Speed predictions with receipts: bandwidth roofline, real-runs chart, honest provenance

Fix kernels version clash: pin to transformers' declared range

Deploy FitCheck: engine + Nemotron model brick on ZeroGPU

Deploy FitCheck UI brick

initial commit