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---
language: eo
thumbnail: https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png
widget:
- text: "Mi estas viro kej estas tago varma."
---
# EsperBERTo: RoBERTa-like Language model trained on Esperanto
**Companion model to blog post https://huggingface.co/blog/how-to-train** 🔥
## Training Details
- current checkpoint: 566000
- machine name: `galinette`
## Example pipeline
```python
from transformers import TokenClassificationPipeline, pipeline
MODEL_PATH = "./models/EsperBERTo-small-pos/"
nlp = pipeline(
"ner",
model=MODEL_PATH,
tokenizer=MODEL_PATH,
)
# or instantiate a TokenClassificationPipeline directly.
nlp("Mi estas viro kej estas tago varma.")
# {'entity': 'PRON', 'score': 0.9979867339134216, 'word': ' Mi'}
# {'entity': 'VERB', 'score': 0.9683094620704651, 'word': ' estas'}
# {'entity': 'VERB', 'score': 0.9797462821006775, 'word': ' estas'}
# {'entity': 'NOUN', 'score': 0.8509314060211182, 'word': ' tago'}
# {'entity': 'ADJ', 'score': 0.9996201395988464, 'word': ' varma'}
``` |