Model: jackieliu930/bart-large-cnn-samsum
Author: jackieliu930
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, bart, text2text-generation, sagemaker, summarization, en, dataset:samsum, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: language: en
tags: sagemaker, bart, summarization
license: apache-2.0
datasets: samsum
model-index: name: bart-large-cnn-samsum
results: task: name: Abstractive Text Summarization
type: abstractive-text-summarization
dataset: name: SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
type: samsum
metrics: name: Validation ROGUE-1
type: rogue-1
value: 42.621
verified: no, name: Validation ROGUE-2
type: rogue-2
value: 21.9825
verified: no, name: Validation ROGUE-L
type: rogue-l
value: 33.034
verified: no, name: Test ROGUE-1
type: rogue-1
value: 41.3174
verified: no, name: Test ROGUE-2
type: rogue-2
value: 20.8716
verified: no, name: Test ROGUE-L
type: rogue-l
value: 32.1337
verified: no, task: type: summarization
name: Summarization
dataset: name: samsum
type: samsum
config: samsum
split: test
metrics: name: ROUGE-1
type: rouge
value: 40.8911
verified: no, name: ROUGE-2
type: rouge
value: 20.3551
verified: no, name: ROUGE-L
type: rouge
value: 31.2696
verified: no, name: ROUGE-LSUM
type: rouge
value: 37.9313
verified: no, name: loss
type: loss
value: 1.4995627403259277
verified: no, name: gen_len
type: gen_len
value: 60.2247
verified: no
widget: Jeff: Can I train a 🤗 Transformers model on Amazon SageMaker? 
Philipp: Sure you can use the new Hugging Face Deep Learning Container. 
Jeff: ok.
Jeff: and how can I get started? 
Jeff: where can I find documentation? 
Philipp: ok, ok you can find everything here. https://huggingface.co/blog/the-partnership-amazon-sagemaker-and-hugging-face 
Likes: 1 | All-time downloads: 2185
Created: 2022-03-02 23:29:05