paritok-4b-v1
Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.
Paritok-official/paritok-4b-v1
View on GitHub ↗Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.
paritok-4b-v1 grew -0.8% in the last 30 days, ranks 8th of 29 in On-Device / Small Models, last commit 19 days ago.
Star trajectory
86 days tracked-0.8% in 30d, below the On-Device / Small Models median of +1.7%.
Last commit 19 days ago, staler than the median of 11d.
How it compares in On-Device / Small Models
Ranked 8th of 29 by stars.
- Language
- Python
- License
- Apache License 2.0
- Contributors
- 10
- Forks
- 138
- Watchers
- 128
- Open issues
- 5
- Releases
- 0
- Created
- 2026-07-15
- Stars this week
- -20
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