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gpt2-moe-top2-4-partitioned-cola
lightsout19/gpt2-moe-top2-4-partitioned-cola
gpt2-moe-top2-4-partitioned-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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Model type
- gpt2
- Access
- Public
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024
- SHA
- 2bd0a93e
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. -->
gpt2-moe-top2-4-partitioned-cola
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6223
- Matthews Correlation: -0.0359
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 | 0.6221 | 0.0 |
| 0.6123 | 2.0 | 536 | 0.6191 | 0.0 |
| 0.6123 | 3.0 | 804 | 0.6162 | 0.0 |
| 0.6031 | 4.0 | 1072 | 0.6129 | 0.0 |
| 0.6031 | 5.0 | 1340 | 0.6088 | 0.0 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.4.0
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- gpt2
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024