readme: ---
  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`
  
  
  ![](https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png)
  
  ## 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'}
  ```