Gemini Diffusion

Gemini Diffusion

Google DeepMind
+
+

Related Products

  • Google AI Studio
    11 Ratings
    Visit Website
  • LM-Kit.NET
    24 Ratings
    Visit Website
  • Vertex AI
    944 Ratings
    Visit Website
  • Concord
    237 Ratings
    Visit Website
  • Google Cloud BigQuery
    1,983 Ratings
    Visit Website
  • LTX
    141 Ratings
    Visit Website
  • Gemini Credit Card
    2 Ratings
    Visit Website
  • AthenaHQ
    33 Ratings
    Visit Website
  • Enterprise Bot
    23 Ratings
    Visit Website
  • boberdoo
    17 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-mini-reasoning is a 3.8-billion parameter transformer-based language model optimized for mathematical reasoning and step-by-step problem solving in environments with constrained computing or latency. Fine-tuned with synthetic data generated by the DeepSeek-R1 model, it balances efficiency with advanced reasoning ability. Trained on over one million diverse math problems spanning multiple levels of difficulty from middle school to Ph.D. level, Phi-4-mini-reasoning outperforms its base model on long sentence generation across various evaluations and surpasses larger models like OpenThinker-7B, Llama-3.2-3B-instruct, and DeepSeek-R1. It features a 128K-token context window and supports function calling, enabling integration with external tools and APIs. Phi-4-mini-reasoning can be quantized using Microsoft Olive or Apple MLX Framework for deployment on edge devices such as IoT, laptops, and mobile devices.

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

Developers wanting an AI model for educational tools and embedded tutoring

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

Phi-4-reasoning

Phi-4-reasoning

Microsoft
Mercury Coder

Mercury Coder

Inception Labs
DeepSeek R1

DeepSeek R1

DeepSeek
ModelScope

ModelScope

Alibaba Cloud
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-mini-reasoning and update features and information
Claim Phi-4-mini-reasoning and update features and information