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t5-moe-top4-4-cola
lightsout19/t5-moe-top4-4-cola
t5-moe-top4-4-cola is a machine learning model from lightsout19. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Oct 31, 2024
- Updated
- Oct 31, 2024
- SHA
- 9274efba
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. -->
t5-moe-top4-4-cola
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7898
- Matthews Correlation: 0.0821
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: 32
- eval_batch_size: 32
- 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 | Matthews Correlation |
|---|---|---|---|---|
| No log | 1.0 | 268 | 0.6309 | 0.0 |
| 0.6243 | 2.0 | 536 | 0.6409 | 0.0883 |
| 0.6243 | 3.0 | 804 | 0.6607 | 0.0775 |
| 0.5401 | 4.0 | 1072 | 0.7332 | 0.0539 |
| 0.5401 | 5.0 | 1340 | 0.7890 | 0.0994 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0
- Library
- transformers
- Type
- t5
- Created
- Oct 31, 2024
- Updated
- Oct 31, 2024