LTM-2-mini

LTM-2-mini

Magic AI
Syn

Syn

Upstage AI
+
+

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About

LTM-2-mini is a 100M token context model: LTM-2-mini. 100M tokens equals ~10 million lines of code or ~750 novels. For each decoded token, LTM-2-mini’s sequence-dimension algorithm is roughly 1000x cheaper than the attention mechanism in Llama 3.1 405B1 for a 100M token context window. The contrast in memory requirements is even larger – running Llama 3.1 405B with a 100M token context requires 638 H100s per user just to store a single 100M token KV cache.2 In contrast, LTM requires a small fraction of a single H100’s HBM per user for the same context.

About

Syn is a next‑generation Japanese large language model co‑developed by Upstage and Karakuri, featuring under 14 billion parameters and optimized for enterprise use in finance, manufacturing, legal, and healthcare. It delivers top‑tier benchmark performance on the Weights & Biases Nejumi Leaderboard, achieving industry‑leading scores for accuracy and alignment, while maintaining cost efficiency through a lightweight architecture derived from Solar Mini. Syn excels in Japanese “truthfulness” and safety, understanding nuanced expressions and industry‑specific terminology, and offers flexible fine‑tuning to integrate proprietary data and domain knowledge. Built for scalable deployment, it supports on‑premises, AWS Marketplace, and cloud environments, with security and compliance safeguards tailored to enterprise requirements. Leveraging AWS Trainium, Syn reduces training costs by approximately 50 percent compared to traditional GPU setups, enabling rapid customization of use cases.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI developers interested in a 100M token context model LLM

Audience

Companies seeking a tool tailored for enterprise‑grade applications and seamless integration with industry‑specific workflows

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

$0.1 per 1M tokens
Free Version
Free Trial

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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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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Magic AI
Founded: 2022
United States
magic.dev/

Company Information

Upstage AI
Founded: 2020
United States
www.upstage.ai/news/introducing-upstage-japan

Alternatives

GPT-5 mini

GPT-5 mini

OpenAI

Alternatives

Solar Mini

Solar Mini

Upstage AI
GPT-4o mini

GPT-4o mini

OpenAI
Solar Pro 2

Solar Pro 2

Upstage AI
MiniMax M3

MiniMax M3

MiniMax
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Llama 2

Llama 2

Meta
Xgen-small

Xgen-small

Salesforce

Categories

Categories

Integrations

AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Solar Mini
Upstage AI

Integrations

AWS Marketplace
AWS Trainium
Amazon Web Services (AWS)
Solar Mini
Upstage AI
Claim LTM-2-mini and update features and information
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