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t5-pegasus-finetuned
fqw/t5-pegasus-finetuned
t5-pegasus-finetuned is a machine learning model from fqw. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- bart
- Access
- Public
- Created
- Jul 18, 2022
- Updated
- Jul 19, 2022
- SHA
- 30d112e3
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
t5-pegasus-finetuned
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.8469
- Sacrebleu: 1.6544
- Rouge 1: 0.0646
- Rouge 2: 0.0076
- Rouge L: 0.0629
- Bleu 1: 0.2040
- Bleu 2: 0.0959
- Bleu 3: 0.0484
- Bleu 4: 0.0287
- Meteor: 0.0872
- Gen Len: 16.0997
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 512
- eval_batch_size: 256
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 1024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.21.0.dev0
- Pytorch 1.9.1+cu102
- Datasets 2.3.2
- Tokenizers 0.12.1
- Library
- transformers
- Type
- bart
- Created
- Jul 18, 2022
- Updated
- Jul 19, 2022