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README.md
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@@ -26,6 +26,8 @@ We use the [climatebert/distilroberta-base-climate-f](https://huggingface.co/cli
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## How to Get Started With the Model
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You can use the model with a pipeline for text classification:
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```python
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from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
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from transformers.pipelines.pt_utils import KeyDataset
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## How to Get Started With the Model
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You can use the model with a pipeline for text classification:
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IMPORTANT REMARK: It is highly recommended to use a prior classification step before applying ClimateBERT-NetZero. Establish a climate context with [climatebert/distilroberta-base-climate-detector](https://huggingface.co/climatebert/distilroberta-base-climate-detector) for paragraphs or [ESGBERT/EnvironmentalBERT-environmental](https://huggingface.co/ESGBERT/EnvironmentalBERT-environmental) for sentences and then label the data with ClimateBERT-NetZero.
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```python
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from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
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from transformers.pipelines.pt_utils import KeyDataset
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