Model: philschmid/distilbart-cnn-12-6-samsum
Author: philschmid
Pipeline: summarization
Library: transformers
Tags: transformers, pytorch, bart, text2text-generation, sagemaker, summarization, en, dataset:samsum, license:apache-2.0, model-index, endpoints_compatible, deploy:azure, region:us
Card metadata: language: en
license: apache-2.0
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: philschmid/distilbart-cnn-12-6-samsum
results: task: type: summarization
name: Summarization
dataset: name: samsum
type: samsum
config: samsum
split: test
metrics: type: rouge
value: 41.0895
name: ROUGE-1
verified: yes
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value: 20.7459
name: ROUGE-2
verified: yes
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value: 31.5952
name: ROUGE-L
verified: yes
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value: 38.3389
name: ROUGE-LSUM
verified: yes
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value: 1.4566329717636108
name: loss
verified: yes
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value: 59.6032
name: gen_len
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTFkOTlmMjFlODIxZWExZmQyMTQyNDYyY2RmNjY3YmM1NDFlNTI3OTRhZjU0MDQxNGY2NGQ4ZWY2OWFmNDliMyIsInZlcnNpb24iOjF9.K9qwFg3Flnu2-1H-WI9adj7yoBuJ3zBBDyda5BxRpJ1D4L_alLpCweqrVGuynOPl9PAWPuHo7bAG1y2zZNmmDw, task: type: summarization
name: Summarization
dataset: name: xsum
type: xsum
config: default
split: test
metrics: type: rouge
value: 21.1644
name: ROUGE-1
verified: yes
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value: 4.0659
name: ROUGE-2
verified: yes
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value: 13.9414
name: ROUGE-L
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODZlZTM2OTM5NzVlNDBjYjc2NDdhNmIxNDZhNGVjOTk4YzIzZmEwYzEwZmQ2ZmNmMjIzNzYwMzkxMjU1ODcxMCIsInZlcnNpb24iOjF9.vvp5PKmEp-Hyt46zgsvzjGOO8wrV0cDG68Z0VPqW2WfY5Sp3k3krEcKLATdQAQjfy96gKCCkQpBFefpjYWcmDA, type: rouge
value: 17.0718
name: ROUGE-LSUM
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWEyN2QyOWFhMjAzZTk4NjU5ODU5YjgxMjczNzc1MTM5OTY1OTVjZDMwZDhjODFlZTVmODNkYzFhOTc5NzZhYiIsInZlcnNpb24iOjF9.PwJT3EYTV3KifWaySiwSTxGyBWTB8bHMuaXG3AyRvWkY2xju1BSaBjPGCcfmlZs1yJwghOH7N4dBW5yJBEp5DA, type: loss
value: 3.002755880355835
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGY0NjgzOGExZWZmNWI3ZTA1ZjRlYTU2OTZkYzk5NDdmOGVmNDdkNWU5YjViMWQyNGE2MTNkODhkZmQ1ZGE2OSIsInZlcnNpb24iOjF9.pWru9Nhl0aZThHz0qveOHmxTOCrZjHu9ySt5wI9MnGQ5ZEpxfufjpI196EMMn-KSSxAl-s7wHygtGC9_WtC1BQ, type: gen_len
value: 71.2969
name: gen_len
verified: yes
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name: Summarization
dataset: name: cnn_dailymail
type: cnn_dailymail
config: 3.0.0
split: test
metrics: type: rouge
value: 42.9764
name: ROUGE-1
verified: yes
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value: 19.8711
name: ROUGE-2
verified: yes
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value: 29.5196
name: ROUGE-L
verified: yes
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value: 39.959
name: ROUGE-LSUM
verified: yes
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name: loss
verified: yes
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name: gen_len
verified: yes
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Likes: 21 | All-time downloads: 614479
Created: 2022-03-02 23:29:05