EraX-VL-7B-V1.0
| Property | Value |
|---|---|
| Parameter Count | 7 Billion |
| Model Type | Multimodal Language Model |
| Base Model | Qwen2-VL-7B-Instruct |
| License | Apache 2.0 |
| Author | EraX-AI |
What is EraX-VL-7B-V1.0?
EraX-VL-7B-V1.0 is a specialized multimodal language model designed primarily for Vietnamese language processing, with particular emphasis on OCR and visual question-answering tasks. Built upon the Qwen2-VL-7B-Instruct architecture, it has been fine-tuned to excel in processing medical documents, forms, and various types of business documentation.
Implementation Details
The model leverages a transformer-based architecture with over 7 billion parameters, optimized for both vision and language tasks. It implements advanced attention mechanisms and can be run with either eager or flash attention implementations depending on the GPU architecture available.
- Supports multi-turn visual question answering
- Handles complex document OCR tasks
- Processes both images and PDFs
- Optimized for Vietnamese language understanding
Core Capabilities
- Medical form and document processing
- Invoice and receipt analysis
- Multi-language support with Vietnamese optimization
- Complex visual reasoning tasks
- Image captioning in Vietnamese
- Document structure extraction
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its specialized capability in Vietnamese language processing combined with advanced visual understanding, particularly in medical and business document contexts. It's not just an OCR tool, but a comprehensive multimodal LLM capable of complex reasoning and multi-turn conversations.
Q: What are the recommended use cases?
The model is ideal for healthcare institutions, insurance companies, and businesses requiring automated document processing. It excels in processing medical forms, invoices, bills of sale, quotes, and medical records, with particular strength in Vietnamese language content.
