| # cardiffnlp/twitter-roberta-base-latest-tweet-emotion | |
| This is a [RoBERTa-base](https://huggingface.co/cardiffnlp/twitter-roberta-base-2022-154m) model fine-tuned on [tweet-emotion](https://huggingface.co/datasets/cardiffnlp/super_tweeteval). | |
| ```python | |
| from transformers import pipeline | |
| text= "@user it also helps that the majority of NFL coaching is inept. Some of Bill O'Brien's play calling was wow, ! #GOPATS" | |
| pipe = pipeline('text-classification', model="cardiffnlp/twitter-roberta-base-latest-tweet-emotion") | |
| predictions = pipe(text)[0] | |
| predictions = [x for x in predictions if x['score'] > 0.5] | |
| predictions | |
| >> [{'label': 'anger', 'score': 0.8713036775588989}, | |
| {'label': 'disgust', 'score': 0.7899409532546997}, | |
| {'label': 'joy', 'score': 0.9664386510848999}, | |
| {'label': 'optimism', 'score': 0.6123248934745789}] | |
| ``` |