14-stage Fusion Pipeline for LLM token compression — reversible compression, AST-aware code analysis, intelligent content routing. Zero LLM inference cost. MIT licensed.

[TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198

📚 Collection of token-level model compression resources.

Token-Oriented Object Notation - A compact data format for reducing token consumption when sending structured data to LLMs (PHP implementation)

The official code for the paper: LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs

Official repository of the paper "A Glimpse to Compress: Dynamic Visual Token Pruning for Large Vision-Language Models"

[ICLR 2026 Oral] FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging

Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.

You say it. AutoCode builds it. 38 professional skills, persistent memory, 60%+ dev cost savings. Zero dependencies. Free forever.

[CVPR 2026] FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding

Open-source AI gateway written in Rust, with token compression for Claude Code, Codex... and any other LLM client.

[ICLR 2026] Official code repository for "⚡️VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration"

ultra-lightweight, mathematically robust prompt compression middleware

Lossless-first prompt compression for JSON, YAML, CSV, and Markdown. Library, CLI, MCP server, desktop app, and browser extension.

[ICLR 2026] MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

The browser engine for agents. HTML in, Semantic Object Model out. 10x token compression, V8 JS rendering, CDP compatible. Apache-2.0.

⚡ Cut Claude Code context 60-90%. Live stdout today, session-history compression coming v0.2.

😎 Awesome papers on token redundancy reduction

This repo integrates DyCoke's token compression method with VLMs such as Gemma3 and InternVL3

Rust Local Token Compression Proxy for coding agents, built solo for GenAI Genesis 2026. 🏆 1st Google Sustainability Hack