Model Trained Using AutoTrain

Problem type: Summarization
Model ID: 1209845735
CO2 Emissions (in grams): 3602.3174

Validation Metrics

Loss: 2.484
Rouge1: 38.448
Rouge2: 10.900
RougeL: 22.080
RougeLsum: 33.458
Gen Len: 115.982

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/Jacobsith/autotrain-Hello_there-1209845735

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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

38.208
ROUGE-2 on Blaise-g/SumPubmed
test set self-reported

12.474
ROUGE-L on Blaise-g/SumPubmed
test set self-reported

21.554
ROUGE-LSUM on Blaise-g/SumPubmed
test set self-reported

34.229
loss on Blaise-g/SumPubmed
test set self-reported

2.095
gen_len on Blaise-g/SumPubmed
test set self-reported

126.300

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