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What is DeepSeek-V2?

DeepSeek-V2 represents an advanced Mixture-of-Experts (MoE) language model created by DeepSeek-AI, recognized for its economical training and superior inference efficiency. This model features a staggering 236 billion parameters, engaging only 21 billion for each token, and can manage a context length stretching up to 128K tokens. It employs sophisticated architectures like Multi-head Latent Attention (MLA) to enhance inference by reducing the Key-Value (KV) cache and utilizes DeepSeekMoE for cost-effective training through sparse computations. When compared to its earlier version, DeepSeek 67B, this model exhibits substantial advancements, boasting a 42.5% decrease in training costs, a 93.3% reduction in KV cache size, and a remarkable 5.76-fold increase in generation speed. With training based on an extensive dataset of 8.1 trillion tokens, DeepSeek-V2 showcases outstanding proficiency in language understanding, programming, and reasoning tasks, thereby establishing itself as a premier open-source model in the current landscape. Its groundbreaking methodology not only enhances performance but also sets unprecedented standards in the realm of artificial intelligence, inspiring future innovations in the field.

What is Actable AI?

Utilizing state-of-the-art open-source AutoML technology, we streamline the development of high-quality models while eliminating common complexities. Our methodology integrates Deep Learning with pre-trained models to boost intelligence at every turn. By merging Causal AI with AutoML, we promote fairness, support causal inference, and allow for counterfactual predictions. All models can be rapidly deployed for real-time use via the web or an API. We also deliver in-depth insights into feature significance and model interpretations through Shapley values. Our fully open-source AI framework enables thorough auditing and broad applicability of our algorithms across various domains. We skillfully categorize customers or products into similar groups, enriched by a wide variety of features. Through the examination of historical data, we identify temporal patterns to produce precise future predictions. Moreover, we create predictive models using labeled data that can accurately deduce outcomes for unlabeled datasets, significantly boosting our forecasting abilities. This groundbreaking platform not only empowers users but also fosters a culture of informed decision-making based on reliable data analyses, ultimately enhancing business strategies.

Media

Media

Integrations Supported

Google Sheets
Microsoft Excel
SQL
SiliconFlow

Integrations Supported

Google Sheets
Microsoft Excel
SQL
SiliconFlow

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$80 per user per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

DeepSeek

Date Founded

2023

Company Location

China

Company Website

deepseek.com

Company Facts

Organization Name

Actable AI

Date Founded

2020

Company Location

United Kingdom

Company Website

www.actable.ai/

Categories and Features

Categories and Features

Data Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

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