DeepCoder

DeepCoder

Agentica Project
DeepSeek R1

DeepSeek R1

DeepSeek
+
+

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About

DeepCoder is a fully open source code-reasoning and generation model released by Agentica Project in collaboration with Together AI. It is fine-tuned from DeepSeek-R1-Distilled-Qwen-14B using distributed reinforcement learning, achieving a 60.6% accuracy on LiveCodeBench (representing an 8% improvement over the base), a performance level that matches that of proprietary models such as o3-mini (2025-01-031 Low) and o1 while using only 14 billion parameters. It was trained over 2.5 weeks on 32 H100 GPUs with a curated dataset of roughly 24,000 coding problems drawn from verified sources (including TACO-Verified, PrimeIntellect SYNTHETIC-1, and LiveCodeBench submissions), each problem requiring a verifiable solution and at least five unit tests to ensure reliability for RL training. To handle long-range context, DeepCoder employs techniques such as iterative context lengthening and overlong filtering.

About

DeepSeek-R1 is an advanced open-source reasoning model developed by DeepSeek, designed to rival OpenAI's Model o1. Accessible via web, app, and API, it excels in complex tasks such as mathematics and coding, demonstrating superior performance on benchmarks like the American Invitational Mathematics Examination (AIME) and MATH. DeepSeek-R1 employs a mixture of experts (MoE) architecture with 671 billion total parameters, activating 37 billion parameters per token, enabling efficient and accurate reasoning capabilities. This model is part of DeepSeek's commitment to advancing artificial general intelligence (AGI) through open-source innovation.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Supported
iPad Supported
Android Supported
Chromebook Supported

Audience

Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models

Audience

Researchers, developers, and organizations seeking advanced, open-source reasoning models for complex tasks like mathematics, programming, and AI-driven problem-solving

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

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:

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Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • DeepSeek-R1 is a remarkable AI model that has significantly enhanced my data analysis tasks. Its open-source nature allows for extensive customization, making it adaptable to various project needs. The model's performance is on par with leading AI models, yet it operates at a fraction of the cost, which is a substantial advantage. Additionally, DeepSeek-R1's integration capabilities with web, app, and API platforms provide flexibility in deployment across different environments.

Cons

  • Haven't found any cons yet. This model is so capable.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com

Company Information

DeepSeek
Founded: 2023
China
www.deepseek.com

Alternatives

DeepSWE

DeepSWE

Agentica Project

Alternatives

Devstral 2

Devstral 2

Mistral AI
Devstral Small 2

Devstral Small 2

Mistral AI
Claude Sonnet 4

Claude Sonnet 4

Anthropic
DeepSeek R2

DeepSeek R2

DeepSeek
DeepScaleR

DeepScaleR

Agentica Project

Categories

AI Coding Models Supported
AI Models Supported

Categories

Agentic AI Supported
AI Agents Supported
AI Coding Models Supported
AI Models Supported
Foundation Models Supported

Integrations

01.AI Not Supported
C Not Supported
C# Not Supported
Database Mart Not Supported
F# Not Supported
Forge Code Not Supported
Gemini Enterprise Agent Platform Not Supported
GitHub Not Supported
Julia Not Supported
Kotlin Not Supported
Microsoft Foundry Not Supported
Mirai Not Supported
Ollama Not Supported
Phala Not Supported
Ruby Not Supported
Rust Not Supported
SSSModel Not Supported
SambaNova Not Supported
Tencent Yuanbao Not Supported
kluster.ai Not Supported

Integrations

01.AI Supported
C Supported
C# Supported
Database Mart Supported
F# Supported
Forge Code Supported
Gemini Enterprise Agent Platform Supported
GitHub Supported
Julia Supported
Kotlin Supported
Microsoft Foundry Supported
Mirai Supported
Ollama Supported
Phala Supported
Ruby Supported
Rust Supported
SSSModel Supported
SambaNova Supported
Tencent Yuanbao Supported
kluster.ai Supported
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
Claim DeepSeek R1 and update features and information
Claim DeepSeek R1 and update features and information