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model-financial-documents
searde/model-financial-documents
model-financial-documents is a machine learning model from searde. 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
- Jun 28, 2023
- Updated
- Jul 3, 2023
- SHA
- d32dfcf4
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. -->
tst-summarization
This model is a fine-tuned version of t5-small on the searde/dataset-financial-documents-2 3.0.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.0730
- Rouge1: 90.0297
- Rouge2: 68.9083
- Rougel: 89.8451
- Rougelsum: 89.9838
- Gen Len: 38.9598
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1
- Datasets 2.13.1
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jun 28, 2023
- Updated
- Jul 3, 2023