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  4. Moonshot AI Releases 2.8T Parameter Kimi K3 Weights with Custom Licensing Terms
Models & research

Moonshot AI Releases 2.8T Parameter Kimi K3 Weights with Custom Licensing Terms

July 28, 2026· 5 min read
OKCurated by Oleksandr Kuzmenko, AI Product Engineer·Updated July 28, 2026·Sources cited on every story
AI-assisted · editor-reviewed·How we use AI
Moonshot AI Releases 2.8T Parameter Kimi K3 Weights with Custom Licensing Terms

Moonshot AI has made the weights for its 2.8 trillion parameter Kimi K3 model publicly available on Hugging Face as a 1.56TB download. The release features a customized license requiring separate commercial agreements for large Model-as-a-Service providers and mandatory UI attribution for high-revenue apps.

Impact: Medium

Why it matters

Developers planning self-hosted or commercial API deployments of Kimi K3 must audit their revenue and distribution channels against Moonshot's custom licensing constraints.

TL;DR

  • 01Kimi K3 weights (1.56TB) are hosted on Hugging Face for self-hosting setups.
  • 02Commercial MaaS entities with >$20M revenue require custom licensing agreements.
  • 03OpenRouter serves K3 via 7 providers at $3/M input and $15/M output tokens.

Key facts

OpenRouter Input Price$3.00 / 1M tokens
OpenRouter Output Price$15.00 / 1M tokens
Model Parameters
2.8 Trillion
Hugging Face Download Size
1.56 TB
OpenRouter Input Price
$3.00 / 1M tokens
OpenRouter Output Price
$15.00 / 1M tokens
MaaS Revenue Threshold
$20M aggregate over 12 months

Model Weights and Hardware Requirements

Moonshot AI has uploaded the full weights for the 2.8 trillion parameter Kimi-K3 model to Hugging Face. The full repository weighs in at 1.56TB, requiring multi-GPU server nodes or high-throughput cluster storage to mirror and serve locally.

Custom Licensing Constraints

Moonshot explicitly avoids labeling the release as open source, adopting the term 'open weight'. Key legal conditions include:

  • Model as a Service (MaaS): Organizations generating over $20 million in aggregate revenue over a consecutive 12-month period must execute a formal separate agreement with Moonshot AI before commercial use.
  • UI Attribution: Products serving over 100 million monthly active users (MAU) or earning $20 million monthly revenue must prominently display Kimi K2 in the product interface.

API Pricing and Provider Access

For developers preferring managed endpoints over running 1.56TB local weights, OpenRouter currently offers access across seven hosting providers. Standard pricing is aligned at $3.00 per 1M input tokens and $15.00 per 1M output tokens.

Try it in 2 minutes

pip install huggingface_hub
huggingface-cli download moonshotai/Kimi-K3 --local-dir ./kimi-k3

bash

✓ When to use

  • Evaluating frontier open-weight models for self-hosted enterprise infrastructure.
  • Accessing 2.8T MoE reasoning via OpenRouter API without hosting hardware.

✕ When NOT to use

  • Building a commercial MaaS backend exceeding $20M revenue without custom Moonshot contracts.
  • Deploying on low-bandwidth or edge servers unable to store 1.56TB weights.

What to do today

  • →Audit commercial revenue models before deploying Kimi K3 in production MaaS offerings.
  • →Evaluate OpenRouter API endpoints if local infrastructure cannot store 1.56TB of weights.
#Kimi K3#Hugging Face#OpenRouter#Moonshot AI

Sources

  • Simon Willison on Kimi K3
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