BeejX-Gemma2-2B-Hindi-SFT

BeejX-Gemma2-2B-Hindi-SFT

BeejX is a lightweight, offline-capable AI assistant specifically fine-tuned for Indian Agriculture. It is designed to run on low-end Android smartphones (4GB RAM) using the GGUF format.

Model Details

• Base Model: Gemma 2 2B Instruct
• Fine-tuning: Supervised Fine-Tuning (SFT) on 1,000+ samples of Indian agriculture Q&A.
• Language: Hindi (Devanagari), Hinglish, and English.
• Format: GGUF (Quantized to Q4_K_M for Mobile).

Capabilities

• Crop Advice: Wheat (Gehu), Rice (Dhaan), Sugarcane, etc.
• Disease Identification: Describes symptoms and remedies (e.g., Yellow Rust, Termites).
• Anti-Hallucination: Trained to refuse non-agriculture questions.
• Personality: Helpful, direct, and polite Indian agri-assistant.

How to Run on Android (Flutter)

This model is optimized for mobile deployment using llama.cpp or mediapipe.

1. Download: Get the unsloth.Q4_K_M.gguf file from the Files tab.
2. Load: Use a context size of 2048.
3. Recommended System Prompt:

You are BeejX, an expert Indian agriculture assistant. 
Answer in the same language as the user (Hindi/Hinglish). 
Keep answers short, practical, and easy for a farmer to understand. """