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Average Ratings 0 Ratings

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ease
features
design
support

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Description

LTM-2-mini operates with a context of 100 million tokens, which is comparable to around 10 million lines of code or roughly 750 novels. This model employs a sequence-dimension algorithm that is approximately 1000 times more cost-effective per decoded token than the attention mechanism used in Llama 3.1 405B when handling a 100 million token context window. Furthermore, the disparity in memory usage is significantly greater; utilizing Llama 3.1 405B with a 100 million token context necessitates 638 H100 GPUs per user solely for maintaining a single 100 million token key-value cache. Conversely, LTM-2-mini requires only a minuscule portion of a single H100's high-bandwidth memory for the same context, demonstrating its efficiency. This substantial difference makes LTM-2-mini an appealing option for applications needing extensive context processing without the hefty resource demands.

Description

The o3-mini by OpenAI is a streamlined iteration of the sophisticated o3 AI model, delivering robust reasoning skills in a more compact and user-friendly format. It specializes in simplifying intricate instructions into digestible steps, making it particularly adept at coding, competitive programming, and tackling mathematical and scientific challenges. This smaller model maintains the same level of accuracy and logical reasoning as the larger version, while operating with lower computational demands, which is particularly advantageous in environments with limited resources. Furthermore, o3-mini incorporates inherent deliberative alignment, promoting safe, ethical, and context-sensitive decision-making. Its versatility makes it an invaluable resource for developers, researchers, and enterprises striving for an optimal mix of performance and efficiency in their projects. The combination of these features positions o3-mini as a significant tool in the evolving landscape of AI-driven solutions.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

Aider No 
Bind AI No 
ChatGPT No 
ChatGPT Enterprise No 
ChatGPT Plus No 
ChatGPT Pro No 
Cody No 
Devin Desktop No 
Duck.ai No 
Editee No 
GoCodeo No 
Gray Swan No 
GrimoAI No 
Microsoft 365 Copilot Analyst No 
OpenAI deep research No 
Perplexity No 
Shiori No 
T3 Chat No 
TypeThink No 
You.com No 

Integrations

Aider Yes 
Bind AI Yes 
ChatGPT Yes 
ChatGPT Enterprise Yes 
ChatGPT Plus Yes 
ChatGPT Pro Yes 
Cody Yes 
Devin Desktop Yes 
Duck.ai Yes 
Editee Yes 
GoCodeo Yes 
Gray Swan Yes 
GrimoAI Yes 
Microsoft 365 Copilot Analyst Yes 
OpenAI deep research Yes 
Perplexity Yes 
Shiori Yes 
T3 Chat Yes 
TypeThink Yes 
You.com Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App Yes 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Magic AI

Founded

2022

Country

United States

Website

magic.dev/

Vendor Details

Company Name

OpenAI

Founded

2015

Country

United States

Website

openai.com

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