IlaAI-v1.1

<div align="center"> <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/67a527986b39b58ea8528fb0/i_tvZOmu3un4ABR8Z0Fyp.png" alt="IlaAI Logo" width="120"/>

IlaAI-v1.1 🌱

Earth · Crop · Intelligence

An open-source Agricultural AI for Bharat's Farmers

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🌾 What's New in v1.1?

IlaAI-v1.1 is an improved version of IlaAI-v1 with:

• 5x more training data — 9,000 rows vs 1,800 rows
• Better dataset — KissanAI Thinking-climate-100k (chain-of-thought reasoning)
• More training — 3,000 iterations vs 2,000 iterations
• Better Val Loss — 0.821 vs 0.874
• Multilingual system prompt — responds in user's language

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🚀 Quick Start

from mlx_lm import load, generate
from mlx_lm.sample_utils import make_sampler

model, tokenizer = load("Ila-AI/IlaAI-v1.1")

messages = [
    {"role": "system", "content": "You are IlaAI, an expert agricultural assistant for Indian farmers. Always respond in the same language the user writes in. Keep answers concise, practical and under 200 words."},
    {"role": "user", "content": "My wheat crop has yellow spots on leaves. What should I do?"}
]

text = tokenizer.apply_chat_template(
    messages,
    add_generation_prompt=True,
    tokenize=False
)

sampler = make_sampler(temp=0.7, top_p=0.9)
response = generate(model, tokenizer, prompt=text, max_tokens=1000, sampler=sampler, verbose=True)

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📊 Training Details

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🗣️ Language Support

Full multilingual support coming in IlaAI-v2 with real multilingual agriculture data.

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⚠️ Limitations

• Best performance in English — primary training language
• Hindi — good quality responses
• Other Indian languages — basic support, improving in v2
• Text only — vision model coming separately

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🗺️ Roadmap

✅ Phase 1 — Foundation

• IlaAI-v1 — English agriculture advisory
• IlaAI-v1.1 — Improved English + basic multilingual

🔄 Phase 2 — True Multilingual (v2)

• Real multilingual agriculture data (BPCC + AI4Bharat)
• 22+ Indian languages with proper quality
• Release IlaAI-v2

👁️ Phase 3 — Vision

• Crop disease detection from photos
• IlaAI-Vision model

📱 Phase 4 — Mobile App

• Free Android & iOS app
• On-device inference
• Voice input in Indian languages

🌍 Phase 5 — Global

• Expand beyond India
• Support farmers worldwide
• API for developers

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📜 License

Apache 2.0 — free to use, fine-tune, and build upon.

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🙏 Acknowledgements

• KissanAI for open-sourcing Dhenu models and datasets
• Qwen Team for Qwen3 base models
• Apple MLX Team for MLX framework
• Every Indian farmer who inspired this project 🌾

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<div align="center"> <b>For the hands that feed a billion 🌾</b><br/> <a href="https://huggingface.co/Ila-AI">HuggingFace</a> · <a href="https://github.com/IlaAI">GitHub</a> </div>