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paritok-4b-v1
Python

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, Cu

by Paritok-official · GitHub
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agentic-codingaiai-agentsApache-2.0Python
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Use a compression model to optimize coding tasks, reducing input size and costs while maintaining performance.

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913341
2026-07-312026-08-10
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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, Cu

paritok-4b-v1 has 913 stars on GitHub. It has been forked 114 times. paritok-4b-v1 is written mainly in Python. It has been in active development since 2026. paritok-4b-v1 is available under the Apache-2.0 license. Its main topics are agentic-coding, ai, ai-agents, ai-coding.

Frequently asked questions

What is 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, Cu

Is paritok-4b-v1 open source?

paritok-4b-v1 is an open-source project. It is released under the Apache-2.0 license.

Is paritok-4b-v1 free?

Yes. paritok-4b-v1 is free and open source — you can use, modify and self-host it.

What license does paritok-4b-v1 use?

paritok-4b-v1 is available under the Apache-2.0 license.

What language is paritok-4b-v1 written in?

paritok-4b-v1 is written mainly in Python.

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