SG Systems / Research
Research
Technical notes and model releases. The numbers that did not work are published alongside the ones that did.
2 entries
- Note
Why REMIT stops: the design decisions behind a decision system you can sign off
REMIT is built on four design decisions, none of them ours to invent: use a small model trained on one job, keep the facts in the documents, measure when the system is sure enough to act, and hand the rest to a person. This note explains each decision in plain terms and lists the published evidence behind it.
- Note
The Edge AI Physics of FORGE and HELIX: Forcing a 7B Hybrid onto an iPhone
We compressed a 7.59B hybrid model to 2.06 bpw, wrote a Metal prefill kernel for it, and ran the stack on an iPhone. It works. The memory wall we spent weeks designing around turned out not to be the one that stopped us.