Reads Indian medical records - prescriptions, lab reports, invoices - into schema JSON.
A fine-tune of Gemma 4 E2B (about 2B effective parameters). Give it a document image and a task tag and it returns JSON in that task's schema, for prescriptions, invoices, lab reports and discharge summaries, plus PII detection. Weights in bf16.
Benchmarks
| Metric | Value | Dataset |
|---|---|---|
| Rubric score (coverage and grounding) (higher is better) | 85.72 | Eka held-out set: 1,147 pages, 5 document types |
Install
Download from Hugging Face
hf download ekacare/parrotlet-v-2.5-pro Links
Topics
vision-language-modeldocument-parsingstructured-extractionmedical-recordsocr-freegemma