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ro-text-db1
szeby27/ro-text-db1
ro-text-db1 is a machine learning model from szeby27. 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
- Jan 24, 2024
- Updated
- Jan 25, 2024
- SHA
- dcc6118b
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. -->
ro-text-db1
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2447
- Rouge1: 65.3337
- Rouge2: 60.093
- Rougel: 65.2916
- Rougelsum: 65.2755
- Gen Len: 18.1785
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: 3
- eval_batch_size: 3
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.3924 | 1.0 | 7804 | 0.2913 | 64.4487 | 58.6912 | 64.3926 | 64.3757 | 18.1821 |
| 0.2927 | 2.0 | 15608 | 0.2504 | 65.1239 | 59.784 | 65.0714 | 65.0488 | 18.1818 |
| 0.2666 | 3.0 | 23412 | 0.2447 | 65.3337 | 60.093 | 65.2916 | 65.2755 | 18.1785 |
Framework versions
- Transformers 4.37.1
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jan 24, 2024
- Updated
- Jan 25, 2024