JanMitra - Government Schemes Assistant
A fine-tuned Gemma 2B model specialized in Indian government schemes for citizens of Andhra Pradesh, Telangana, and India.
Model Description
JanMitra is fine-tuned on 5000 examples covering government schemes for various citizen personas including farmers, students, pregnant women, senior citizens, weavers, fishermen, and more.
Training Details
| Parameter | Value |
|---|---|
| Base Model | google/gemma-2b-it |
| Training Examples | 5000 |
| Training Steps | 60 |
| LoRA Rank | 16 |
| Learning Rate | 2e-4 |
| Hardware | NVIDIA A40 |
Covered Schemes
- Farmers: YSR Rythu Bharosa, PM-KISAN, crop loan subsidy
- Students: Post Matric Scholarship, NMMS, National Scholarship Portal
- Women: PMMVY, Janani Suraksha Yojana, Stand-Up India
- Business: Mudra Loan, Startup India, Stand-Up India
- Senior Citizens: Old Age Pension, Atal Pension Yojana
- Weavers: Chenetha Mithra Scheme
- Fishermen: Matsyakara Bharosa
Example Output
Input: I am a farmer in Telangana, what schemes are available? Output: Namaste! As a farmer in Telangana, you can benefit from YSR Rythu Bharosa, PM-KISAN.
Developed By
Built for JanMitra - a government schemes assistant helping Indian citizens discover benefits they are entitled to.
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