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wildfire-CrisisT
Sabreen88/wildfire-CrisisT
wildfire-CrisisT is a text classification model from Sabreen88. Use it when you need a label for a piece of text. It is set up for transformers.
- This model is trained on tweets from wildfire events between 2017 and 2021 - This model is based on CrisisTransformer architecture
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Apr 13, 2024
- Updated
- Apr 13, 2024
- SHA
- 6d127608
Try a prompt
Model card
From the Hugging Face model README
Model description
- This model is trained on tweets from wildfire events between 2017 and 2021
- This model is based on CrisisTransformer architecture
Intended uses & limitations
The model is mostly intended to be used for inference of wildfire tweets to detect the urgency of the tweet.
Note that this model is primarily aimed at being used for inference on tweets and will only work within the limits of 514 character tweets.
Usage
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("Sabreen88/wildfire-CrisisT")
model = AutoModelForSequenceClassification.from_pretrained("Sabreen88/wildfire-CrisisT")
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Languages
- en
- Created
- Apr 13, 2024
- Updated
- Apr 13, 2024