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Medra I1 GGUF

Developed by mradermacher
Medra is a quantized language model fine-tuned on medical datasets, specializing in medical Q&A and summarization tasks.
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Release Time : 5/5/2025

Model Overview

Medra is a language model optimized for the medical field, supporting English and Romanian, capable of performing tasks such as medical Q&A and summarization. The model is quantized, offering multiple quantized versions to suit different hardware requirements.

Model Features

Medical Domain Optimization
Fine-tuned on medical datasets such as PubMedQA, Dermatology Q&A Dataset, and MedQuAD, delivering excellent performance in the medical field.
Multiple Quantized Versions
Offers various quantized versions from IQ1_S to Q6_K to accommodate different hardware environments and performance needs.
Multilingual Support
Supports English and Romanian, suitable for multilingual medical applications.
Efficient Inference
After quantization, the model size is significantly reduced, enabling efficient operation in resource-limited environments.

Model Capabilities

Medical Q&A
Text summarization
Dermatology consultation
Multilingual medical text processing

Use Cases

Medical Consultation
Patient Q&A System
Used to answer patient inquiries about medical issues
Dermatology Diagnosis Assistance
Provides dermatological diagnostic suggestions based on symptom descriptions
Medical Research
Medical Literature Summarization
Automatically generates concise summaries of medical literature
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