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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 CodeSource?

HPC's CodeSource® is widely recognized as the leading locksmith software, offering a comprehensive code retrieval solution that includes eight specialized programs. The capability to create code-cut keys is vital, setting apart skilled locksmiths from ordinary key cutters. A code program is at the heart of any locksmith operation, serving as a critical resource for efficient functioning. With its intuitive design, HPC’s CodeSource® stands out as the most extensive code retrieval software on the market today, featuring a massive database filled with millions of codes that can be easily accessed. Operating on the Windows® platform, users can smoothly navigate through the software using straightforward point-and-click methods or well-established “hot keys.” CodeSource® streamlines the process of code lookup, eliminating obstacles for users who may not be technologically savvy, as it offers clear guidance through on-screen prompts. Furthermore, if any uncertainties arise, users can receive immediate help with just a click, ensuring they feel supported throughout their experience. This makes HPC's CodeSource® not only an essential tool for locksmiths but also a significant enhancement to their service capabilities. Ultimately, investing in this software could greatly elevate a locksmith's business and customer satisfaction levels.

Media

Media

Integrations Supported

Hugging Face
Together AI

Integrations Supported

Hugging Face
Together AI

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Hudson Lock

Date Founded

1963

Company Location

United States

Company Website

www.hudsonlock.com/product/codesource/

Categories and Features

Categories and Features

Locksmith

Billing & Invoicing
CRM
Dispatch Management
GPS Tracking
Inventory Management
Mobile Access
Payment Processing
Scheduling
Work Order Management

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