Model Surgeon — Visual Neural-Network Surgical Suite
FALCONS.AI Edited Model — watermark detected
Surgery
copy holds the node on the clipboard · paste transplants it (weights byte-copied) INTO the selected node
replace swaps the node for a library component in place · move prompts for a destination (recommended · parent · child)
shortcuts: Ctrl+C copy · Ctrl+V paste · Del delete · U undo · R redo · L labels · ? help · saving resets the environment
⬇ Package Model downloads your package and then clears the table — save a Theatre first if you want to come back to this surgery
replace swaps the node for a library component in place · move prompts for a destination (recommended · parent · child)
shortcuts: Ctrl+C copy · Ctrl+V paste · Del delete · U undo · R redo · L labels · ? help · saving resets the environment
⬇ Package Model downloads your package and then clears the table — save a Theatre first if you want to come back to this surgery
Surgery Log
snap
ghost
replay
Functional Node Library
✕Tool Tray 2 · extended kitⓘ
✕Tissue Imaging activation-guided surgery
ⓘRun a real sample through the surgical plan. Layers light up by activation
strength; dead channels flag red. Re-run after edits for post-op imaging. A passing run also
confirms low-confidence identifications.
Hardware Costing a bill for every cut
ⓘAnalytical roofline estimates per deployment target — trust the deltas
between edits, not the absolutes. Baseline is your first estimate; every edit shows its cost.
Chimera Ward visual merging · signed lineage
ⓘLoad a donor model, blend aligned tensors (lerp / slerp), and export with a
cryptographically signed ancestry record. Both parents stay byte-preserved until export
computes the blend.
Upload Model for Surgery
drag & drop or click to browse
PyTorch .pt / .pth / .bin / .ckpt (state dicts · checkpoints · full models · YOLO)
TensorFlow-Keras .h5 / .hdf5 / .keras · .safetensors · .onnx
TensorFlow-Keras .h5 / .hdf5 / .keras · .safetensors · .onnx
— OR PULL FROM THE HUGGING FACE HUB —
try:
public repos — or your private ones with a read token · fetched into this ephemeral session · the one feature with egress
— OR GENERATE A BLANK MODEL —
SKELETON SIZE
small
base (2×)
RESTORE A SAVED THEATRE
drag to orbit · wheel to zoom · click a node or row for its anatomy
■ module ■ input ■ output ■ attention ■ weight ■ bias ■ norm ■ graft ■ selected
■ module ■ input ■ output ■ attention ■ weight ■ bias ■ norm ■ graft ■ selected
▶
Packageⓘ
—
PARAMETERS —LAYERS —
SIZE —TENSORS —
Architectureⓘ
—
Model Vitals — Knowledge Graphⓘ
Nodes & Layersⓘ
upload a model to begin