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README.md
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---
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language: es
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license: cc-by-nc-sa-4.0
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tags:
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- text-classification
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- sentiment-analysis
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- sarcasm-detection
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- xlm-roberta
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base_model: xlm-roberta-large
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pipeline_tag: text-classification
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---
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# Sarcasmo XLM-ROBERTA
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Fine-tuning de **xlm-roberta-large** sobre el dataset **Sarcasmo** (binario: sarcasmo / no_sarcasmo).
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Taller PLN - Maestría Ingeniería de Sistemas, Univalle.
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## Subfolders
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| Batch | F1 |
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|------:|---:|
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| bs8 | (ver model card) |
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| bs16 | (ver model card) |
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| bs32 | (ver model card) |
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## Uso
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```python
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from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
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m = AutoModelForSequenceClassification.from_pretrained("cvalenciaunivalle/sarcasmo-xlm-roberta-large", subfolder="bs8")
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t = AutoTokenizer.from_pretrained("cvalenciaunivalle/sarcasmo-xlm-roberta-large", subfolder="bs8")
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pipe = pipeline("text-classification", model=m, tokenizer=t)
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pipe("¡Qué divertido, otro lunes de trabajo!")
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```
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## Compañeros
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- Laura Valero
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- Cristian Valencia
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