DeepCoderAgentica Project
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DeepSeek-Coder-V2DeepSeek
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Related Products
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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.
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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.
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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
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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
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DeepCoder:
Audience
Developers, researchers, and enthusiasts wanting a tool to generate, debug, or reason about code without relying on proprietary models
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DeepSeek-Coder-V2:
Audience
Developers seeking a high-performance, open-source model for advanced code generation and mathematical reasoning tasks
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DeepCoder:
Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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DeepSeek-Coder-V2:
Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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DeepCoder:
API
Offers API
Not Supported
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DeepSeek-Coder-V2:
API
Offers API
Supported
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DeepCoder:
Screenshots and Videos |
DeepSeek-Coder-V2:
Screenshots and Videos |
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DeepCoder:
Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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DeepSeek-Coder-V2:
Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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DeepCoder:
Reviews/
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DeepSeek-Coder-V2:
Reviews/
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DeepCoder:
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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DeepSeek-Coder-V2:
Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Supported
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DeepCoder:
Company InformationAgentica Project
Founded: 2025
United States
agentica-project.com
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DeepSeek-Coder-V2:
Company InformationDeepSeek
Founded: 2023
China
www.deepseek.com
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DeepCoder:
Alternatives |
DeepSeek-Coder-V2:
Alternatives |
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DeepCoder:
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DeepSeek-Coder-V2:
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DeepCoder:
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DeepSeek-Coder-V2:
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DeepCoder:
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DeepSeek-Coder-V2:
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DeepCoder:
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DeepSeek-Coder-V2:
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DeepCoder:
Categories |
DeepSeek-Coder-V2:
Categories |
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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
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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
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DeepCoder:
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DeepSeek-Coder-V2:
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