the model repo, simple: the 1.1 container, the master weights, a short card; the technical read is on GitHub

model card: library_name shadow, so .shdw downloads are counted

SHADOW 50M Instruct: one supervised pass from the 45B base; conversation 10/10, same-key 0.88, programs 10/40, golden 8/8

model card: the .pt is the master weight of this run, with how to continue fine-tuning from it

SHADOW 50M Instruct: conversation, memory and record-selection fine-tune with replay; measured before/after