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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

K2 Horizon comprises a network of six open models, including the 375B-A23B, 36B-A4B, 32B, 7B, 3.7B, and 0.9B, all engineered to excel in various domains such as reasoning, mathematics, coding, agentic tasks, and overall capabilities. These models share a unified architecture, vocabulary, training techniques, interfaces, evaluation frameworks, and deployment tools, facilitating seamless transitions between sizes and dynamic workload management. The fleet's flagship, the 375B-A23B model, is particularly adept at handling intricate reasoning, software development, research projects, and long-term agentic functions, while the 32B and 36B-A4B models focus on delivering robust local deployment solutions. Notably, the 36B-A4B model features an innovative Mixture-of-Value Attention mechanism, which merges sparse attention with Mixture-of-Experts layers, allowing it to engage approximately 4 billion parameters per token and compete closely with the performance of the denser 32B model. This architecture not only enhances flexibility but also maximizes resource efficiency across a wide range of applications.

Description

Mistral Medium 3.5 stands out as a premier 128B dense model that integrates instruction-following, logical reasoning, and coding capabilities into a unified framework. Featuring a remarkable 256K context window, it allows for adjustable reasoning effort and supports multimodal input, showcasing robust agentic functionalities, particularly suited for long-duration tasks that necessitate dependable multi-tool utilization and structured results. This innovative model fuels remote agents within Mistral Vibe, enabling coding tasks to be executed in the cloud, autonomously addressing lengthy assignments, and managing several sessions simultaneously. Users have the flexibility to initiate agents through the Vibe CLI or Le Chat, ensuring that local command-line interface sessions can transition to the cloud without losing history, task status, or approvals. As work unfolds, users can monitor file changes, tool interactions, progress updates, and queries. Each coding endeavor operates within a distinct sandbox, adeptly managing module refactors, generating tests, upgrading dependencies, conducting CI investigations, and resolving bugs, ultimately culminating in the creation of a GitHub pull request for assessment. This model represents a significant advancement in how complex coding tasks are approached and handled in a collaborative environment.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

GitHub No 
Jira No 
Linear No 
Microsoft Teams No 
Sentry No 
Slack No 

Integrations

GitHub Yes 
Jira Yes 
Linear Yes 
Microsoft Teams Yes 
Sentry Yes 
Slack Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$14.99 per month
Free Trial No 
Free Version Yes 

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 No 
Mac No 
Linux No 
Chromebook No 

Customer Support

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

Customer Support

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

Types of Training

Training Docs Yes 
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

Institute of Foundation Models

Founded

2025

Country

United States

Website

ifm.ai/blog/k2/

Vendor Details

Company Name

Mistral AI

Founded

2023

Country

France

Website

mistral.ai/news/vibe-remote-agents-mistral-medium-3-5/

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