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metadata

title: n8n Workflow Generator
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
license: apache-2.0
models:
  - Nishan30/n8n-workflow-generator-qwen1.5b

🚀 n8n Workflow Generator

Generate n8n workflows using natural language! This app uses a fine-tuned Qwen2.5-Coder-1.5B model to automatically create n8n automation workflows from simple text descriptions.

🎯 Model Performance

Overall Score: 91.2% (657/720 points)
Grade: A - Production Ready! ✅
Training Data: 2,736 curated workflow examples
Test Cases: 24 comprehensive tests across 7 patterns

🎓 How to Use

Describe your workflow in plain English
Click "Generate Workflow"
Copy the generated code or n8n JSON
Import into your n8n instance

📝 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

🔧 Technical Details

Base Model: Qwen/Qwen2.5-Coder-1.5B-Instruct
Fine-tuning: LoRA (Low-Rank Adaptation)
Training: 2,462 train + 274 validation examples
Framework: Transformers + PEFT

🤗 Model Card

View full model card and details

📄 License

Apache 2.0