|
--- |
|
language: |
|
- tr |
|
--- |
|
|
|
# Model Card: Turkish Scientific RoBERTa ONNX |
|
|
|
## Model Description |
|
ONNX version of roberta-base-turkish-scientific-cased, specialized for Turkish scientific text analysis. |
|
|
|
## Intended Use |
|
- Scientific text analysis in Turkish |
|
- Text comprehension |
|
- Fill-mask predictions |
|
- Scientific text summarization |
|
|
|
## Training Data |
|
- Source: Turkish scientific article abstracts from trdizin, yöktez, and t.k. |
|
- Training Duration: 3+ days |
|
- Steps: 2M |
|
- Built from scratch, no fine-tuning |
|
|
|
## Technical Specifications |
|
- Base Architecture: RoBERTa |
|
- Tokenizer: BPE (Byte Pair Encoding) |
|
- Format: ONNX |
|
- Original Model: serdarcaglar/roberta-base-turkish-scientific-cased |
|
|
|
## Performance and Limitations |
|
- Optimized for scientific domain in Turkish |
|
- Not tested for general domain text |
|
- ONNX format optimized for inference |
|
|
|
## Requirements |
|
- onnxruntime |
|
- transformers |
|
- torch |
|
|
|
## License and Usage |
|
- Follow original model license |
|
- Users responsible for compliance |
|
|
|
## Citation |
|
```bibtex |
|
@misc{caglar2024roberta, |
|
author = {Çağlar, Serdar}, |
|
title = {Roberta-base-turkish-scientific-cased}, |
|
year = {2024}, |
|
publisher = {HuggingFace}, |
|
url = {https://huggingface.co/serdarcaglar/roberta-base-turkish-scientific-cased} |
|
} |
|
``` |
|
|
|
## Contact |
|
Serdar ÇAĞLAR (serdarildercaglar@gmail.com) |
