Batch Size Calculator

Estimate optimal batch size based on GPU memory and model size.

GPU Memory (GB)

Model Memory (GB)

Sequence Length

Bytes/Param

Available Memory10.0 GB

Recommended Batch128

Max Theoretical Batch213

Power-of-2 batch sizes are generally more efficient. Use gradient accumulation for larger effective batches.