Anthropic Claude 3 model customization hyperparameters
Anthropic Claude 3 models support the following hyperparameters for model customization:
| Console Name | API Name | Definition | Default | Minimum | Maximum |
|---|---|---|---|---|---|
| Epoch count | epochCount | The maximum number of iterations through the entire training dataset | 2 | 1 | 10 |
| Batch size | batchSize | Number of samples processed before updating model parameters | 32 | 4 | 256 |
| Learning rate multiplier | learningRateMultiplier | Multiplier that influences the learning rate at which model parameters are updated after each batch | 1 | 0.1 | 2 |
| Early stopping threshold | earlyStoppingThreshold | Minimum improvement in validation loss required to prevent premature termination of the training process | 0.001 | 0 | 0.1 |
| Early stopping patience | earlyStoppingPatience | Tolerance for stagnation in the validation loss metric before stopping the training process | 2 | 1 | 10 |
