DeepScaleR

DeepScaleR

Agentica Project
PaLM

PaLM

Google
DeepScaleR PaLM

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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.
PaLM:

About

PaLM API is an easy and safe way to build on top of our best language models. Today, we’re making an efficient model available, in terms of size and capabilities, and we’ll add other sizes soon. The API also comes with an intuitive tool called MakerSuite, which lets you quickly prototype ideas and, over time, will have features for prompt engineering, synthetic data generation and custom-model tuning — all supported by robust safety tools. Select developers can access the PaLM API and MakerSuite in Private Preview today, and stay tuned for our waitlist soon.
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
PaLM:

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud 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
PaLM:

Audience

AI developers interested in a large language model accessible via API
DeepScaleR:

Support

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

Support

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

API

Offers API Not Supported
PaLM:

API

Offers API Supported
DeepScaleR:

Screenshots and Videos

PaLM:

Screenshots and Videos

DeepScaleR:

Pricing

Free
Free Version Supported
Free Trial Not Supported
PaLM:

Pricing

No information available.
Free Version Not 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
PaLM:

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
PaLM:

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
PaLM:

Company Information

Google
Founded: 1998
United States
google.com
DeepScaleR:

Alternatives

DeepCoder

DeepCoder

Agentica Project
PaLM:

Alternatives

Dolly

Dolly

Databricks
DeepScaleR:
PaLM:
mT5

mT5

Google
DeepScaleR:
PaLM:
PaLM 2

PaLM 2

Google
DeepScaleR:
Phi-4-reasoning

Phi-4-reasoning

Microsoft
PaLM:
DeepScaleR:
Athene-V2

Athene-V2

Nexusflow
PaLM:
Gemini platform

Gemini platform

Google
4.3 out of 5 stars
DeepScaleR:

Categories

AI Models Supported
PaLM:

Categories

DeepScaleR:

Integrations

ChatGOT Not Supported
Gemini platform Not Supported
MakerSuite Not Supported
TextFX Not Supported
WrangleAI Not Supported
PaLM:

Integrations

ChatGOT Supported
Gemini platform Supported
MakerSuite Supported
TextFX Supported
WrangleAI Supported
DeepScaleR:
Claim DeepScaleR and update features and information
Claim DeepScaleR and update features and information
PaLM:
Claim PaLM and update features and information
Claim PaLM and update features and information