Inkling is an open-source project built for developers.

Does Inkling have a free plan?

Yes — Inkling is open source under the Apache-2.0 license and free to use.

What platforms does Inkling run on?

Inkling runs on the web, the command line, and API.

Is Inkling still active?

The GitHub repository shows 1.2k commits in the last 90 days.

What are alternatives to Inkling?

Similar projects tracked by PulseGate include Inkling Small, Inkling Small, and Inkling.

Inkling is developed by Unsloth.

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Inkling

Name: Inkling
Author: Unsloth

huggingface.coInfrastructure

inkling-GGUF provides pre-quantized weights of the Inkling model in GGUF format for efficient local inference. It is designed for use with llama.cpp, Ollama and other GGUF-compatible runtimes. The model enables developers to run capable language models on CPUs or modest GPUs with reduced memory requirements.

Open SourceApache-2.0WebCLIAPI

Visit huggingface.co

68.8kstars

6.2kforks

1alternative

3features

2023since

Overview

3 features

Inkling is a Foundation models & chat project. It focuses on running large language models efficiently on consumer hardware without cloud dependency. Inkling is an open-source project aimed at developers. The project is open source (Apache-2.0). It ships for the web, the command line, and API.

It is developed by Unsloth, and it first shipped in 2023. Development happens publicly on GitHub with 68.8k stars and 1.2k commits in the last 90 days. Among its 3 catalogued features are quantized weights, GGUF format, and local inference.

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

Quantized weights
GGUF format
Local inference

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: bollama in the HTML · bllama in the HTML · bvllm in the HTML

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed24 Jul · 11:52 UTC
unsloth/inkling-GGUF verified against its public source
Source: PulseGate · Open

Frequently asked questions about Inkling

What does Inkling do?: Inkling focuses on running large language models efficiently on consumer hardware without cloud dependency. It is catalogued under Foundation models & chat on PulseGate.
Who is Inkling for?: Inkling is an open-source project built for developers.
Does Inkling have a free plan?: Yes — Inkling is open source under the Apache-2.0 license and free to use.
What platforms does Inkling run on?: Inkling runs on the web, the command line, and API.
Is Inkling still active?: The GitHub repository shows 1.2k commits in the last 90 days.
What are alternatives to Inkling?: Similar projects tracked by PulseGate include Inkling Small, Inkling Small, and Inkling.Inkling Small Inkling Small Inkling
Who makes Inkling?: Inkling is developed by Unsloth.
How long has Inkling been around?: Inkling first shipped in 2023.

At a glance

Pricing: Open Source
Platforms: Cli · Web
Languages: English
License: Apache-2.0
Built for: developers
Model: Open source
Solves: Running large language models efficiently on consumer hardware without cloud dependency.

Registered as

Hugging Face: unsloth/inkling-GGUF

Developer

Unsloth

Community-driven

Open source

Stars: 68,821
Forks: 6,193
Open issues: 975
Last commit: 24 Jul 2026
Commits 90d: 1,244
Contributors: 251
Authorship: Community-driven
Default branch: main
Latest release: v0.1.501-beta · 20 Jul 2026

Live coverage

Identity confidence: Medium · 70.4
Indexed: 24 Jul 2026
Lifecycle: Alive
Last seen: 24 Jul 2026

Identity audit (13)

Slug: unsloth-inkling-gguf-huggingface-co
Lifecycle state recorded: 24 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 24 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: 6 Aug 2026
Canonical URL: https://huggingface.co/unsloth/inkling-GGUF

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