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README.md

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 ---
 title: n8n Workflow Generator
 emoji: 🚀
-colorFrom: red
-colorTo: green
+colorFrom: blue
+colorTo: purple
 sdk: gradio
-sdk_version: 4.16.0
+sdk_version: 4.44.0
 app_file: app.py
-pinned: false
+pinned: true
 license: apache-2.0
 ---
 
-# n8n Workflow Generator
+# 🚀 n8n Workflow Generator
 
-Generate n8n workflows using natural language! This app uses a fine-tuned **Qwen2.5-Coder-1.5B** model to convert plain English descriptions into working n8n workflows.
+Generate n8n workflows using natural language! Powered by fine-tuned **Qwen2.5-Coder-1.5B**.
 
-## 🎯 Performance
+## 🎯 Features
 
-- **Overall Test Score:** 92.4%
-- **Training Examples:** 247 curated workflows
-- **Validation Examples:** 44
+- **Natural Language Input**: Describe your workflow in plain English
+- **Instant Generation**: Get TypeScript DSL code in seconds
+- **n8n JSON Export**: Ready to import into your n8n instance
+- **Visual Preview**: See your workflow structure before using it
 
-## 🚀 Features
+## 📊 Performance
 
-- **Natural Language Input:** Describe workflows in plain English
-- **Visual Preview:** See your workflow nodes and connections
-- **TypeScript DSL:** Get clean, production-ready code
-- **n8n JSON Export:** Import directly into your n8n instance
-- **Adjustable Parameters:** Control creativity and output length
+- **Overall Accuracy:** 91.8%
+- **Test Cases:** 24 comprehensive workflow patterns
+- **Grade A:** 83% of test cases
 
-## 📊 Test Results by Category
+## 🚀 How to Use
 
-| Category | Score |
-|----------|-------|
-| Basic Workflows | 100% |
-| Complexity | 96% |
-| Error Handling | 80% |
-| Loops | 67% |
-| Branching | 67% |
-| **Overall** | **92.4%** |
+1. Enter your workflow description (e.g., "Create a webhook that sends data to Slack")
+2. Click "Generate Workflow"
+3. Copy the generated code or n8n JSON
+4. Import into your n8n instance
 
-## 💡 Example Prompts
-
-Try these prompts to see what the model can do:
+## 🎓 Example Prompts
 
 - "Create a webhook that sends data to Slack"
-- "Schedule that runs daily and backs up database to Google Drive"
-- "Webhook receives form data, validates email, saves to Airtable"
-- "Monitor RSS feed and post new items to Twitter"
-- "Fetch GitHub issues, if priority is high send to Slack, else email"
-
-## 🛠️ How It Works
-
-1. **Input:** You describe your workflow in natural language
-2. **Generation:** Fine-tuned Qwen2.5-Coder-1.5B generates TypeScript DSL
-3. **Conversion:** Code is converted to n8n JSON format
-4. **Visualization:** Workflow structure is displayed visually
-5. **Export:** Copy and import into your n8n instance
-
-## 📝 Model Details
-
-- **Base Model:** Qwen/Qwen2.5-Coder-1.5B-Instruct
-- **Fine-tuning Method:** LoRA (Low-Rank Adaptation)
-- **Dataset:** Curated n8n workflows from GitHub
-- **Training Framework:** Transformers + PEFT
-
-## 🎓 Training Details
-
-- **LoRA Rank:** 16
-- **LoRA Alpha:** 32
-- **Learning Rate:** 2e-4
-- **Training Strategy:** Early stopping with validation monitoring
-- **Hardware:** NVIDIA Tesla T4 GPU
-
-## 📖 Usage Tips
-
-- **Be specific:** More details = better results
-- **Use n8n terminology:** Mention specific nodes like "webhook", "Slack", "HTTP Request"
-- **Describe the flow:** "When X happens, do Y, then Z"
-- **Adjust temperature:** Lower (0.1-0.3) for consistency, higher (0.5-0.8) for creativity
-
-## 🔧 Limitations
-
-- Works best with common n8n patterns
-- May struggle with very complex branching (>5 conditions)
-- Advanced error handling might need manual refinement
-- Custom node configurations may need adjustment
+- "Build a workflow that fetches GitHub issues and sends daily summary email"
+- "Webhook receives order, if amount > $1000 send to priority queue"
+- "Schedule that runs every Monday, fetches API data, updates Google Sheets"
 
-## 📄 License
+## 🔗 Links
 
-Apache 2.0
+- [Model Card](https://huggingface.co/Nishan30/n8n-workflow-generator)
+- [GitHub Repository](https://github.com/Nishan30)
 
 ## 🙏 Acknowledgments
 
 Built with:
 - [Qwen2.5-Coder](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct)
+- [Gradio](https://gradio.app/)
 - [Hugging Face Transformers](https://github.com/huggingface/transformers)
-- [PEFT](https://github.com/huggingface/peft)
-- [Gradio](https://gradio.app)