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NLP-Summarizer-Tieaux
NLPKOMC/NLP-Summarizer-Tieaux
NLP-Summarizer-Tieaux is a machine learning model from NLPKOMC. 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 unknown.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- unknown
- Model type
- t5
- Access
- Public
- Created
- Jun 11, 2025
- Updated
- Jun 11, 2025
- SHA
- ef20e800
Base models
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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. -->
T5SummarizeNLP
This model is a fine-tuned version of kairaamilanii/T5-ExtractiveSummarizer on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9863
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: 3e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2884 | 1.0 | 5000 | 1.9769 |
| 1.1805 | 2.0 | 10000 | 1.9739 |
| 1.1212 | 3.0 | 15000 | 1.9863 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 2.14.4
- Tokenizers 0.21.1
- Library
- transformers
- Type
- t5
- License
- unknown
- Created
- Jun 11, 2025
- Updated
- Jun 11, 2025