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rus_gpt2_3_epoch
SaviAnna/rus_gpt2_3_epoch
rus_gpt2_3_epoch is a machine learning model from SaviAnna. 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
- Aug 13, 2024
- Updated
- Aug 13, 2024
- SHA
- 4de78b34
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. -->
rus_gpt2_3_epoch
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.8266
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: 0.005
- 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: cosine
- lr_scheduler_warmup_steps: 50
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.8634 | 0.2411 | 2000 | 3.4019 |
| 3.3647 | 0.4821 | 4000 | 3.1744 |
| 3.1311 | 0.7232 | 6000 | 2.9441 |
| 2.9332 | 0.9642 | 8000 | 2.8266 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- gpt2
- Created
- Aug 13, 2024
- Updated
- Aug 13, 2024