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soape_520m_4
OptimizerStudy/soape_520m_4
soape_520m_4 is a machine learning model from OptimizerStudy. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
- Source: https://arxiv.org/abs/2509.02046 - Optimizer: soape - Model size: 520m - Data size: 42B
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At a glance
- Model type
- llama
- Access
- Public
- Created
- Oct 24, 2025
- Updated
- Oct 24, 2025
- SHA
- d1b9d8ae
Model card
From the Hugging Face model README
Model Card
- Source: https://arxiv.org/abs/2509.02046
- Optimizer:
soape - Model size:
520m - Data size:
42B
Best configuration
| Hyperparameter | Value |
|---|---|
| beta1 | 0.95 |
| beta2 | 0.99 |
| block_size | 512 |
| epsilon | 1e-10 |
| learning_rate | 0.004 |
| max_grad_norm | 1 |
| min_lr_ratio | 0 |
| partition_grads_into_blocks | True |
| precondition_frequency | 10 |
| shampoo_beta | 0.95 |
| train_batch_size | 256 |
| warmup | 1000 |
| weight_decay | 0.1 |
- Type
- llama
- Created
- Oct 24, 2025
- Updated
- Oct 24, 2025