Model Trained Using AutoTrain
- Problem type: Summarization
- Model ID: 1217846142
- CO2 Emissions (in grams): 16.2112
Validation Metrics
- Loss: 2.159
- Rouge1: 40.236
- Rouge2: 12.161
- RougeL: 23.255
- RougeLsum: 35.138
- Gen Len: 121.504
Usage
You can use cURL to access this model:
$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/L-macc/autotrain-Biomedical_sc_summ-1217846142
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Evaluation results
- ROUGE-1 on Blaise-g/SumPubmedtest set self-reported38.232
- ROUGE-2 on Blaise-g/SumPubmedtest set self-reported12.291
- ROUGE-L on Blaise-g/SumPubmedtest set self-reported21.451
- ROUGE-LSUM on Blaise-g/SumPubmedtest set self-reported34.303
- loss on Blaise-g/SumPubmedtest set self-reported2.327
- gen_len on Blaise-g/SumPubmedtest set self-reported130.393