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Duplicate from julien-c/EsperBERTo-small-pos

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Co-authored-by: Julien Chaumond <julien-c@users.noreply.huggingface.co>

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README.md ADDED
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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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+ duplicated_from: julien-c/EsperBERTo-small-pos
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+ ---
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+
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+ # EsperBERTo: RoBERTa-like Language model trained on Esperanto
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+
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+ **Companion model to blog post https://huggingface.co/blog/how-to-train** 🔥
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+
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+ ## Training Details
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+
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+ - current checkpoint: 566000
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+ - machine name: `galinette`
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+
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+
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+ ![](https://huggingface.co/blog/assets/01_how-to-train/EsperBERTo-thumbnail-v2.png)
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+
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+ ## Example pipeline
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+
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+ ```python
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+ from transformers import TokenClassificationPipeline, pipeline
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+
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+
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+ MODEL_PATH = "./models/EsperBERTo-small-pos/"
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+
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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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+
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+ nlp("Mi estas viro kej estas tago varma.")
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+
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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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