Fine-Tuning Cost Calculator

Estimate fine-tuning costs for LLMs.

Training Configuration

B

Estimated Total Cost

$29.41

5.7 GPU hours @ $5.12/hr

🖥️GPUs Required
3
⏱️Training Time
1.9h

Training Details

Memory Required208.6 GB
Total Steps3,750
Total Tokens61.4M
Cost per 1M Tokens$0.48

Parameter Efficiency

Trainable Parameters7.00B
Trainable %100.0%

Tip: LoRA and QLoRA can reduce costs by 50-90% compared to full fine-tuning while maintaining competitive performance.