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Kimi K3 DSpark

huggingface.co·Infrastructure

Kimi-K3-DSpark is a custom variant of the Qwen3 model optimized with speculative decoding (DSpark) for faster text generation. It supports Transformers, vLLM, and SGLang backends. The model is designed for high-throughput inference and is available with custom code on Hugging Face.

Open SourceMITWebCLIAPI
KKimi K3 DSpark preview
Visit huggingface.co↗
1.0kstars
304forks
3features
2025since

Overview

3 features

Kimi K3 DSpark is a Foundation models & chat project. It focuses on accelerating inference speed for large language models using speculative decoding techniques. Kimi K3 DSpark is an open-source project aimed at developers. Kimi K3 DSpark is open source under the MIT license. It runs on the web, the command line, and API.

It is developed by RadixArk, and it first shipped in 2025. Development happens publicly on GitHub with 1k stars and 388 commits in the last 90 days. Key capabilities include text generation, speculative decoding, and vLLM support.

Summary written by a language model from the project’s public pages.

  • ✓Text generation
  • ✓Speculative decoding
  • ✓vLLM support
Tags
text-generationspeculative-decodingqwen3-variantllm-inference
AI capabilities
Text
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_oss
Runs on
BrowserCLIAPI-only
Detected from
AWS
x-amz-cf-id header · x-amz-cf-pop header · via header
local_oss
bvllm in the HTML · text-generation- in the HTML

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓GitHub · ★ 1.0k✓Active maintenance
Legal
Privacy Policy →Terms of Service →

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed30 Jul · 21:28 UTC
    RadixArk/Kimi-K3-DSpark verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Kimi K3 DSpark

What does Kimi K3 DSpark do?
Kimi K3 DSpark focuses on accelerating inference speed for large language models using speculative decoding techniques. It is catalogued under Foundation models & chat on PulseGate.
Who is Kimi K3 DSpark for?
Kimi K3 DSpark is an open-source project built for developers.
Does Kimi K3 DSpark have a free plan?
Yes — Kimi K3 DSpark is open source under the MIT license and free to use.
What platforms does Kimi K3 DSpark run on?
Kimi K3 DSpark runs on the web, the command line, and API.
Is Kimi K3 DSpark still maintained?
The GitHub repository shows 388 commits in the last 90 days.
Who makes Kimi K3 DSpark?
Kimi K3 DSpark is developed by RadixArk.
When did Kimi K3 DSpark launch?
Kimi K3 DSpark first shipped in 2025.
Is Kimi K3 DSpark open source?
Yes — Kimi K3 DSpark is open source under the MIT license, developed on GitHub.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
Open source
Yes · ★ 1.0k
License
MIT
Built for
developers
Model
Open source
Solves
Accelerating inference speed for large language models using speculative decoding techniques.

Registered as

GitHub
sgl-project/SpecForge
Hugging Face
RadixArk/Kimi-K3-DSpark

Developer

RadixArk
Community-driven
↗ GitHub

Open source

View on GitHub →
Stars
1,031
Forks
304
Open issues
152
Last commit
30 Jul 2026
Commits 90d
388
Contributors
88
Authorship
Community-driven
Default branch
main

Live coverage

Identity confidence
Medium · 70.4
Indexed
30 Jul 2026
Lifecycle
Alive
Last seen
30 Jul 2026
Identity audit (13)
Slug
radixark-kimi-k3-dspark-huggingface-co
Lifecycle state recorded
30 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
30 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Derived from the model's own Hugging Face metadata.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
2 Aug 2026
Canonical URL
https://huggingface.co/RadixArk/Kimi-K3-DSpark

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