Model Trained Using AutoTrain
- Problem type: Summarization
- Model ID: 1217846144
- CO2 Emissions (in grams): 3198.3977
Validation Metrics
- Loss: 2.449
- Rouge1: 38.839
- Rouge2: 10.865
- RougeL: 21.994
- RougeLsum: 33.794
- Gen Len: 120.994
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-1217846144
- Downloads last month
- 3
This model does not have enough activity to be deployed to Inference API (serverless) yet.
Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Evaluation results
- ROUGE-1 on Blaise-g/SumPubmedtest set self-reported39.409
- ROUGE-2 on Blaise-g/SumPubmedtest set self-reported12.812
- ROUGE-L on Blaise-g/SumPubmedtest set self-reported21.919
- ROUGE-LSUM on Blaise-g/SumPubmedtest set self-reported35.243
- loss on Blaise-g/SumPubmedtest set self-reported2.200
- gen_len on Blaise-g/SumPubmedtest set self-reported133.854