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flan-t5-base-samsum
sam2ai/flan-t5-base-samsum
flan-t5-base-samsum is a machine learning model from sam2ai. 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. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Feb 22, 2023
- Updated
- Feb 22, 2023
- SHA
- 4cd726ce
Datasets
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. -->
flan-t5-base-samsum
This model is a fine-tuned version of google/flan-t5-base on the samsum dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.3910
- eval_rouge1: 47.2277
- eval_rouge2: 23.3544
- eval_rougeL: 39.3705
- eval_rougeLsum: 43.3621
- eval_gen_len: 17.4188
- eval_runtime: 143.4548
- eval_samples_per_second: 5.709
- eval_steps_per_second: 0.718
- epoch: 1.11
- step: 2038
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.10.0
- Tokenizers 0.13.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 22, 2023
- Updated
- Feb 22, 2023