Phi-4-reasoning

Phi-4-reasoning

Microsoft
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About

Solve complex business problems when you can’t afford to be wrong. Use Elemental Cognition AI to deploy applications with transparent, provably correct reasoning. Large language models alone can’t be trusted to solve complex business problems. Deploy AI apps that explore and optimally solve complex problems when precision, accuracy, and transparency matter. Capture expert knowledge conversationally and turn it into a program automatically. Elemental Cognition compiles an easy-to-read English document into constraint-solving code so anyone can understand, test, and fine-tune the business logic governing your application. Manage the tradeoffs in hard problems and make sure your app never goes off the rails. Scale real-time constraint solving and optimization customized for your business using interactive AI that understands, reasons, and resolves complex tradeoffs to help users make the best decision.

About

Phi-4-reasoning is a 14-billion parameter transformer-based language model optimized for complex reasoning tasks, including math, coding, algorithmic problem solving, and planning. Trained via supervised fine-tuning of Phi-4 on carefully curated "teachable" prompts and reasoning demonstrations generated using o3-mini, it generates detailed reasoning chains that effectively leverage inference-time compute. Phi-4-reasoning incorporates outcome-based reinforcement learning to produce longer reasoning traces. It outperforms significantly larger open-weight models such as DeepSeek-R1-Distill-Llama-70B and approaches the performance levels of the full DeepSeek-R1 model across a wide range of reasoning tasks. Phi-4-reasoning is designed for environments with constrained computing or latency. Fine-tuned with synthetic data generated by DeepSeek-R1, it provides high-quality, step-by-step problem solving.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and businesses requiring an AI solution to deploy applications

Audience

Educators and developers seeking an AI tool offering models for complex reasoning tasks

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Elemental Cognition
ec.ai/

Company Information

Microsoft
Founded: 1975
United States
azure.microsoft.com/en-us/blog/one-year-of-phi-small-language-models-making-big-leaps-in-ai/

Alternatives

Alternatives

Open R1

Open R1

Open R1
DeepSeek R1

DeepSeek R1

DeepSeek
Phi-4-reasoning

Phi-4-reasoning

Microsoft
DeepCoder

DeepCoder

Agentica Project

Categories

Categories

Integrations

Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models

Integrations

Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models
Claim Elemental Cognition and update features and information
Claim Elemental Cognition and update features and information
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