DeepCoder

DeepCoder

Agentica Project
DeepCoder DeepSeek-Coder-V2

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DeepCoder:

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.
DeepSeek-Coder-V2:

About

DeepSeek-Coder-V2 is an open source code language model designed to excel in programming and mathematical reasoning tasks. It features a Mixture-of-Experts (MoE) architecture with 236 billion total parameters and 21 billion activated parameters per token, enabling efficient processing and high performance. The model was trained on an extensive dataset of 6 trillion tokens, enhancing its capabilities in code generation and mathematical problem-solving. DeepSeek-Coder-V2 supports over 300 programming languages and has demonstrated superior performance on benchmarks such surpassing other models. It is available in multiple variants, including DeepSeek-Coder-V2-Instruct, optimized for instruction-based tasks; DeepSeek-Coder-V2-Base, suitable for general text generation; and lightweight versions like DeepSeek-Coder-V2-Lite-Base and DeepSeek-Coder-V2-Lite-Instruct, designed for environments with limited computational resources.
DeepCoder:

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
DeepSeek-Coder-V2:

Platforms Supported

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

Audience

Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models
DeepSeek-Coder-V2:

Audience

Developers seeking a high-performance, open-source model for advanced code generation and mathematical reasoning tasks
DeepCoder:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
DeepSeek-Coder-V2:

Support

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

API

Offers API Not Supported
DeepSeek-Coder-V2:

API

Offers API Supported
DeepCoder:

Screenshots and Videos

DeepSeek-Coder-V2:

Screenshots and Videos

DeepCoder:

Pricing

Free
Free Version Supported
Free Trial Not Supported
DeepSeek-Coder-V2:

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported
DeepCoder:

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
DeepSeek-Coder-V2:

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
DeepCoder:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
DeepSeek-Coder-V2:

Training

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

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com
DeepSeek-Coder-V2:

Company Information

DeepSeek
Founded: 2023
China
www.deepseek.com
DeepCoder:

Alternatives

DeepSWE

DeepSWE

Agentica Project
DeepSeek-Coder-V2:

Alternatives

DeepCoder

DeepCoder

Agentica Project
DeepCoder:
Devstral 2

Devstral 2

Mistral AI
DeepSeek-Coder-V2:
DeepSWE

DeepSWE

Agentica Project
DeepCoder:
Devstral Small 2

Devstral Small 2

Mistral AI
DeepSeek-Coder-V2:
DeepSeek Coder

DeepSeek Coder

DeepSeek
5.0 out of 5 stars
DeepCoder:
DeepSeek-Coder-V2:
StarCoder

StarCoder

BigCode
DeepCoder:
DeepScaleR

DeepScaleR

Agentica Project
DeepSeek-Coder-V2:
DeepSeekMath

DeepSeekMath

DeepSeek
DeepCoder:

Categories

AI Coding Models Supported
AI Models Supported
DeepSeek-Coder-V2:

Categories

AI Code Generators Supported
AI Coding Models Supported
AI Models Supported
DeepCoder:

Integrations

C Not Supported
C# Not Supported
C++ Not Supported
CSS Not Supported
Clojure Not Supported
Elixir Not Supported
F# Not Supported
Go Not Supported
HTML Not Supported
Hugging Face Supported
Java Not Supported
JavaScript Not Supported
Julia Not Supported
Kotlin Not Supported
PHP Not Supported
Python Not Supported
Rust Not Supported
Scala Not Supported
TypeScript Not Supported
Visual Basic Not Supported
DeepSeek-Coder-V2:

Integrations

C Supported
C# Supported
C++ Supported
CSS Supported
Clojure Supported
Elixir Supported
F# Supported
Go Supported
HTML Supported
Hugging Face Not Supported
Java Supported
JavaScript Supported
Julia Supported
Kotlin Supported
PHP Supported
Python Supported
Rust Supported
Scala Supported
TypeScript Supported
Visual Basic Supported
DeepCoder:
Claim DeepCoder and update features and information
Claim DeepCoder and update features and information
DeepSeek-Coder-V2:
Claim DeepSeek-Coder-V2 and update features and information
Claim DeepSeek-Coder-V2 and update features and information