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README.md
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---
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license: apache-2.0
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tags:
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- distilbart
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- summarization
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model-index:
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- name: MLQ-distilbart-bbc
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results:
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- task:
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type: summarization
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name: Summarization
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dataset:
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name: bbc
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type: bbc
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config: default
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split: test
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metrics:
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- name: ROUGE-2
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type: rouge
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value: 61.43
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verified: false
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# MLQ-distilbart-bbc
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This model is a fine-tuned version of [sshleifer/distilbart-cnn-12-6](https://huggingface.co/sshleifer/distilbart-cnn-12-6) on the BBC News Summary dataset (https://www.kaggle.com/pariza/bbc-news-summary).
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The model has been generated as part of the in-lab practice of **Deep NLP course** currently held at Politecnico di Torino.
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Training parameters:
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- `num_train_epochs=2`
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- `fp16=True`
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- `per_device_train_batch_size=1`
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- `warmup_steps=10`
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- `weight_decay=0.01`
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- `max_seq_length=100`
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