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bart_left_fulltext_torch
tobijen/bart_left_fulltext_torch
bart_left_fulltext_torch is a text generation model from tobijen. Use it when you need the model to write or continue text. 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
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Jul 28, 2023
- Updated
- Jul 28, 2023
- SHA
- de82f033
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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. -->
bart_left_fulltext_torch
This model is a fine-tuned version of facebook/bart-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9329
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: 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: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 8 | 9.2222 |
| No log | 2.0 | 16 | 8.1910 |
| No log | 3.0 | 24 | 7.8851 |
| No log | 4.0 | 32 | 7.5382 |
| No log | 5.0 | 40 | 7.2200 |
| No log | 6.0 | 48 | 6.7294 |
| No log | 7.0 | 56 | 6.1038 |
| No log | 8.0 | 64 | 5.5721 |
| No log | 9.0 | 72 | 5.1404 |
| No log | 10.0 | 80 | 4.4875 |
| No log | 11.0 | 88 | 3.8785 |
| No log | 12.0 | 96 | 3.3749 |
| No log | 13.0 | 104 | 2.9965 |
| No log | 14.0 | 112 | 2.6608 |
| No log | 15.0 | 120 | 2.3879 |
| No log | 16.0 | 128 | 2.2349 |
| No log | 17.0 | 136 | 2.0993 |
| No log | 18.0 | 144 | 2.0023 |
| No log | 19.0 | 152 | 1.9480 |
| No log | 20.0 | 160 | 1.9329 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.1
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Jul 28, 2023
- Updated
- Jul 28, 2023