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Paritok-official/paritok-4b-v1publicPythongithub.com/Paritok-official/paritok-4b-v1
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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.

AI AGENTSCLAUDE CODELLM INFRAAIAI INFRASTRUCTUREDEVELOPER TOOLSTRENDING #1258
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// OWNER · Paritok-official · REPO SNAPSHOT

github.com/Paritok-official

Paritok-official

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.

GitHubParitok-official
STARS785+0 · 7d
FORKS88+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS18· 0 
LICENSE—no license file
LANGUAGEPython 
FOUNDED—
LOCATION—
MEMBERS—
PUBLIC REPOS—
TOTAL STARS—
FOCUS—
FUNDING—

//STAR HISTORY · 12M

+0 all-time-window
Star history not yet available
We don't have a sampled star timeline for Paritok-official/paritok-4b-v1 yet. The chart populates once the daily snapshot pass collects its first data points for this repo.
//WHY IT'S TRENDING· narrative synthesis · medium confidence

Paritok-official/paritok-4b-v1 is sitting at #1258 on the trending leaderboard with a pulse of 10/100 — cross-source mentions are firing on 1 of 6 channels (Hacker News), while GitHub, X, and Bluesky stay quiet.

Cross-source chatter is the headline this window: 1 mention in the last 24h across the AI agent / LLM tooling stack, with no clean 7-day star reference to anchor a comparison.

Watch-outs: no tagged release on record (treat as pre-stable). Read this as an early signal — narrow channel breadth means the conversation hasn't reached the wider audience yet.

↻ refreshed 20m ago· next sync in 45m· sourced from 1 channel · 1 mention / 24h

// RELATED REPOS · CROSS-SOURCE OVERLAP

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▌ FAQ · answers from the data spine

What is 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.
Who maintains paritok-4b-v1?
Maintained by Paritok-official (the owner) on GitHub.
What language is paritok-4b-v1 written in?
Primarily Python.
When was paritok-4b-v1 created? When was the last update?
Created July 15, 2026 · last commit August 7, 2026.
How do I install paritok-4b-v1?
Clone the repo:
git clone https://github.com/Paritok-official/paritok-4b-v1.git
Then follow the README in the cloned directory.
Is paritok-4b-v1 actively maintained?
stalled — no commits for an extended period

//COMMENTS · 0

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