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

Evaluation results

ROUGE-1 on Blaise-g/SumPubmed

test set self-reported

38.232

ROUGE-2 on Blaise-g/SumPubmed

test set self-reported

12.291

ROUGE-L on Blaise-g/SumPubmed

test set self-reported

21.451

ROUGE-LSUM on Blaise-g/SumPubmed

test set self-reported

34.303

loss on Blaise-g/SumPubmed

test set self-reported

2.327

gen_len on Blaise-g/SumPubmed

test set self-reported

130.393