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What is DeepCoder?

DeepCoder, a fully open-source initiative for code reasoning and generation, has been created through a collaboration between the Agentica Project and Together AI. Built on the foundation of DeepSeek-R1-Distilled-Qwen-14B, it has been fine-tuned using distributed reinforcement learning techniques, achieving an impressive accuracy of 60.6% on LiveCodeBench, which represents an 8% improvement compared to its predecessor. This remarkable performance positions it competitively alongside proprietary models such as o3-mini (2025-01-031 Low) and o1, all while operating with a streamlined 14 billion parameters. The training process was intensive, lasting 2.5 weeks on a fleet of 32 H100 GPUs and utilizing a meticulously curated dataset comprising around 24,000 coding challenges obtained from reliable sources such as TACO-Verified, PrimeIntellect SYNTHETIC-1, and submissions to LiveCodeBench. Each coding challenge was required to include a valid solution paired with at least five unit tests to ensure robustness during the reinforcement learning phase. Additionally, DeepCoder employs innovative methods like iterative context lengthening and overlong filtering to effectively handle long-range contextual dependencies, allowing it to tackle complex coding tasks with proficiency. This distinctive approach not only enhances DeepCoder's accuracy and reliability in code generation but also positions it as a significant player in the landscape of code generation models. As a result, developers can rely on its capabilities for diverse programming challenges.

What is Chaos Intellect?

Chaos Intellect: The definitive answer for managing business emails and CRM contacts! If you haven't yet discovered Chaos Intellect, you're in for a delightful surprise! With a wealth of experience in crafting high-quality contact management software, we proudly present our award-winning application, Time & Chaos. Chaos Intellect combines this exceptional contact management skill with a superb email client designed specifically for your needs! So, why should you choose Chaos Intellect over the competition? We offer two ways to provide clarity: on the left, delve into our features tailored for Casual Users, Business Users, or Advanced Power Users. On the right, listen to our happy customers sharing their experiences and how Intellect has positively impacted their lives. Continue reading for further insights! Once you find sufficient reasons to give it a try, remember that we provide a fully-functional trial version for download, allowing you to explore all features without any restrictions or hassle. We invite you to experience its remarkable capabilities firsthand without any doubts! Furthermore, our dedication to your satisfaction ensures that we are always available to support you throughout your trial journey, helping you make the most of this powerful tool.

Media

Media

Integrations Supported

Hugging Face
Microsoft 365
Microsoft Access
Microsoft Excel
Microsoft Exchange
Microsoft Outlook
Skype
Together AI

Integrations Supported

Hugging Face
Microsoft 365
Microsoft Access
Microsoft Excel
Microsoft Exchange
Microsoft Outlook
Skype
Together AI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

$59.95 per user
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

Agentica Project

Date Founded

2025

Company Location

United States

Company Website

agentica-project.com

Company Facts

Organization Name

Chaos Software

Date Founded

1997

Company Location

United States

Company Website

www.chaossoftware.com/intellect.aspx

Categories and Features

Categories and Features

Contact Management

Activity Management
Appointment Management
Contact Database
Contact History
Contact Import/Export
Customer Pipeline
Email Marketing
Group Management
Interaction Tracking
Lead Management
Prospecting Tools
Sales Pipeline Management
Search / Filter
Segmentation
Shared Contacts
Social Media Integration

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