Migrate model card from transformers-repo
Browse filesRead announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755
Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/julien-c/EsperBERTo-small-pos/README.md
README.md
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---
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language: eo
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thumbnail: https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png
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widget:
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- text: "Mi estas viro kej estas tago varma."
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---
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# EsperBERTo: RoBERTa-like Language model trained on Esperanto
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**Companion model to blog post https://huggingface.co/blog/how-to-train** 🔥
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## Training Details
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- current checkpoint: 566000
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- machine name: `galinette`
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![](https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png)
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## Example pipeline
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```python
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from transformers import TokenClassificationPipeline, pipeline
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MODEL_PATH = "./models/EsperBERTo-small-pos/"
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nlp = pipeline(
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"ner",
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model=MODEL_PATH,
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tokenizer=MODEL_PATH,
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)
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# or instantiate a TokenClassificationPipeline directly.
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nlp("Mi estas viro kej estas tago varma.")
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# {'entity': 'PRON', 'score': 0.9979867339134216, 'word': ' Mi'}
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# {'entity': 'VERB', 'score': 0.9683094620704651, 'word': ' estas'}
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# {'entity': 'VERB', 'score': 0.9797462821006775, 'word': ' estas'}
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# {'entity': 'NOUN', 'score': 0.8509314060211182, 'word': ' tago'}
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# {'entity': 'ADJ', 'score': 0.9996201395988464, 'word': ' varma'}
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```
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