numind
/

NuNER-multilingual-v0.1

Token Classification

feature-extraction

entity-recognition

foundation-model

Multilingual Bert

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Serega6678 commited on Sep 18, 2023

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 ## Model
-The [multilingual BERT](https://huggingface.co/bert-base-multilingual-cased) finetunned on an artificially annotated multilingual subset of [Oscar dataset](https://huggingface.co/datasets/oscar-corpus/OSCAR-2201). This model provides domain & language independent embedding for Entity Recognition Task. Embeddings can be used out of the box or fine-tuned on specific datasets.
 ## Usage
 ```python
 import torch
 import transformers

 ## Model
+The [multilingual BERT](https://huggingface.co/bert-base-multilingual-cased) finetunned on an artificially annotated multilingual subset of [Oscar dataset](https://huggingface.co/datasets/oscar-corpus/OSCAR-2201). This model provides domain & language independent embedding for Entity Recognition Task.
 ## Usage
+Embeddings can be used out of the box or fine-tuned on specific datasets.
+Get embeddings:
 ```python
 import torch
 import transformers