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What is Phi-4-mini-reasoning?

Phi-4-mini-reasoning is an advanced transformer-based language model that boasts 3.8 billion parameters, tailored specifically for superior performance in mathematical reasoning and systematic problem-solving, especially in scenarios with limited computational resources and low latency. The model's optimization is achieved through fine-tuning with synthetic data generated by the DeepSeek-R1 model, which effectively balances performance and intricate reasoning skills. Having been trained on a diverse set of over one million math problems that vary from middle school level to Ph.D. complexity, Phi-4-mini-reasoning outperforms its foundational model by generating extensive sentences across numerous evaluations and surpasses larger models like OpenThinker-7B, Llama-3.2-3B-instruct, and DeepSeek-R1 in various tasks. Additionally, it features a 128K-token context window and supports function calling, which ensures smooth integration with different external tools and APIs. This model can also be quantized using the Microsoft Olive or Apple MLX Framework, making it deployable on a wide range of edge devices such as IoT devices, laptops, and smartphones. Furthermore, its design not only enhances accessibility for users but also opens up new avenues for innovative applications in the realm of mathematics, potentially revolutionizing how such problems are approached and solved.

What is Olive?

Olive revolutionizes the software selection journey, allowing your organization to collaborate effectively and swiftly make unbiased choices regarding software solutions. By leveraging Olive, you can enhance your technology vendor selection process through active engagement with internal stakeholders to assess enterprise technology vendors that align with your unique business needs. The user-friendly online platform developed by Olive simplifies the entire workflow, allowing you to define your requirements and invite capable vendors to propose their solutions. With the support of Olive, your organization can confidently select solutions that drive digital transformation. Remarkably, Olive has helped organizations realize over 60% savings on software selection expenses compared to traditional in-house approaches for individual projects, and these savings can increase significantly when multiple projects or integrations are handled simultaneously. Olive offers a comprehensive suite of features aimed at improving discovery, refining requirements management, and expediting the selection of solutions, among other capabilities. Furthermore, utilizing Olive encourages teams to enhance communication and collaboration, ultimately resulting in better-informed decision-making processes that benefit the organization as a whole. The ability to integrate various functionalities seamlessly positions Olive as an invaluable asset in the quest for optimal software solutions.

Media

Media

Integrations Supported

Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models

Integrations Supported

Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$1,500 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/blog/one-year-of-phi-small-language-models-making-big-leaps-in-ai/

Company Facts

Organization Name

Olive

Company Location

Canada

Company Website

olive.app/

Categories and Features

Categories and Features

RFP

Bid Management
Collaboration
Content Management
Data Import / Export
Due Date Tracking
Knowledge Library
Progress Tracking
RFP Creation
RFP Responding
Requirements Management
Task Management
Templates
Vendor Management

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