# Paritok-official/paritok-4b-v1

<https://repo.masters-masters.com/en/repos/Paritok-official/paritok-4b-v1>

[Home](https://repo.masters-masters.com/en) › [Paritok-official](https://repo.masters-masters.com/en/owners/Paritok-official) › [paritok-4b-v1](https://repo.masters-masters.com/en/repos/Paritok-official/paritok-4b-v1)

Paritok-official/paritok-4b-v1 has 1,442 stars on GitHub. Its RepoMasters card: Beta tier. Non-destructive compression gateway for AI coding agents. Cuts…

| Field | Value |
| --- | --- |
| Owner | [Paritok-official](https://repo.masters-masters.com/en/owners/Paritok-official) |
| Stars | 1,442 |
| Forks | 138 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | ai, ai-infrastructure, developer-tools, llms, agentic-coding, ai-agents, ai-coding, llm-gateway, token-optimization |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [Paritok-official/paritok-4b-v1](https://github.com/Paritok-official/paritok-4b-v1) |

## Repository

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\_UR…

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.