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Sumx-test-model
Priyanshuchaudhary2425/Sumx-test-model
Sumx-test-model is a summarization model from Priyanshuchaudhary2425. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- May 15, 2024
- Updated
- May 15, 2024
- SHA
- cb139829
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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. -->
Sumx-test-model
This model is a fine-tuned version of facebook/bart-large-cnn on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8528
- Rouge1: 0.3746
- Rouge2: 0.1592
- Rougel: 0.2578
- Rougelsum: 0.3476
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: 5.6e-05
- train_batch_size: 8
- eval_batch_size: 8
- 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 |
|---|---|---|---|---|---|---|---|
| 1.1476 | 1.0 | 250 | 1.8528 | 0.3746 | 0.1592 | 0.2578 | 0.3476 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Summarization
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- May 15, 2024
- Updated
- May 15, 2024