Phi-4-mini-flash-reasoningMicrosoft
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Related Products
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About
The Avassa Edge Platform is an application management and operations platform built for resource-constrained edge environments such as retail stores, manufacturing plants, vehicles, or any remote sites.
Key capabilities include:
• Automated application deployments and updates across thousands of edge sites
• Zero-touch host onboarding and OS upgrades
• Real-time observability and health monitoring for every site
• Autonomous operation at each site and applications survivability even when offline
• Deep multi-tenancy with cryptographic isolation between tenants and sites
• Support for containerised workloads, virtual machines, and Edge AI models
Founded in 2020 and headquartered in Stockholm, Sweden, Avassa serves enterprise operations that require the reliability of cloud-native practices in bandwidth-constrained, latency-sensitive, and at times offline environments.
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About
Phi-4-mini-flash-reasoning is a 3.8 billion‑parameter open model in Microsoft’s Phi family, purpose‑built for edge, mobile, and other resource‑constrained environments where compute, memory, and latency are tightly limited. It introduces the SambaY decoder‑hybrid‑decoder architecture with Gated Memory Units (GMUs) interleaved alongside Mamba state‑space and sliding‑window attention layers, delivering up to 10× higher throughput and a 2–3× reduction in latency compared to its predecessor without sacrificing advanced math and logic reasoning performance. Supporting a 64 K‑token context length and fine‑tuned on high‑quality synthetic data, it excels at long‑context retrieval, reasoning tasks, and real‑time inference, all deployable on a single GPU. Phi-4-mini-flash-reasoning is available today via Azure AI Foundry, NVIDIA API Catalog, and Hugging Face, enabling developers to build fast, scalable, logic‑intensive applications.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
PaaS, Edge Computing
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Audience
AI professionals and developers searching for a tool to power advanced inference on edge and mobile platforms
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationAvassa
Founded: 2020
Sweden
avassa.io
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Company InformationMicrosoft
Founded: 1975
United States
azure.microsoft.com/en-us/blog/reasoning-reimagined-introducing-phi-4-mini-flash-reasoning/
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Integrations
Hugging Face
Microsoft 365 Copilot
Microsoft Foundry
Microsoft Foundry Agent Service
NVIDIA DRIVE
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Integrations
Hugging Face
Microsoft 365 Copilot
Microsoft Foundry
Microsoft Foundry Agent Service
NVIDIA DRIVE
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