Downloads · 30 days
21
9% of all-time downloads
cjis-sentiments-classifier
maai-project/cjis-sentiments-classifier
cjis-sentiments-classifier is a machine learning model from maai-project. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
Part of the Climate Journalism Intelligence System (CJIS) v3.1 "Journalistic Co-pilot".
All-time downloads
245
Public
Parameters
184M
1.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors738 MB · 99%
At a glance
- Library
- pytorch
- License
- mit
- Model type
- deberta-v2
- Access
- Public
- Created
- Feb 4, 2026
- Updated
- Feb 10, 2026
- SHA
- 61f1891a
Model card
From the Hugging Face model README
CJIS Co-pilot: Sentiments Classifier
Part of the Climate Journalism Intelligence System (CJIS) v3.1 "Journalistic Co-pilot".
Architecture
- Base: Climate-pretrained DeBERTa (MLM on 20k climate articles)
- Head: Specialist classifier for sentiments
Task
Sentiments classification for climate journalism articles.
Labels (4)
alarm_urgentcritical_skepticalsolution_orientedneutral_balanced
Usage
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="maai-org/cjis-sentiments-classifier",
return_all_scores=True
)
result = classifier("Your climate article here...")
- Library
- pytorch
- Type
- deberta-v2
- License
- mit
- Languages
- en
- Created
- Feb 4, 2026
- Updated
- Feb 10, 2026