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  [![Params](https://img.shields.io/badge/params-~70M-blue)](#-quick-facts)
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  [![Default](https://img.shields.io/badge/role-default%20ship-brightgreen)](#-why-micro)
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  [![License](https://img.shields.io/badge/license-Apache%202.0-green)](https://www.apache.org/licenses/LICENSE-2.0)
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- [![Sibling](https://img.shields.io/badge/sibling-AMS%20Hybrid%20120M-purple)](https://huggingface.co/vvarghese/ams-hybrid-120m)
 
 
 
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  </div>
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  ## πŸ“Œ Table of Contents
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- - [🌟 Why Micro](#-why-micro)
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- - [🧠 What it does](#-what-it-does)
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- - [πŸ“Š Quick facts](#-quick-facts)
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- - [🧬 Micro ↔ Hybrid](#-micro--hybrid)
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- - [πŸ–₯️ Built for ASI Agents](#️-built-for-asi-agents)
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- - [⚑ Performance](#-performance)
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- - [πŸš€ How to run](#-how-to-run)
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- - [🎯 Who it’s for](#-who-its-for)
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- - [πŸ“„ License](#-license)
 
 
 
 
 
 
 
 
 
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  ---
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  ## 🌟 Why Micro
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- A multi-agent desk feels *alive* when the first decision is instant, local, and intentional.
 
 
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- **AMS Micro** is the **default** on-device router for ASI Agents. It reads each turn on your machine, maps it into the core desk vocabulary (**26 intents**), and steers work to the right agent, tool, or model β€” private, lean, and ship-ready from day one.
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- | Superpower | What you get |
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  |---|---|
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- | πŸšͺ Front door | Default router for every install |
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- | ⚑ Speed | ~21 ms @ seq 128 on our ship CPU path |
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- | πŸ”’ Privacy | First decision stays on-device |
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- | πŸ“¦ Lean | ~260–273 MB ONNX Β· laptop-friendly |
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- | 🎯 Clarity | 26 intents tuned for real desk workflows |
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- | 🀝 Handoffs | Clean signals for Chief, tools, and escalate |
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- This is how experienced teams ship: **a named router SKU**, not a mystery prompt.
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  ---
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- ## 🧠 What it does
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  ```text
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- [ User / agent turn ]
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- β”‚
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- β–Ό
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- β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
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- β”‚ AMS Micro ~70M (local) β”‚
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- β”‚ intents = 26 (ship set) β”‚
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- β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
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- β”‚
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- β–Ό
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- β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
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- β”‚ Desk cascade β”‚
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- β”‚ agents Β· tools Β· UI Β· LLM β”‚
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- β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
 
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  [![Params](https://img.shields.io/badge/params-~70M-blue)](#-quick-facts)
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  [![Default](https://img.shields.io/badge/role-default%20ship-brightgreen)](#-why-micro)
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  [![License](https://img.shields.io/badge/license-Apache%202.0-green)](https://www.apache.org/licenses/LICENSE-2.0)
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+ [![Sibling](https://img.shields.io/badge/sibling-AMS%20Hybrid%20Q3x%20120M-purple)](https://huggingface.co/vvarghese/ams-hybrid-120m)
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+ [![Org](https://img.shields.io/badge/GitHub-asiagents-181717)](https://github.com/asiagents)
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+
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+ **Author:** V Varghese ([@vvarghese](https://huggingface.co/vvarghese)) Β· ASI Agents
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  </div>
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  ## πŸ“Œ Table of Contents
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+ - [Author note](#-author-note)
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+ - [Why Micro](#-why-micro)
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+ - [Product story](#-the-product-story-asi-agents--virtual-desktop)
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+ - [What Micro does](#-what-micro-does)
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+ - [Quick facts](#-quick-facts)
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+ - [Micro ↔ Hybrid](#-micro--hybrid)
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+ - [Performance](#-performance-measured-ship-path)
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+ - [How to run](#-how-to-run)
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+ - [Intended use](#-intended-use)
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+ - [Ethics & control](#-ethics--control)
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+ - [Citation](#-citation)
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+ - [License](#-license)
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+
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+ ---
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+
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+ ## πŸ‘€ Author note
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+
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+ I’m **V Varghese** ([@vvarghese](https://huggingface.co/vvarghese)). I build **ASI Agents** β€” local-first multi-agent desks. **AMS Micro ~70M** is the **default** on-device router: named SKU, honest ~70M branding, paired with Hybrid Q3x when you need more coverage.
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  ---
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  ## 🌟 Why Micro
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+ Understand intent β†’ route β†’ then spend heavy compute. Micro is the everyday front door: **26 intents**, ~70M class, snappy on CPU, private by default.
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+
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+ ---
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+ ## πŸ›οΈ The product story: ASI Agents + Virtual Desktop
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+ | Layer | Job |
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  |---|---|
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+ | ⚑ **AMS Micro ~70M** | Default on-device intent router (this model) |
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+ | πŸš€ **AMS Hybrid Q3x ~120M** | Optional richer router |
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+ | πŸ–₯️ **ASI Agents** | Desk β€” Home, Inbox, Board, Office, Group, approvals, Chief |
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+ | 🌐 **Virtual Desktop** | Allowlisted browser/desk tools, panic, consent |
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+ | 🧩 **Model lanes** | Ollama · llama.cpp · GGUF · APIs when connected |
 
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+ Micro decides what the turn means β†’ ASI Agents decides who acts β†’ Virtual Desktop when allowed. Modes: **Super Β· Multi Β· Pro**. Code: [asiagents](https://github.com/asiagents). This repo = weights + card only.
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  ---
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+ ## 🧠 What Micro does
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  ```text
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+ [ Turn ] β†’ [ AMS Micro ~70M ] β†’ [ ASI Agents cascade ] β†’ [ Virtual Desktop if allowed ]