DeepSeek R2

DeepSeek R2

DeepSeek
PanGu-Σ

PanGu-Σ

Huawei
+
+

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About

DeepSeek R2 is the anticipated successor to DeepSeek R1, a groundbreaking AI reasoning model launched in January 2025 by the Chinese AI startup DeepSeek. Building on R1’s success, which disrupted the AI industry with its cost-effective performance rivaling top-tier models like OpenAI’s o1, R2 promises a quantum leap in capabilities. It is expected to deliver exceptional speed and human-like reasoning, excelling in complex tasks such as advanced coding and high-level mathematical problem-solving. Leveraging DeepSeek’s innovative Mixture-of-Experts architecture and efficient training methods, R2 aims to outperform its predecessor while maintaining a low computational footprint, potentially expanding its reasoning abilities to languages beyond English.

About

Significant advancements in the field of natural language processing, understanding, and generation have been achieved through the expansion of large language models. This study introduces a system which utilizes Ascend 910 AI processors and the MindSpore framework to train a language model with over a trillion parameters, specifically 1.085T, named PanGu-{\Sigma}. This model, which builds upon the foundation laid by PanGu-{\alpha}, takes the traditionally dense Transformer model and transforms it into a sparse one using a concept known as Random Routed Experts (RRE). The model was efficiently trained on a dataset of 329 billion tokens using a technique called Expert Computation and Storage Separation (ECSS), leading to a 6.3-fold increase in training throughput via heterogeneous computing. Experimentation indicates that PanGu-{\Sigma} sets a new standard in zero-shot learning for various downstream Chinese NLP tasks.

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

Experts, engineers, and institutions looking for cutting-edge open-source reasoning models to tackle complex challenges in areas such as mathematics, programming, and AI-powered problem-solving

Audience

AI developers

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

No images available

Screenshots and Videos

No images available

Pricing

Free
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

DeepSeek
Founded: 2023
China
deepseek.com

Company Information

Huawei
Founded: 1987
China
huawei.com

Alternatives

DeepSeek R1

DeepSeek R1

DeepSeek

Alternatives

LTM-1

LTM-1

Magic AI
PanGu-α

PanGu-α

Huawei
DeepSeek-V3.2

DeepSeek-V3.2

DeepSeek
DeepSeek-V2

DeepSeek-V2

DeepSeek
DeepSeek-V2

DeepSeek-V2

DeepSeek
VideoPoet

VideoPoet

Google
OPT

OPT

Meta

Categories

Categories

Integrations

C
C++
CSS
Clojure
DeepSeek
F#
Go
Java
JavaScript
Julia
PHP
PanGu Chat
Python
R
Ruby
Rust
Snowflake
Tencent Yuanbao
TypeScript
Visual Basic

Integrations

C
C++
CSS
Clojure
DeepSeek
F#
Go
Java
JavaScript
Julia
PHP
PanGu Chat
Python
R
Ruby
Rust
Snowflake
Tencent Yuanbao
TypeScript
Visual Basic
Claim DeepSeek R2 and update features and information
Claim DeepSeek R2 and update features and information
Claim PanGu-Σ and update features and information
Claim PanGu-Σ and update features and information