AgriChat Multilingual: Agricultural Assistant

AgriChat Multilingual is a specialized chatbot developed by mesabo, built upon the Qwen2-0.5B-Instruct base model and fine-tuned using LoRA. With 0.5 billion parameters and a context length of 131072 tokens, this model is uniquely designed to provide agricultural assistance, focusing on the needs of farmers, especially in West Africa.

Key Capabilities

• Multilingual Support: Communicates in 7 languages: English, French, Spanish, Portuguese, Swahili, Japanese, and Arabic.
• Agricultural Expertise: Provides guidance on crop disease identification (e.g., cassava mosaic, maize leaf blight), farming practices (e.g., organic pest control, soil health), and pest management.
• Efficient Training: Fine-tuned with only 38 curated Q&A examples across all supported languages, demonstrating effective domain adaptation with minimal data.

Use Cases and Limitations

This model is intended for agricultural extension workers, small-scale farmers, and educational platforms. It excels at addressing common crop diseases and farming practices relevant to its training domain. However, it's important to note its limitations: it was fine-tuned on a limited dataset and may not cover highly specialized or rare conditions. Responses should always be verified with local agricultural experts to ensure accuracy and applicability.