Model Trained Using AutoTrain

Problem type: Summarization
Model ID: 1217846148
CO2 Emissions (in grams): 13.6520

Validation Metrics

Loss: 2.503
Rouge1: 38.768
Rouge2: 10.791
RougeL: 21.946
RougeLsum: 33.780
Gen Len: 123.331

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-1217846148

Downloads last month: 11

Inference Examples

Summarization

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.

Space using L-macc/autotrain-Biomedical_sc_summ-1217846148 1

Evaluation results

ROUGE-1 on Blaise-g/SumPubmed
test set self-reported

40.104
ROUGE-2 on Blaise-g/SumPubmed
test set self-reported

13.046
ROUGE-L on Blaise-g/SumPubmed
test set self-reported

22.229
ROUGE-LSUM on Blaise-g/SumPubmed
test set self-reported

35.929
loss on Blaise-g/SumPubmed
test set self-reported

2.090
gen_len on Blaise-g/SumPubmed
test set self-reported

139.737

View on Papers With Code