Prompt

VAULTED

MetaModel

Creator:

About this prompt

A task-conditioned hypernetwork transformer prototype that generates bounded per-layer deltas and uses residual adapters as the actual controllable pathway, with early evidence on synthetic digit-reasoning tasks and an explicit proxy-failure diagnostic.

MetaModel

Characters325

Words45

~Tokens82

Size325 B

Interactive REPL

python3 main.py

Single prediction

python3 main.py --predict 42 fib_check

Self-correction loop (retry until correct)

python3 main.py --retry 1234 digit_sum

Full benchmark on all 10 tasks

python3 main.py --benchmark

Train the model

python3 main.py --train --epochs 50 --batch-size 64

Comments & Discussion

Scroll to load comments...

Prompt

MetaModel

About this prompt

Interactive REPL

Single prediction

Self-correction loop (retry until correct)

Full benchmark on all 10 tasks

Train the model

Comments & Discussion

Tags

Share

Chat