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financial-summarization-pegasus-finetuned-pytorch-model
Nerdward/financial-summarization-pegasus-finetuned-pytorch-model
financial-summarization-pegasus-finetuned-pytorch-model is a machine learning model from Nerdward. 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
- pegasus
- Access
- Public
- Created
- Nov 23, 2022
- Updated
- Jan 18, 2024
- SHA
- e8b1838d
Base models
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. -->
financial-summarization-pegasus-finetuned-pytorch-model
This model is a fine-tuned version of human-centered-summarization/financial-summarization-pegasus on the None dataset.
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 240 | 0.6898 | 40.3957 | 29.8846 | 34.0827 | 37.8739 | 61.5333 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.1
- Tokenizers 0.13.2
- Library
- transformers
- Type
- pegasus
- Created
- Nov 23, 2022
- Updated
- Jan 18, 2024