DeepScaleR

DeepScaleR

Agentica Project
DeepSeekMath

DeepSeekMath

DeepSeek
DeepScaleR DeepSeekMath

Related Products

  • LeaseAccounting.app
    Visit Website for LeaseAccounting.app
  • BYDFi
    4.7 out of 5 stars 5,933 Ratings
    Visit Website for BYDFi
  • Runpod
    4.2 out of 5 stars 230 Ratings
    Visit Website for Runpod
  • Gemini platform
    4.3 out of 5 stars 1,178 Ratings
    Visit Website for Gemini platform
  • IONOS Cloud GPU Servers
    4.6 out of 5 stars 45,816 Ratings
    Visit Website for IONOS Cloud GPU Servers
  • Setplex
    4.5 out of 5 stars 10 Ratings
  • Criminal IP ASM
    4.9 out of 5 stars 21 Ratings
    Visit Website for Criminal IP ASM
  • LTX
    4.4 out of 5 stars 182 Ratings
    Visit Website for LTX
  • Evertune
    5.0 out of 5 stars 1 Rating
    Visit Website for Evertune
  • Eurekos
    4.8 out of 5 stars 103 Ratings
    Visit Website for Eurekos
DeepScaleR:

About

DeepScaleR is a 1.5-billion-parameter language model fine-tuned from DeepSeek-R1-Distilled-Qwen-1.5B using distributed reinforcement learning and a novel iterative context-lengthening strategy that gradually increases its context window from 8K to 24K tokens during training. It was trained on ~40,000 carefully curated mathematical problems drawn from competition-level datasets like AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. DeepScaleR achieves 43.1% accuracy on AIME 2024, a roughly 14.3 percentage point boost over the base model, and surpasses the performance of the proprietary O1-Preview model despite its much smaller size. It also posts strong results on a suite of math benchmarks (e.g., MATH-500, AMC 2023, Minerva Math, OlympiadBench), demonstrating that small, efficient models tuned with RL can match or exceed larger baselines on reasoning tasks.
DeepSeekMath:

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.
DeepScaleR:

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
DeepSeekMath:

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
DeepScaleR:

Audience

Researchers, students, and developers interested in an AI model capable of mathematical reasoning and logic tasks without requiring heavy hardware
DeepSeekMath:

Audience

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

Support

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

Support

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

API

Offers API Not Supported
DeepSeekMath:

API

Offers API Not Supported
DeepScaleR:

Screenshots and Videos

DeepSeekMath:

Screenshots and Videos

DeepScaleR:

Pricing

Free
Free Version Supported
Free Trial Not Supported
DeepSeekMath:

Pricing

Free
Open source
Free Version Supported
Free Trial Not Supported
DeepScaleR:

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
DeepSeekMath:

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
DeepScaleR:

Training

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

Training

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

Company Information

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

Company Information

DeepSeek
Founded: 2023
China
deepseek.com
DeepScaleR:

Alternatives

DeepCoder

DeepCoder

Agentica Project
DeepSeekMath:

Alternatives

DeepSeek R1

DeepSeek R1

DeepSeek
5.0 out of 5 stars
DeepScaleR:
DeepSeekMath:
DeepScaleR:
DeepSeekMath:
DeepScaleR

DeepScaleR

Agentica Project
DeepScaleR:
Phi-4-reasoning

Phi-4-reasoning

Microsoft
DeepSeekMath:
DeepScaleR:
Athene-V2

Athene-V2

Nexusflow
DeepSeekMath:
DeepScaleR:

Categories

AI Models Supported
DeepSeekMath:

Categories

AI Math Solvers Supported
AI Models Supported
DeepScaleR:

Integrations

No info available.
DeepSeekMath:

Integrations

No info available.
DeepScaleR:
Claim DeepScaleR and update features and information
Claim DeepScaleR and update features and information
DeepSeekMath:
Claim DeepSeekMath and update features and information
Claim DeepSeekMath and update features and information