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G4

Gemma 4 31B It Qat

huggingface.co·Infrastructure

This repository contains GGUF quantized weights for Gemma 4 31B (instruction-tuned) created using Unsloth's QAT (Quantization-Aware Training) pipeline. It enables efficient local inference of a very large model on CPUs and GPUs with reduced memory requirements. The model is fully open and compatible with llama.cpp and other GGUF runtimes.

Open SourceApache-2.0WebCLIAPI
GGemma 4 31B It Qat preview
Visit huggingface.co↗
69.2kstars
6.2kforks
25alternatives
3features
2023since

Overview

3 features

Gemma 4 31B It Qat is a Foundation models & chat project. It focuses on running a large instruction-tuned language model efficiently on consumer hardware. It is built as an open-source project for developers. The project is open source (Apache-2.0). It ships for the web, the command line, and API.

Unsloth builds and maintains Gemma 4 31B It Qat, and it first shipped in 2023. Development happens publicly on GitHub with 69.2k stars and 1.4k commits in the last 90 days. It competes in a saturated segment with 25 similar apps in PulseGate's index. Key capabilities include Instruction Tuning, Quantized GGUF, and Local Inference. It exposes integrations via a public API.

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

  • ✓Instruction Tuning
  • ✓Quantized GGUF
  • ✓Local Inference
Tags
gemma-4quantized-llmgguf-formatinstruction-tuned
AI capabilities
Multimodal
Inference: LocalWeights: Open

Built with & integrations

Hosting
AWS
AI providers
local_oss
Connectors
API
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
✓HTTPS✓Open Source✓Free tier✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed31 Jul · 01:34 UTC
    unsloth/gemma-4-31B-it-qat-GGUF verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Gemma 4 31B It Qat

What does Gemma 4 31B It Qat do?
Gemma 4 31B It Qat focuses on running a large instruction-tuned language model efficiently on consumer hardware. It is catalogued under Foundation models & chat on PulseGate.
Who should use Gemma 4 31B It Qat?
Gemma 4 31B It Qat is an open-source project built for developers.
Does Gemma 4 31B It Qat have a free plan?
Yes — Gemma 4 31B It Qat is open source under the Apache-2.0 license and free to use.
What platforms does Gemma 4 31B It Qat run on?
Gemma 4 31B It Qat runs on the web, the command line, and API.
Is Gemma 4 31B It Qat still maintained?
The GitHub repository shows 1.4k commits in the last 90 days.
What projects are similar to Gemma 4 31B It Qat?
Similar projects tracked by PulseGate include Gemma 4 12B It Qat, Gemma 4 12b It, and Gemma 4 12B It Qat Q4 0.Gemma 4 12B It QatGemma 4 12b ItGemma 4 12B It Qat Q4 0
Who makes Gemma 4 31B It Qat?
Gemma 4 31B It Qat is developed by Unsloth.
When did Gemma 4 31B It Qat launch?
Gemma 4 31B It Qat 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 a large instruction-tuned language model efficiently on consumer hardware.

Registered as

Hugging Face
unsloth/gemma-4-31B-it-qat-GGUF

Developer

Unsloth
Community-driven

Open source

Stars
69,229
Forks
6,240
Open issues
988
Last commit
30 Jul 2026
Commits 90d
1,393
Contributors
260
Authorship
Community-driven
Default branch
main
Latest release
v0.1.51-beta · 29 Jul 2026

Live coverage

Identity confidence
Medium · 70.4
Indexed
31 Jul 2026
Lifecycle
Alive
Last seen
31 Jul 2026
Identity audit (13)
Slug
unsloth-gemma-4-31b-it-qat-gguf-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/unsloth/gemma-4-31B-it-qat-GGUF

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