Who should use Kimi K2.6 Eagle3.1 Mla?

Kimi K2.6 Eagle3.1 Mla is an open-source project built for developers.

What platforms does Kimi K2.6 Eagle3.1 Mla run on?

Kimi K2.6 Eagle3.1 Mla runs on the web, the command line, and API.

Is Kimi K2.6 Eagle3.1 Mla still active?

The GitHub repository shows 3.2k commits in the last 90 days.

What are alternatives to Kimi K2.6 Eagle3.1 Mla?

Similar projects tracked by PulseGate include Kimi K2.6 Eagle3 Mla, Kimi K2.6 Eagle3 Mla, and Kimi K2.5 Eagle3.

Who makes Kimi K2.6 Eagle3.1 Mla?

Kimi K2.6 Eagle3.1 Mla is developed by LightSeek Foundation.

When did Kimi K2.6 Eagle3.1 Mla launch?

Kimi K2.6 Eagle3.1 Mla first shipped in 2023.

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Kimi K2.6 Eagle3.1 Mla

Name: Kimi K2.6 Eagle3.1 Mla
Author: LightSeek Foundation

huggingface.coInfrastructure

This repository contains an improved EAGLE3 draft model (Eagle3.1) designed for speculative decoding alongside the Kimi-K2.6-NVFP4 target model. It incorporates fc_norm and norm_output enhancements that improve benchmark performance across coding, math, and multilingual tasks. The model is intended for developers optimizing LLM inference speed.

Open SourceApache-2.0WebCLIAPI

Visit huggingface.co

87.9kstars

20.1kforks

4alternatives

3features

2023since

Overview

3 features

Kimi K2.6 Eagle3.1 Mla is a Foundation models & chat project. It focuses on accelerating inference speed of large Kimi models through effective speculative decoding with a specialized draft model. It is built as an open-source project for developers. Kimi K2.6 Eagle3.1 Mla is open source under the Apache-2.0 license. It ships for the web, the command line, and API.

LightSeek Foundation builds and maintains Kimi K2.6 Eagle3.1 Mla, and it first shipped in 2023. Development happens publicly on GitHub with 87.9k stars and 3.2k commits in the last 90 days. Among its 3 catalogued features are speculative decoding, EAGLE3 architecture, and improved normalization.

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

Speculative decoding
EAGLE3 architecture
Improved normalization

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

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSPrivacy Policy Terms of ServiceOpen SourceFree tierActive maintenance

Legal

Indexing history

What PulseGate has recorded for this listing

Indexed1 Aug · 13:21 UTC
lightseekorg/kimi-k2.6-eagle3.1-mla verified against its public source
Source: PulseGate · Open

Frequently asked questions about Kimi K2.6 Eagle3.1 Mla

What is Kimi K2.6 Eagle3.1 Mla?: Kimi K2.6 Eagle3.1 Mla focuses on accelerating inference speed of large Kimi models through effective speculative decoding with a specialized draft model. It is catalogued under Foundation models & chat on PulseGate.
Who should use Kimi K2.6 Eagle3.1 Mla?: Kimi K2.6 Eagle3.1 Mla is an open-source project built for developers.
Does Kimi K2.6 Eagle3.1 Mla have a free plan?: Yes — Kimi K2.6 Eagle3.1 Mla is open source under the Apache-2.0 license and free to use.
What platforms does Kimi K2.6 Eagle3.1 Mla run on?: Kimi K2.6 Eagle3.1 Mla runs on the web, the command line, and API.
Is Kimi K2.6 Eagle3.1 Mla still active?: The GitHub repository shows 3.2k commits in the last 90 days.
What are alternatives to Kimi K2.6 Eagle3.1 Mla?: Similar projects tracked by PulseGate include Kimi K2.6 Eagle3 Mla, Kimi K2.6 Eagle3 Mla, and Kimi K2.5 Eagle3.Kimi K2.6 Eagle3 Mla Kimi K2.6 Eagle3 Mla Kimi K2.5 Eagle3
Who makes Kimi K2.6 Eagle3.1 Mla?: Kimi K2.6 Eagle3.1 Mla is developed by LightSeek Foundation.
When did Kimi K2.6 Eagle3.1 Mla launch?: Kimi K2.6 Eagle3.1 Mla first shipped in 2023.

At a glance

Pricing: Open Source
Platforms: Web
Languages: English
License: Apache-2.0
Built for: developers
Model: Open source
Solves: Accelerating inference speed of large Kimi models through effective speculative decoding with a specialized draft model.

Registered as

Hugging Face: lightseekorg/kimi-k2.6-eagle3.1-mla

Developer

LightSeek Foundation

Community-driven

Open source

Stars: 87,853
Forks: 20,137
Open issues: 6,212
Last commit: 1 Aug 2026
Commits 90d: 3,155
Contributors: 3,110
Authorship: Community-driven
Default branch: main
Latest release: v0.26.0 · 27 Jul 2026

Live coverage

Identity confidence: Medium · 70.4
Indexed: 1 Aug 2026
Lifecycle: Alive
Last seen: 1 Aug 2026

Identity audit (13)

Slug: lightseekorg-kimi-k2-6-eagle3-1-mla-huggingface-co
Lifecycle state recorded: 1 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Aug 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: 5 Aug 2026
Canonical URL: https://huggingface.co/lightseekorg/kimi-k2.6-eagle3.1-mla

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