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Kimi K2.5 Eagle3
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Kimi K2.5 Eagle3

huggingface.co·Infrastructure

An Eagle3 MTP (Multi-Token Prediction) draft model trained to accelerate inference of the Kimi-K2.5 language model using speculative decoding. It was trained with the TorchSpec framework and is designed to work in tandem with the target model to improve generation speed. The model and training data are available on Hugging Face.

Open SourceMIT
WebAPI
K
Kimi K2.5 Eagle3 preview
Visit huggingface.co↗
⭐203
stars
🍴49
forks
📋2
alternatives
✓3
features
📅2026
since

Overview

3 features

Kimi K2.5 Eagle3 is a Foundation models & chat product. It focuses on accelerating inference speed of the Kimi-K2.5 model using speculative decoding with a specialized draft model. Kimi K2.5 Eagle3 is an open-source project aimed at machine learning developers. The project is open source (MIT). The product ships for the web and API.

LightSeek Foundation builds and maintains Kimi K2.5 Eagle3, and the product first shipped in 2026. The project is developed in the open on GitHub with 203 stars and 43 commits in the last 90 days. Among its 3 catalogued features are speculative decoding, draft model, and MTP architecture.

  • ✓Speculative decoding
  • ✓Draft model
  • ✓MTP architecture

Tags

speculative-decodingeagle3draft-modelinference-acceleration

AI capabilities

TextWeights: Open

Built with & integrations

Hosting
aws
AI providers
local_oss
Runs on
BrowserAPI-only

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ GitHub · ★ 203✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 19, 8:51 PM

    lightseekorg/kimi-k2.5-eagle3 verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Kimi K2.5 Eagle3

What is Kimi K2.5 Eagle3?
Kimi K2.5 Eagle3 focuses on accelerating inference speed of the Kimi-K2.5 model using speculative decoding with a specialized draft model. It is catalogued under Foundation models & chat on PulseGate.
Who should use Kimi K2.5 Eagle3?
Kimi K2.5 Eagle3 is an open-source project built for machine learning developers.
Does Kimi K2.5 Eagle3 have a free plan?
Yes — Kimi K2.5 Eagle3 is open source under the MIT license and free to use.
What platforms does Kimi K2.5 Eagle3 run on?
Kimi K2.5 Eagle3 runs on the web and API.
Is Kimi K2.5 Eagle3 still active?
PulseGate's liveness checks currently classify Kimi K2.5 Eagle3 as active. The GitHub repository shows 43 commits in the last 90 days.
What tools are similar to Kimi K2.5 Eagle3?
Similar tools tracked by PulseGate include Kimi K2.6 Eagle3 Mla, Kimi K2.6 Eagle3 Mla, and Kimi K.Kimi K2.6 Eagle3 MlaKimi K2.6 Eagle3 MlaKimi K
Who develops Kimi K2.5 Eagle3?
Kimi K2.5 Eagle3 is developed by LightSeek Foundation.
How long has Kimi K2.5 Eagle3 been around?
Kimi K2.5 Eagle3 first shipped in 2026.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes · ★ 203
License
MIT
First seen
Jul 19, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
machine learning developers
Model
Open source
Solves
Accelerating inference speed of the Kimi-K2.5 model using speculative decoding with a specialized draft model.

Developer

LightSeek Foundation
Team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
203
🍴 Forks
49
Open issues
6
Last commit
1w ago
Commits 90d
43
Contributors
19
Authorship
Team
Default branch
main

Live coverage

Confidence
Medium · 70
Indexed
Jul 19, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2d ago
Identity audit (9)
Entity ID
cmrs9um1206gp9a3sr6ux4ydw
Slug
lightseekorg-kimi-k2-5-eagle3-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 19, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://huggingface.co/lightseekorg/kimi-k2.5-eagle3

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