Research & Science

CHUNKING.md · 3 documents

Chunking

This RFC proposes a modification to the Kimchi proof system and the pickles recursion layer to increase the circuit size limit by splitting the polynomials from a circuit into 'chunks' which are less than the hard limit of 2^16 that Mina / SnarkyJS supports.

o1-labs

CHUNKING.md

Step 7: Action Chunking

Instead of predicting one action at a time, predict a sequence of actions (chunk). This captures temporal structure and is a key idea from ACT (Action Chunking with Transformers) that carries into Pi0.

kying18

CHUNKING.md

Stable Chunking

Take the following causal graph on two replicas.

inkandswitch