py | |
| 3. Create HuggingFace Space | |
| 4. Upload files (or git push) | |
| 5. Wait for build | |
| 6. Test your Space | |
| 7. Share with the world! | |
| ESTIMATED TIME | |
| ================================================================================ | |
| - First-time setup: 10-15 minutes | |
| - Subsequent deploys: 2-3 minutes | |
| - Build time: 3-5 minutes | |
| Total: ~20 minutes from zero to live app! | |
| SUCCESS! | |
| ================================================================================ | |
| Your AI Writing Studio is ready for HuggingFace Spaces! | |
| All production features included: | |
| ✓ Real rubric scoring (not mocked!) | |
| ✓ 5 specialized prompt packs | |
| ✓ Visual diff highlighting | |
| ✓ Comprehensive error handling | |
| ✓ Input validation | |
| ✓ Caching for performance | |
| ✓ Structured logging | |
| Good luck with your deployment! 🚀 | |
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