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

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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

39.409
ROUGE-2 on Blaise-g/SumPubmed
test set self-reported

12.812
ROUGE-L on Blaise-g/SumPubmed
test set self-reported

21.919
ROUGE-LSUM on Blaise-g/SumPubmed
test set self-reported

35.243
loss on Blaise-g/SumPubmed
test set self-reported

2.200
gen_len on Blaise-g/SumPubmed
test set self-reported

133.854

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