Gemini Diffusion

Gemini Diffusion

Google DeepMind
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About

DeepSeek-Coder-V2 is an open source code language model designed to excel in programming and mathematical reasoning tasks. It features a Mixture-of-Experts (MoE) architecture with 236 billion total parameters and 21 billion activated parameters per token, enabling efficient processing and high performance. The model was trained on an extensive dataset of 6 trillion tokens, enhancing its capabilities in code generation and mathematical problem-solving. DeepSeek-Coder-V2 supports over 300 programming languages and has demonstrated superior performance on benchmarks such surpassing other models. It is available in multiple variants, including DeepSeek-Coder-V2-Instruct, optimized for instruction-based tasks; DeepSeek-Coder-V2-Base, suitable for general text generation; and lightweight versions like DeepSeek-Coder-V2-Lite-Base and DeepSeek-Coder-V2-Lite-Instruct, designed for environments with limited computational resources.

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.

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 seeking a high-performance, open-source model for advanced code generation and mathematical reasoning tasks

Audience

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

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

DeepSeek
Founded: 2023
China
www.deepseek.com

Company Information

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

Alternatives

DeepCoder

DeepCoder

Agentica Project

Alternatives

ByteDance Seed

ByteDance Seed

ByteDance
DeepSWE

DeepSWE

Agentica Project
DeepSeekMath

DeepSeekMath

DeepSeek
Mercury Coder

Mercury Coder

Inception Labs
DeepSeek Coder

DeepSeek Coder

DeepSeek
ModelScope

ModelScope

Alibaba Cloud
StarCoder

StarCoder

BigCode

Categories

Categories

Integrations

C
C#
C++
CSS
Clojure
F#
Gemini
Gemini Enterprise
Go
HTML
Java
JavaScript
Kotlin
PHP
Python
R
Ruby
Rust
SQL
Visual Basic

Integrations

C
C#
C++
CSS
Clojure
F#
Gemini
Gemini Enterprise
Go
HTML
Java
JavaScript
Kotlin
PHP
Python
R
Ruby
Rust
SQL
Visual Basic
Claim DeepSeek-Coder-V2 and update features and information
Claim DeepSeek-Coder-V2 and update features and information
Claim Gemini Diffusion and update features and information
Claim Gemini Diffusion and update features and information