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climate-mitigation-classifier
evaluatorhub42/climate-mitigation-classifier
climate-mitigation-classifier is a text classification model from evaluatorhub42. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
This model identifies the relevance of CRS projects to climate-change mitigation. It is trained on manually annotated CRS data using the standard Rio Marker classification. Labels 0, 1, and 2 indicate whether a projec…
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Updated Jan 23, 2026
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.json17.9 MB · 56%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Jan 20, 2026
- Updated
- Jan 23, 2026
- SHA
- acbbd008
Try a prompt
Base models
Model card
From the Hugging Face model README
This model identifies the relevance of CRS projects to climate-change mitigation. It is trained on manually annotated CRS data using the standard Rio Marker classification. Labels 0, 1, and 2 indicate whether a project has no, significant, or primary focus on climate-change mitigation. (RIO Marker)
Evaluation metrics
| precision | recall | f1-score | support | |
|---|---|---|---|---|
| 0 | 0.92 | 0.90 | 0.91 | 311 |
| 1 | 0.53 | 0.66 | 0.59 | 65 |
| 2 | 0.75 | 0.85 | 0.80 | 87 |
| 3 | 0.59 | 0.37 | 0.46 | 51 |
| -- | -- | -- | -- | -- |
| accuracy | 0.81 | 514 | ||
| macro | avg | 0.70 | 0.70 | 0.69 |
| weighted | avg | 0.81 | 0.81 | 0.81 |
Usage
```python
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("namespace/my-model")
tokenizer = AutoTokenizer.from_pretrained("namespace/my-model")
inputs = tokenizer("hello world", return_tensors="pt")
outputs = model(**inputs)
print(outputs)"
or
from transformers import TextClassificationPipeline
model = TextClassificationPipeline("namespace/my-model")
outputs = model("Hello World!")
print(outputs)"
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Languages
- en
- Created
- Jan 20, 2026
- Updated
- Jan 23, 2026