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

Downloads last month: 10

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.

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

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