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CLM

Contrastive Language Model: dual state/action encoders (frozen Qwen3-8B + 20M heads) where candidates embed once and cache, rather than re-reading the state. Apache 2.0, TypeSafe wire-compatible. Claims Jev parity on computer-use, gaming, and tool-calling at up to 9× lower latency, plus SOTA held-out verifier results (Terminal-Bench 2.1, DeepSWE).

section
Models
group
Open weights
source
github.com
repo
contrastive-lm/clm
stars
3,008 ▕█████████░░░▏
7-day gain
+249
forks
262
language
Python
license
Apache-2.0
last pushed
oct 5
added to list
sep 25

## history

2026-09-200 → 3k stars2026-10-13

also in Open weights