TimRots/kimi3publicPythongithub.com/TimRots/kimi3

kimi3

Q: Who maintains kimi3?

Maintained by TimRots (the owner) on GitHub.

Q: How do I install kimi3?

Clone the repo: git clone https://github.com/TimRots/kimi3.git — then follow the README in the cloned directory.

Independent from-scratch implementation of the Kimi K3 architecture (arXiv:2607.24653v1): KDA, NoPE, latent-space MoE, and the systems co-designs. Table 1 reproduced to 0.09%.

LLM INFRALANGUAGE MODELLINEAR ATTENTIONMACHINE LEARNINGMIXTURE OF EXPERTSPYTORCHTRENDING #1388

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// OWNER · TimRots · REPO SNAPSHOT

github.com/TimRots

TimRots

Independent from-scratch implementation of the Kimi K3 architecture (arXiv:2607.24653v1): KDA, NoPE, latent-space MoE, and the systems co-designs. Table 1 reproduced to 0.09%.

TimRots

STARS18+0 · 7d

FORKS1+0 · 7d

CONTRIBUTORS0maintainer graph thin

OPEN ISSUES · PRS0· 0

LICENSE—no license file

LANGUAGEPython

FOUNDED—

LOCATION—

MEMBERS—

PUBLIC REPOS—

TOTAL STARS—

FOCUS—

FUNDING—

//STAR HISTORY · 12M

+0 all-time-window

Star history not yet available

We don't have a sampled star timeline for TimRots/kimi3 yet. The chart populates once the daily snapshot pass collects its first data points for this repo.

//WHY IT'S TRENDING· expert verdict · 78% confidence

ANALYSIS BY AISO.TOOLS

Unofficial Go client for Moonshot AI's Kimi API

A single-source signal from Hacker News for a thin API wrapper with no cross-platform traction. HN rank 15 suggests brief discussion but no GitHub stars, social media, or developer adoption.

Why now: Moonshot AI (Kimi) recently gained attention for long-context capabilities, driving ephemeral interest in API wrappers. HN algorithm surfaced it during low-activity period.

Only Hacker News shows signal; zero GitHub, X, Reddit, Product Hunt, Dev.to, or Bluesky presence
HN rank 15 with only 35 total HN items in pool suggests minimal absolute discussion volume
No GitHub stars/activity despite GH being highest-weighted source (0.25)
Repository appears to be thin wrapper around Moonshot's Kimi API — commodity code with low differentiation
85% of pool (170/200) are single_source — this is typical noise pattern

Considerations: HN front-page appearance can happen with 3-5 upvotes in slow periods. Zero GitHub traction means no actual developers are using or starring it. Wrapper repos for Chinese LLM APIs are dime-a-dozen; this one has no technical differentiation or community.

EMERGING SIGNAL · Ignore: Do not track; if Moonshot API ecosystem matures, revisit in 90 days for actual adoption metrics.

Sources: Hacker News mentions of TimRots/kimi3

↻ refreshed 32m ago· next sync in 33m· sourced from 1 channel · 1 mention / 24h

see full AISO brief ↗

Methodology: synthesized from this project's own documentation, live GitHub data, third-party coverage, and multi-platform signal convergence — by AISO.tools.

// RELATED REPOS · CROSS-SOURCE OVERLAP

5 detected · 30d window

▌ FAQ · answers from the data spine

What is TimRots/kimi3?

Independent from-scratch implementation of the Kimi K3 architecture (arXiv:2607.24653v1): KDA, NoPE, latent-space MoE, and the systems co-designs. Table 1 reproduced to 0.09%.

Who maintains kimi3?

Maintained by TimRots (the owner) on GitHub.

What language is kimi3 written in?

Primarily Python.

When was kimi3 created? When was the last update?

Created August 2, 2026 · last commit August 2, 2026.

How do I install kimi3?

Clone the repo:

git clone https://github.com/TimRots/kimi3.git

Then follow the README in the cloned directory.

Is kimi3 actively maintained?

stalled — no commits for an extended period

//COMMENTS · 0

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Created2026-08-02

Updated23h ago

Last commit23h ago