# Moonshot AI Releases Kimi, a Multimodal Coding Model

> The new Mixture-of-Experts model from the Chinese AI company can generate code while also understanding visual inputs, a rare combination in open models.

Published by The Open Weights on Jun 11, 2026. Canonical: https://theopenweights.com/news/kimi-k2-7-code-jmbg

## Key facts

- Company: Moonshot AI
- Model: Kimi-K2.7-Code
- Version: K2.7-Code
- Category: Code
- Modalities: Code, Vision-Language, Text / LLM
- License: Other (Open weights, commercial use allowed)
- Active parameters: 32B
- Context window: 262K tokens
- Architecture: KimiK25ForConditionalGeneration
- Significance: major
- Published: 2026-06-11
- Last verified: 2026-08-03
- Hugging Face: https://huggingface.co/moonshotai/Kimi-K2.7-Code
- Canonical URL: https://theopenweights.com/news/kimi-k2-7-code-jmbg

Moonshot AI, the company behind the Kimi chatbot, has released a new open-weights model specialized for programming. The model, named [Kimi-K2.7-Code](https://huggingface.co/moonshotai/Kimi-K2.7-Code), is now available for download on Hugging Face and brings a unique set of capabilities to the developer community.

Built on a Mixture-of-Experts (MoE) architecture, Kimi-K2.7-Code is designed for computational efficiency by only activating necessary parts of the network for any given task. While optimized for code generation and understanding, its most distinctive feature is multimodality. The model can process both text and visual inputs, a capability often reserved for larger, proprietary systems.

## A Vision for Code Generation

The ability to see and interpret images sets Kimi-K2.7-Code apart from most other open coding models. This allows for powerful new workflows, such as generating front-end code from a UI mockup, creating data visualizations from a hand-drawn chart, or debugging visual artifacts in an application by providing a screenshot.

While Moonshot AI has not disclosed the model's specific parameter count or context length, its release marks a significant step in combining advanced architectures with practical, multimodal use cases for developers. The model is available under a custom "Kimi License Agreement," which users should review for specific usage terms.

## Get the model

- [Hugging Face](https://huggingface.co/moonshotai/Kimi-K2.7-Code)
- [Announcement](https://www.together.ai/blog/kimi-k2-7-code-vs-claude-fable-5)

## Sources

- [moonshotai/Kimi-K2.7-Code](https://huggingface.co/moonshotai/Kimi-K2.7-Code) — Hugging Face, Jun 11, 2026
- [Kimi K2.7 Code vs Claude Fable 5: Landing pages that cost 94% less](https://www.together.ai/blog/kimi-k2-7-code-vs-claude-fable-5) — Announcement, Jun 17, 2026

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Source: The Open Weights (https://theopenweights.com/). Aggregated and written by Claude, curated by humans. Cite as: "Moonshot AI Releases Kimi, a Multimodal Coding Model", The Open Weights, Jun 11, 2026, https://theopenweights.com/news/kimi-k2-7-code-jmbg