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The environmental-claims model is fine-tuned on the [EnvironmentalClaims](https://huggingface.co/datasets/climatebert/environmental_claims) dataset by using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) model as pre-trained language model. The underlying methodology can be found in our [research paper](https://arxiv.org/abs/2209.00507).
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### Citation Information
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```bibtex
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The environmental-claims model is fine-tuned on the [EnvironmentalClaims](https://huggingface.co/datasets/climatebert/environmental_claims) dataset by using the [climatebert/distilroberta-base-climate-f](https://huggingface.co/climatebert/distilroberta-base-climate-f) model as pre-trained language model. The underlying methodology can be found in our [research paper](https://arxiv.org/abs/2209.00507).
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## Climate Performance Card
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| environmental-claims | |
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| 1. Is the resulting model publicly available? | Yes |
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| 2. How much time does the training of the final model take? | < 5 min |
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| 3. How much time did all experiments take (incl. hyperparameter search)? | 60 hours |
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| 4. What was the power of GPU and CPU? | 0.3 kW |
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| 5. At which geo location were the computations performed? | Switzerland |
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| 6. What was the energy mix at the geo location? | 89 gCO2eq/kWh |
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| 7. How much CO2eq was emitted to train the final model? | 2.2 g |
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| 8. How much CO2eq was emitted for all experiments? | 1.6 kg |
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| 9. What is the average CO2eq emission for the inference of one sample? | 0.0067 mg |
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| 10. Which positive environmental impact can be expected from this work? | This work can help detect and evaluate environmental claims and thus have a positive impact on the environment in the future. |
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| 11. Comments | - |
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### Citation Information
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```bibtex
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