SubQ

SubQ

Subquadratic
LongLLaMA SubQ

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LongLLaMA:

About

This repository contains the research preview of LongLLaMA, a large language model capable of handling long contexts of 256k tokens or even more. LongLLaMA is built upon the foundation of OpenLLaMA and fine-tuned using the Focused Transformer (FoT) method. LongLLaMA code is built upon the foundation of Code Llama. We release a smaller 3B base variant (not instruction tuned) of the LongLLaMA model on a permissive license (Apache 2.0) and inference code supporting longer contexts on hugging face. Our model weights can serve as the drop-in replacement of LLaMA in existing implementations (for short context up to 2048 tokens). Additionally, we provide evaluation results and comparisons against the original OpenLLaMA models.
SubQ:

About

SubQ is a large language model developed by Subquadratic, designed specifically for long-context reasoning tasks. It can process up to 12 million tokens in a single prompt, allowing it to analyze entire codebases, long histories, and complex datasets at once. The model uses a sub-quadratic sparse-attention architecture that improves efficiency by focusing only on the most relevant relationships in the data. This approach reduces computational overhead while maintaining strong performance on large-scale tasks. SubQ is optimized for use cases such as software engineering, coding agents, and long-context retrieval. It delivers fast processing speeds and operates at a lower cost compared to many traditional models. Developers can access SubQ through APIs or integrate it into coding tools for enhanced workflows. Its architecture enables scalable AI reasoning without the limitations of standard transformer models.
LongLLaMA:

Platforms Supported

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

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
LongLLaMA:

Audience

Users interested in a powerful Large Language Model solution
SubQ:

Audience

Developers, AI engineers, and enterprises that need large-context language models for coding, data analysis, and advanced AI workflows
LongLLaMA:

Support

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

Support

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

API

Offers API Not Supported
SubQ:

API

Offers API Supported
LongLLaMA:

Screenshots and Videos

SubQ:

Screenshots and Videos

LongLLaMA:

Pricing

Free
Free Version Supported
Free Trial Not Supported
SubQ:

Pricing

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

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
SubQ:

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
LongLLaMA:

Training

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

Training

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

Company Information

LongLLaMA
github.com/CStanKonrad/long_llama
SubQ:

Company Information

Subquadratic
Founded: 2026
United States
subq.ai/
LongLLaMA:

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LongLLaMA:

Categories

AI Coding Models Supported
AI Models Supported
SubQ:

Categories

AI Coding Models Supported
AI Models Supported
LongLLaMA:

Integrations

Claude Code Not Supported
OpenAI Not Supported
OpenAI Codex Not Supported
SubQ 1.1 Small Not Supported
SubQ:

Integrations

Claude Code Supported
OpenAI Supported
OpenAI Codex Supported
SubQ 1.1 Small Supported
LongLLaMA:
Claim LongLLaMA and update features and information
Claim LongLLaMA and update features and information
SubQ:
Claim SubQ and update features and information
Claim SubQ and update features and information