Solving the Clive Wearing Problem: One-Shot Episodic Memory for Frozen Transformers

Browse Source

Tommi Niemi / Rotko Networks

Hidden-state episodic memory for frozen transformers. No gradients.
Teach via one forward pass, recall via cosine similarity + logit injection.
200-line Python reproduction included.

pip install transformers torch numpy && python python/epimem.py

...

This commit is contained in:

Tommi Niemi

2026-04-05 01:20:17 +07:00

commit 176164815b

18 changed files with 786856 additions and 0 deletions

Show all changes Ignore whitespace when comparing lines Ignore changes in amount of whitespace Ignore changes in whitespace at EOL

Download Patch File Download Diff File Expand all files Collapse all files

BIN

paper.pdf Normal file

Binary file not shown.