PulseGateIndexCategoriesUpdatesLive intelligence on AI-era software— indexed in the last hour
Coverage—projects tracked
Freshness—newest entry
Cadence—last week average · — today
Index9 markets86 categories
PulseGate

Live intelligence on the AI-era software market — apps, models, agents and infrastructure.

Most of it never reaches an official store. PulseGate maps the whole market — every category, worldwide — and measures how it moves: what’s launching, what’s gaining, what’s going quiet.

FollowGitHubX (Twitter)LinkedIn
Platform
All AppsFull IndexCategoriesIndustry UpdatesData SourcesCoverage RulesGlossaryEmbed Widget
Support
Help CenterSubmit your projectReport an Issue
Company
AboutDimaxiaPress & DataContactPlatform Status
Legal
PrivacyTermsDisclaimer
Dimaxia · Dymaxio s.r.o. · Prague, Czechia · © 2026WatchlistSitemapSystem status
PulseGateG4Gemma 4 12B It
Visit↗
Skip to content
  1. Index›
  2. Foundation models & chat›
  3. Gemma 4 12B It
← Back to the index
G4

Gemma 4 12B It

huggingface.co·Infrastructure

This repository provides a 4-bit quantized MLX version of Gemma-4-12B-Instruct optimized for Apple silicon. It supports efficient local inference with the MLX framework while preserving instruction-following capabilities.

Open SourceMITWebCLIAPI
GGemma 4 12B It preview
Visit huggingface.co↗
5.3kstars
692forks
25alternatives
3features
2024since

Overview

3 features

Gemma 4 12B It is a Foundation models & chat project. It focuses on running a capable 12B instruction model efficiently on Apple silicon hardware. Gemma 4 12B It is an open-source project aimed at developers. The project is open source (MIT). It ships for the web, the command line, and API.

lmstudio-community builds and maintains Gemma 4 12B It, and it first shipped in 2024. The project is developed in the open on GitHub with 5.3k stars and 524 commits in the last 90 days. The category is crowded — PulseGate's index counts 25 comparable apps. Among its 3 catalogued features are instruction tuning, 4-bit quantization, and MLX optimization.

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

  • ✓Instruction tuning
  • ✓4-bit quantization
  • ✓MLX optimization
Tags
gemma-4mlx-quantizedinstruction-model
AI capabilities
Multimodal
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
studio in the HTML

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed31 Jul · 18:21 UTC
    lmstudio-community/gemma-4-12B-it-MLX-4bit verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Gemma 4 12B It

What does Gemma 4 12B It do?
Gemma 4 12B It focuses on running a capable 12B instruction model efficiently on Apple silicon hardware. It is catalogued under Foundation models & chat on PulseGate.
Who is Gemma 4 12B It for?
Gemma 4 12B It is an open-source project built for developers.
Does Gemma 4 12B It have a free plan?
Yes — Gemma 4 12B It is open source under the MIT license and free to use.
What platforms does Gemma 4 12B It run on?
Gemma 4 12B It runs on the web, the command line, and API.
Is Gemma 4 12B It still maintained?
The GitHub repository shows 524 commits in the last 90 days.
What are alternatives to Gemma 4 12B It?
Similar projects tracked by PulseGate include Gemma 4 12B It, Gemma 4 31B It, and Gemma 4 12B It.Gemma 4 12B ItGemma 4 31B ItGemma 4 12B It
Who makes Gemma 4 12B It?
Gemma 4 12B It is developed by lmstudio-community.
How long has Gemma 4 12B It been around?
Gemma 4 12B It first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
MIT
Built for
developers
Model
Open source
Solves
Running a capable 12B instruction model efficiently on Apple silicon hardware.

Registered as

Hugging Face
lmstudio-community/gemma-4-12B-it-MLX-4bit

Developer

lmstudio-community
Community-driven

Open source

Stars
5,279
Forks
692
Open issues
136
Last commit
31 Jul 2026
Commits 90d
524
Contributors
141
Authorship
Community-driven
Default branch
main
Latest release
v0.6.8 · 27 Jul 2026

Live coverage

Identity confidence
Medium · 70.4
Indexed
31 Jul 2026
Lifecycle
Alive
Last seen
31 Jul 2026
Identity audit (13)
Slug
lmstudio-community-gemma-4-12b-it-mlx-4bit-huggingface-co
Lifecycle state recorded
31 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
31 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
5 Aug 2026
Canonical URL
https://huggingface.co/lmstudio-community/gemma-4-12B-it-MLX-4bit

Ship this? Send a correction — no account, and you get a link to follow it.

Similar apps

Closest matches by what these projects do

  • G4Gemma 4 12B Ithuggingface.co
  • G4Gemma 4 31B Ithuggingface.co
  • G4Gemma 4 12B Ithuggingface.co
  • G4Gemma 4 31B Ithuggingface.co
  • G4Gemma 4 26B A4B Ithuggingface.co
  • G4Gemma 4 26B A4B Ithuggingface.co