Service Deployment Code :
https://github.com/manojpreveen/Summarization-Service
Usage
This checkpoint should be loaded into BartForConditionalGeneration.from_pretrained. See the BART docs for more information.
Metrics for DistilBART models
| Model Name | MM Params | Inference Time (MS) | Speedup | Rouge 2 | Rouge-L |
|---|---|---|---|---|---|
| facebook/bart-large-cnn (baseline) | 406 | 381 | 1 | 21.06 | 30.63 |
| manojpreveen/distilbart-cnn-v3 | 306 | 307 | 1.24 | 21.26 | 30.59 |
| manojpreveen/distilbart-cnn-v2 | 255 | 214 | 1.78 | 20.57 | 30.00 |
| manojpreveen/distilbart-cnn-v1 | 230 | 182 | 2.09 | 20.17 | 29.70 |
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