V Varghese commited on
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README.md
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[](#-quick-facts)
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[](#-why-micro)
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[](https://www.apache.org/licenses/LICENSE-2.0)
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[](https://huggingface.co/vvarghese/ams-hybrid-120m)
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</div>
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## π Table of Contents
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---
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## π Why Micro
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| π€ Handoffs | Clean signals for Chief, tools, and escalate |
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## π§ What
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```text
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β
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βΌ
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βββββββββββββββββββββββββββββββ
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β AMS Micro ~70M (local) β
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β intents = 26 (ship set) β
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βββββββββββββββββββββββββββββββ
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β
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βΌ
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βββββββββββββββββββββββββββββββ
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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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βββββββββββββββββββββββββββββββ
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[](#-quick-facts)
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[](#-why-micro)
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[](https://www.apache.org/licenses/LICENSE-2.0)
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[](https://huggingface.co/vvarghese/ams-hybrid-120m)
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[](https://github.com/asiagents)
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**Author:** V Varghese ([@vvarghese](https://huggingface.co/vvarghese)) Β· ASI Agents
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</div>
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## π 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 β 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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## π€ Author note
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Iβm **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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## π 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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## ποΈ The product story: ASI Agents + Virtual Desktop
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| Layer | Job |
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| β‘ **AMS Micro ~70M** | Default on-device intent router (this model) |
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| π **AMS Hybrid Q3x ~120M** | Optional richer router |
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| π₯οΈ **ASI Agents** | Desk β Home, Inbox, Board, Office, Group, approvals, Chief |
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| π **Virtual Desktop** | Allowlisted browser/desk tools, panic, consent |
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| π§© **Model lanes** | Ollama Β· llama.cpp Β· GGUF Β· 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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## π§ 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 ]
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