What makes Kimi K2.5 different from other LLMs?

Kimi K2.5 stands out due to its 'swarm agent' architecture, which allows it to manage up to 100 sub-agents simultaneously, and its massive 1T parameter scale combined with an open-source license.

Can Kimi K2.5 generate code from video?

Yes, Kimi K2.5 is specifically designed to generate front-end code by analyzing conversations or video inputs.

What is the context window size of Kimi K2.5?

The model features a 256K context window, allowing it to process and remember large amounts of data in a single session.

Is Kimi K2.5 open-source?

Yes, Kimi K2.5 is described as an open-source multimodal model.

What is autonomous visual debugging?

It is a feature where the AI can visually analyze front-end interfaces to detect bugs and suggest or implement fixes without manual intervention.

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LLM models

Free

Kimi K2.5

An open-source 1T parameter multimodal model with a 100-agent swarm architecture, specializing in front-end code generation, visual debugging, and a 256K context window.

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Rating

Reviews

Upvotes

5 months ago

Listed

LLM models

Multimodal AI

Open Source

Agent Swarm

Code Generation

Front-end Development

Visual Debugging

Large Context Window

Moonshot AI

Tool information

Provider

Moonshot AI

Platforms

Web

Languages

English

Chinese

API Available

Yes

Added to directory

5 months ago

Last updated

3 months ago

Rating

Not available

Pricing

Free

About Kimi K2.5

What the tool does and who it's for

Kimi K2.5 is an advanced open-source multimodal model designed by Moonshot AI, featuring 1 trillion parameters. It utilizes a sophisticated swarm agent architecture capable of orchestrating up to 100 sub-agents in parallel to handle complex workflows. The model is specifically optimized for front-end code generation from a variety of inputs, including natural language conversations and video files. Additionally, it offers autonomous visual debugging capabilities and a massive 256K context window, making it highly effective for processing extensive documentation and intricate programming tasks.

Key capabilities

1 Trillion (1T) parameters for high-level reasoning and performance.

Swarm agent architecture orchestrating up to 100 sub-agents in parallel.

Front-end code generation directly from conversations and video inputs.

Autonomous visual debugging to identify and resolve UI/UX issues.

Expansive 256K context window for managing long-form documents and complex codebases.

Multimodal capabilities supporting text, video, and image processing.

Open-source availability for developer transparency and integration.

High-efficiency execution of multi-step agentic workflows.

Pricing

Free — plans below

Free

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Kimi K2.5 FAQs

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