You can deploy this model and start earning money today!

KrishnanDevilking/
jarvis-intent-classifier

Name: jarvis-intent-classifier
Availability: InStock

sentence-transformers

intent-classification

assistant

scikit-learn

text-classification

sentence-transformers/all-MiniLM-L6-v2

finetune

mit

Views

No views yet

🧠 Jarvis Intent Classifier

A lightweight CPU-friendly intent classification model that detects user commands
and returns both a natural response and a system action command.

This model is ideal for building local AI assistants that can interact with your operating system
(e.g., open apps, control volume, restart, sleep, or play music).

🏗️ Model Overview

Component	Description
Base Model	`sentence-transformers/all-MiniLM-L6-v2` (384-dim embeddings)
Classifier	`LogisticRegression` (scikit-learn)
Dataset	Custom OS command dataset with examples, responses, and Python actions
Frameworks	`sentence-transformers`, `scikit-learn`
Runs on	CPU (no GPU needed)
License	MIT

🧩 Example Input → Output

Input:

text

restart my computer

{
  "intent": "system_restart",
  "response": "System restart initiated...",
  "action": "os.system('shutdown /r /t 1')"
}


## 📜 License

This model is released under the **MIT License**.  
You may use, modify, and distribute it freely with attribution.

---

## 📖 Citation

If you use this model, please cite:

@software{jarvis_intent_classifier,
  title={Jarvis Intent Classifier},
  author={Arul Krishnan},
  year={2025},
  publisher={Hugging Face Hub},
  url={https://huggingface.co/KrishnanDevilking/jarvis-intent-classifier}
}