Gemini Diffusion

Gemini Diffusion

Google DeepMind
Phi-4-reasoning

Phi-4-reasoning

Microsoft
+
+

Related Products

  • Google AI Studio
    11 Ratings
    Visit Website
  • LM-Kit.NET
    24 Ratings
    Visit Website
  • Vertex AI
    827 Ratings
    Visit Website
  • Concord
    237 Ratings
    Visit Website
  • Google Cloud BigQuery
    1,939 Ratings
    Visit Website
  • LTX
    141 Ratings
    Visit Website
  • DXtrade
    6 Ratings
    Visit Website
  • Gemini Credit Card
    2 Ratings
    Visit Website
  • AthenaHQ
    30 Ratings
    Visit Website
  • Enterprise Bot
    23 Ratings
    Visit Website

About

Gemini Diffusion is our state-of-the-art research model exploring what diffusion means for language and text generation. Large-language models are the foundation of generative AI today. We’re using a technique called diffusion to explore a new kind of language model that gives users greater control, creativity, and speed in text generation. Diffusion models work differently. Instead of predicting text directly, they learn to generate outputs by refining noise, step by step. This means they can iterate on a solution very quickly and error correct during the generation process. This helps them excel at tasks like editing, including in the context of math and code. Generates entire blocks of tokens at once, meaning it responds more coherently to a user’s prompt than autoregressive models. Gemini Diffusion’s external benchmark performance is comparable to much larger models, whilst also being faster.

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

AI researchers and developers seeking a tool providing editable text generation by leveraging diffusion-based language modeling

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

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

Review this Software

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

Google DeepMind
Founded: 2010
United Kingdom
deepmind.google/models/gemini-diffusion/

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

ByteDance Seed

ByteDance Seed

ByteDance

Alternatives

Mercury Coder

Mercury Coder

Inception Labs
Open R1

Open R1

Open R1
ModelScope

ModelScope

Alibaba Cloud
DeepSeek R1

DeepSeek R1

DeepSeek
DeepCoder

DeepCoder

Agentica Project

Categories

Categories

Integrations

Gemini
Gemini Enterprise
Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models
WeatherNext

Integrations

Gemini
Gemini Enterprise
Hugging Face
Microsoft Azure
Microsoft Foundry
Microsoft Foundry Models
WeatherNext
Claim Gemini Diffusion and update features and information
Claim Gemini Diffusion and update features and information
Claim Phi-4-reasoning and update features and information
Claim Phi-4-reasoning and update features and information