Ross ROSS = Recommend OSS · open-source software intelligence for agents

MoonshotAI/Kimi-K3 resource

Open Frontier Intelligence observed · 2026-08-28

github.com/MoonshotAI/Kimi-K3 · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

56/100

  • Activity 96
  • Release rhythm 35
  • Longevity 2

Flags: no_releases young no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 37
  • days_rel: n/a
  • days_push: 27
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

8632 stars · 700 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model from Moonshot AI, built on Kimi Delta Attention and Attention Residuals with a 1M-token context window. The repository hosts model weights, license, and technical report for the first open 3T-class frontier model.

Use cases

  • run a frontier open-weight LLM locally
  • long-horizon autonomous coding agent
  • deep research with visualizations
  • multimodal reasoning over long documents
  • agentic knowledge work and tool orchestration

When to choose

  • you need an open-weight frontier model with 1M-token context
  • you want native multimodal agentic capabilities you can self-host
  • you need long-horizon coding or research automation

When to avoid

  • you lack large-scale GPU infrastructure for a 2.8T-parameter MoE model
  • you need a permissively licensed model (custom Kimi K3 license)
  • you only need a small or lightweight model

Facets

learning-resource · maturity active

llm-inference machine-learning agent-framework rag large-language-models artificial-intelligence deep-learning python self-hosted open-weights multimodal mixture-of-experts long-context frontier-model moonshot-ai kimi ai-agents gpu

1 source

Member repositories

RepositoryRoleHealth v2
MoonshotAI/Kimi-K3main56

For agents

markdown · JSON · MCP: product_card(name="MoonshotAI/Kimi-K3")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem