| --- |
| language: |
| - hi |
| - en |
| tags: |
| - agriculture |
| - farming |
| - india |
| - gemma |
| - gguf |
| - text-generation-inference |
| - conversational |
| - unsloth |
| base_model: unsloth/gemma-2-2b-it-bnb-4bit |
| license: gemma |
| pipeline_tag: text-generation |
| --- |
| |
| # 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](https://huggingface.co/google/gemma-2-2b-it) |
| - **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](./tree/main). |
| 2. **Load:** Use a context size of `2048`. |
| 3. **Recommended System Prompt:** |
| ```text |
| 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. """ |
