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ColD-Fusion-finetuned-effectiveness-redditCMV
jakub014/ColD-Fusion-finetuned-effectiveness-redditCMV
ColD-Fusion-finetuned-effectiveness-redditCMV is a text classification model from jakub014. Use it when you need a label for a piece of 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
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Mar 22, 2023
- Updated
- Mar 22, 2023
- SHA
- a658baef
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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. -->
ColD-Fusion-finetuned-persuasiveness-redditCMV
This model is a fine-tuned version of ibm/ColD-Fusion on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7958
- Accuracy: 0.5963
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.7014 | 1.0 | 516 | 0.6910 | 0.5332 |
| 0.6651 | 2.0 | 1032 | 0.6739 | 0.5919 |
| 0.5308 | 3.0 | 1548 | 0.7958 | 0.5963 |
| 0.3602 | 4.0 | 2064 | 1.0473 | 0.5847 |
| 0.2315 | 5.0 | 2580 | 1.3587 | 0.5827 |
Framework versions
- Transformers 4.27.2
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Mar 22, 2023
- Updated
- Mar 22, 2023