diffai

"Binary files differ" is not enough

Shows meaningful diffs for ML model files. Learning rate changes, gradient health, layer additions and deletions at a glance.

Get Started Free

"Model changes visible at a glance"

— ML Engineer

"Convenient for tracking training progress"

— Researcher

Features

11 Auto Analyses

11 Auto Analyses

Learning rate, optimizer, loss, accuracy, model version, gradient, quantization, convergence, activation, attention, ensemble.

Tensor Statistics

Tensor Statistics

Compare mean, std, min, max. Detects shape changes and parameter additions/deletions.

4 Formats

4 Formats

PyTorch (.pt/.pth), Safetensors, NumPy (.npy/.npz), MATLAB (.mat).

JSON/YAML Output

JSON/YAML Output

--output json/yaml for machine-readable output. Detect model changes in CI/CD.