Model: philschmid/bart-large-cnn-samsum
Author: philschmid
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, bart, text2text-generation, sagemaker, summarization, en, dataset:samsum, license:mit, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: language: en
license: mit
tags: sagemaker, bart, summarization
datasets: samsum
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

model-index: name: bart-large-cnn-samsum
results: task: type: summarization
name: Summarization
dataset: name: SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
type: samsum
metrics: type: rogue-1
value: 42.621
name: Validation ROGUE-1
verified: no, type: rogue-2
value: 21.9825
name: Validation ROGUE-2
verified: no, type: rogue-l
value: 33.034
name: Validation ROGUE-L
verified: no, type: rogue-1
value: 41.3174
name: Test ROGUE-1
verified: no, type: rogue-2
value: 20.8716
name: Test ROGUE-2
verified: no, type: rogue-l
value: 32.1337
name: Test ROGUE-L
verified: no, task: type: summarization
name: Summarization
dataset: name: samsum
type: samsum
config: samsum
split: test
metrics: type: rouge
value: 41.3282
name: ROUGE-1
verified: yes
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value: 20.8755
name: ROUGE-2
verified: yes
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value: 32.1353
name: ROUGE-L
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWNmYzdiYWQ2ZWRkYzRiMGMxNWUwODgwZTdkY2NjZTc1NWE5NTFiMzU0OTU1N2JjN2ExYWQ2NGZkNjk5OTc4YSIsInZlcnNpb24iOjF9.Fzv4p-TEVicljiCqsBJHK1GsnE_AwGqamVmxTPI0WBNSIhZEhliRGmIL_z1pDq6WOzv3GN2YUGvhowU7GxnyAQ, type: rouge
value: 38.401
name: ROUGE-LSUM
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGI4MWY0NWMxMmQ0ODQ5MDhiNDczMDAzYzJkODBiMzgzYWNkMWM2YTZkZDJmNWJiOGQ3MmNjMGViN2UzYWI2ZSIsInZlcnNpb24iOjF9.7lw3h5k5lJ7tYFLZGUtLyDabFYd00l6ByhmvkW4fykocBy9Blyin4tdw4Xps4DW-pmrdMLgidHxBWz5MrSx1Bw, type: loss
value: 1.4297215938568115
name: loss
verified: yes
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value: 60.0757
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTgwYWYwMDRkNTJkMDM5N2I2MWNmYzQ3OWM1NDJmODUyZGViMGE4ZTdkNmIwYWM2N2VjZDNmN2RiMDE4YTYyYiIsInZlcnNpb24iOjF9.PbXTcNYX_SW-BuRQEcqyc21M7uKrOMbffQSAK6k2GLzTVRrzZxsDC57ktKL68zRY8fSiRGsnknOwv-nAR6YBCQ
Likes: 266 | All-time downloads: 22342067
Created: 2022-03-02 23:29:05