Paritok-official/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.
View on GitHub →Where this sits in the catalog
Most-wanted open issues
Ranked by 👍 reactions. 5 open issues total, checked 2026-10-19.
| Issue | 👍 | Comments | Opened |
|---|---|---|---|
| 0 | 1 | 3 wk | |
| 0 | 1 | 2 mo | |
Evidence Retention Risk In Noisy Coding-Agent Contexts enhancement, roadmap | 0 | 1 | 2 mo |
The L0–L3 level dial is implemented but nothing ever selects between values enhancement, roadmap | 0 | 1 | 2 mo |
| 0 | 2 | 2 mo |
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