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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 Oliv?

Oliv boosts sales effectiveness through the analysis of recorded discussions, enabling salespeople to thrive in every engagement while assisting managers in tracking the implementation of sales methodologies. It carefully refines call scripts, updates competitive battle cards, and provides your sales force with precise answers based on real-life scenarios. You can initiate the shift from an annual refresh of your playbook to a monthly update starting now. Moreover, Oliv aids sellers in performing comprehensive pre-call research, delivers real-time insights during conversations, and helps them identify the optimal next steps you have defined, thus ensuring a smooth purchasing journey for your customers. By automatically identifying key figures such as champions, economic buyers, and influencers, Oliv assesses their understanding of your products and services. It also keeps an eye on and highlights the necessary follow-up actions for each opportunity, ensuring you stay updated on your sales pipeline and can act swiftly on new prospects. With the capabilities of Oliv, you have the potential to enhance your sales strategy significantly and experience ongoing success that propels your business forward. In an ever-evolving market, leveraging such innovative tools is crucial for staying ahead of the competition.

Media

Media

Integrations Supported

Gong
Google Meet
Guru
Highspot
HubSpot CRM
Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models
Salesforce
Zoom

Integrations Supported

Gong
Google Meet
Guru
Highspot
HubSpot CRM
Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models
Salesforce
Zoom

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Oliv

Company Website

www.oliv.ai

Categories and Features

Categories and Features

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