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mmbert-base-onnx
bluecopa/mmbert-base-onnx
mmbert-base-onnx is a machine learning model from bluecopa. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
ONNX int8 quantized version of jhu-clsp/mmBERT-base.
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.onnx308 MB · 90%
At a glance
- License
- mit
- Model type
- modernbert
- Access
- Public
- Created
- Mar 24, 2026
- Updated
- Mar 24, 2026
- SHA
- 9f5de71e
Base models
Model card
From the Hugging Face model README
mmBERT-base ONNX (int8 quantized)
ONNX int8 quantized version of jhu-clsp/mmBERT-base.
Specs
| Param | Value |
|---|---|
| Parameters | 307M (110M non-embedding) |
| Hidden size | 768 |
| Layers | 22 |
| Attention heads | 12 |
| Context | 8,192 tokens |
| Languages | 1,800+ |
| ONNX size (int8) | 294MB |
| License | MIT |
Usage
Replaces MiniLM + ModernBERT in the samyx-extract pipeline for:
- Semantic field name matching ("Invoice No:" → invoice_number)
- Zero-shot text classification
- Sentence embeddings (1,800 languages)
Export
- Type
- modernbert
- License
- mit
- Languages
- multilingual
- Created
- Mar 24, 2026
- Updated
- Mar 24, 2026