DeepSeekMath

DeepSeekMath

DeepSeek
StarCoder

StarCoder

BigCode
+
+

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About

DeepSeekMath is a specialized 7B parameter language model developed by DeepSeek-AI, designed to push the boundaries of mathematical reasoning in open-source language models. It starts from the DeepSeek-Coder-v1.5 7B model and undergoes further pre-training with 120B math-related tokens sourced from Common Crawl, alongside natural language and code data. DeepSeekMath has demonstrated remarkable performance, achieving a 51.7% score on the competition-level MATH benchmark without external tools or voting techniques, closely competing with the likes of Gemini-Ultra and GPT-4. The model's capabilities are enhanced by a meticulous data selection pipeline and the introduction of Group Relative Policy Optimization (GRPO), which optimizes both mathematical reasoning and memory usage. DeepSeekMath is available in base, instruct, and RL versions, supporting both research and commercial use, and is aimed at those looking to explore or apply advanced mathematical problem-solving in AI contexts.

About

StarCoder and StarCoderBase are Large Language Models for Code (Code LLMs) trained on permissively licensed data from GitHub, including from 80+ programming languages, Git commits, GitHub issues, and Jupyter notebooks. Similar to LLaMA, we trained a ~15B parameter model for 1 trillion tokens. We fine-tuned StarCoderBase model for 35B Python tokens, resulting in a new model that we call StarCoder. We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman-001 from OpenAI (the original Codex model that powered early versions of GitHub Copilot). With a context length of over 8,000 tokens, the StarCoder models can process more input than any other open LLM, enabling a wide range of interesting applications. For example, by prompting the StarCoder models with a series of dialogues, we enabled them to act as a technical assistant.

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 Not Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

DeepSeekMath is designed for researchers, developers, and organizations seeking advanced AI-driven solutions for complex mathematical problem-solving and analysis

Audience

Developers interested in an LLM for code generation

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported

Pricing

Free
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

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Review this Software

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

Training

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

Training

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

Company Information

DeepSeek
Founded: 2023
China
deepseek.com

Company Information

BigCode
Founded: 2023
huggingface.co/blog/starcoder

Alternatives

DeepSeek R1

DeepSeek R1

DeepSeek

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CodeGemma

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DeepScaleR

DeepScaleR

Agentica Project
CodeQwen

CodeQwen

Alibaba
DeepSeek Coder

DeepSeek Coder

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Mercury Coder

Mercury Coder

Inception Labs

Categories

AI Math Solvers Supported
AI Models Supported

Categories

AI Code Generators Supported
AI Coding Models Supported
AI Copilots Supported
AI Models Supported
AI Tools Supported

Integrations

ChatGPT Not Supported
CodeQwen Not Supported
Git Not Supported
GitHub Not Supported
LM Studio Not Supported
OpenAI Not Supported
Python Not Supported
Tabby Not Supported
Taylor AI Not Supported
Visual Studio Code Not Supported

Integrations

ChatGPT Supported
CodeQwen Supported
Git Supported
GitHub Supported
LM Studio Supported
OpenAI Supported
Python Supported
Tabby Supported
Taylor AI Supported
Visual Studio Code Supported
Claim DeepSeekMath and update features and information
Claim DeepSeekMath and update features and information
Claim StarCoder and update features and information
Claim StarCoder and update features and information