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longt5_xl_gov_bp_20
learn3r/longt5_xl_gov_bp_20
longt5_xl_gov_bp_20 is a machine learning model from learn3r. 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
- longt5
- Access
- Public
- Created
- Nov 13, 2023
- Updated
- Nov 23, 2023
- SHA
- 6c7315a5
Base models
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. -->
longt5_xl_gov_bp_20
This model is a fine-tuned version of learn3r/longt5_xl_gov_bp_15 on the learn3r/gov_report_bp dataset. It achieves the following results on the evaluation set:
- Loss: 1.3539
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: 0.001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 64
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6879 | 1.0 | 34 | 1.3539 |
| 0.4865 | 1.99 | 68 | 1.3666 |
| 0.436 | 2.99 | 102 | 1.5058 |
| 0.3893 | 3.99 | 136 | 1.4800 |
| 0.3517 | 4.98 | 170 | 1.5911 |
Framework versions
- Transformers 4.34.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.13.3
- Library
- transformers
- Type
- longt5
- Created
- Nov 13, 2023
- Updated
- Nov 23, 2023