Free planner
LoRA config matrix planner
Describe your fine-tune and sweep the config matrix. You get projected wall-clock, cost, and quality per cell, ranked by cost-per-quality-point — plus the exact training config to copy. Managed GPU runs with measured evals land with early access.
Already ran your own sweeps? Rank real results by cost-per-quality-point
Paste CSV rows as config, eval score, cost ($) — measured numbers from your own runs. Ranking happens in your browser; nothing is uploaded.