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tf-xlm-roberta-base
jplu/tf-xlm-roberta-base
tf-xlm-roberta-base is a fill-mask model from jplu. Use it when you need the model to fill a missing word. It is set up for transformers.
In this repository you will find different versions of the XLM-RoBERTa model for Tensorflow.
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020
- SHA
- bda462ca
Try a prompt
Model card
From the Hugging Face model README
Tensorflow XLM-RoBERTa
In this repository you will find different versions of the XLM-RoBERTa model for Tensorflow.
XLM-RoBERTa
XLM-RoBERTa is a scaled cross lingual sentence encoder. It is trained on 2.5T of data across 100 languages data filtered from Common Crawl. XLM-R achieves state-of-the-arts results on multiple cross lingual benchmarks.
Model Weights
| Model | Downloads |
|---|---|
jplu/tf-xlm-roberta-base | config.json • tf_model.h5 |
jplu/tf-xlm-roberta-large | config.json • tf_model.h5 |
Usage
With Transformers >= 2.4 the Tensorflow models of XLM-RoBERTa can be loaded like:
from transformers import TFXLMRobertaModel
model = TFXLMRobertaModel.from_pretrained("jplu/tf-xlm-roberta-base")
Or
model = TFXLMRobertaModel.from_pretrained("jplu/tf-xlm-roberta-large")
Huggingface model hub
All models are available on the Huggingface model hub.
Acknowledgments
Thanks to all the Huggingface team for the support and their amazing library!
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020