60 lines
1.2 KiB
Markdown
60 lines
1.2 KiB
Markdown
---
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language: esperanto
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thumbnail: https://huggingface.co/blog/assets/EsperBERTo-thumbnail-v2.png
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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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## Example pipeline
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```python
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from transformers import pipeline
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fill_mask = pipeline(
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"fill-mask",
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model="julien-c/EsperBERTo-small",
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tokenizer="julien-c/EsperBERTo-small"
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)
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fill_mask("Jen la komenco de bela <mask>.")
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# This is the beginning of a beautiful <mask>.
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# =>
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# {
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# 'score':0.06502299010753632
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# 'sequence':'<s> Jen la komenco de bela vivo.</s>'
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# 'token':1099
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# }
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# {
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# 'score':0.0421181358397007
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# 'sequence':'<s> Jen la komenco de bela vespero.</s>'
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# 'token':5100
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# }
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# {
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# 'score':0.024884626269340515
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# 'sequence':'<s> Jen la komenco de bela laboro.</s>'
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# 'token':1570
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# }
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# {
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# 'score':0.02324388362467289
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# 'sequence':'<s> Jen la komenco de bela tago.</s>'
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# 'token':1688
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# }
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# {
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# 'score':0.020378097891807556
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# 'sequence':'<s> Jen la komenco de bela festo.</s>'
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# 'token':4580
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# }
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```
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