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summarize_model_2
Aneesh2k00/summarize_model_2
summarize_model_2 is a machine learning model from Aneesh2k00. 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
- bart
- Access
- Public
- Created
- May 8, 2025
- Updated
- May 8, 2025
- SHA
- b93f81b0
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. -->
summarize_model_2
This model is a fine-tuned version of facebook/bart-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9627
- Rouge1: 0.2533
- Rouge2: 0.1046
- Rougel: 0.2021
- Rougelsum: 0.2339
- Gen Len: 21.0
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: 16
- eval_batch_size: 16
- 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: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 100 | 2.0635 | 0.246 | 0.0989 | 0.1968 | 0.228 | 21.0 |
| No log | 2.0 | 200 | 1.9944 | 0.2518 | 0.1057 | 0.2012 | 0.233 | 21.0 |
| No log | 3.0 | 300 | 1.9705 | 0.2528 | 0.104 | 0.2017 | 0.2335 | 21.0 |
| No log | 4.0 | 400 | 1.9627 | 0.2533 | 0.1046 | 0.2021 | 0.2339 | 21.0 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- May 8, 2025
- Updated
- May 8, 2025