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electra128b128l
IvashinMaxim/electra128b128l
electra128b128l is a text classification model from IvashinMaxim. 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
- electra
- Access
- Public
- Created
- May 15, 2024
- Updated
- May 15, 2024
- SHA
- 51282fce
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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. -->
electra128b128l
This model is a fine-tuned version of ai-forever/ruElectra-medium on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9516
- Accuracy: 0.6304
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: 1e-05
- train_batch_size: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.2708 | 1.0 | 1407 | 1.1104 | 0.5619 |
| 1.0724 | 2.0 | 2814 | 1.0100 | 0.606 |
| 0.9986 | 3.0 | 4221 | 0.9652 | 0.6258 |
| 0.9596 | 4.0 | 5628 | 0.9516 | 0.6304 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- License
- mit
- Created
- May 15, 2024
- Updated
- May 15, 2024