distilbart-cnn-v3 – AI Model by manojpreveen | AlphaNeural AI

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manojpreveen/
distilbart-cnn-v3

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text2text-generation

endpoints_compatible

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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