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groxaxo/
Gemma-4-31B-StyleTune-UD-Q4_K_XL

Name: Gemma-4-31B-StyleTune-UD-Q4_K_XL
Availability: InStock

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Gemma-4-31B-StyleTune-UD-Q4 K XL

Overview

Gemma-4-31B-StyleTune-UD-Q4 K XL is a GGUF release for llama.cpp-compatible runtimes and local inference, published by groxaxo. It is intended for open-source evaluation, reproducible experimentation, and compatible local or hosted inference workflows. The wording below is deliberately limited to what can be verified from this repository's metadata and artifacts.

At a glance

Field	Details
Format	GGUF
Source / base	the source checkpoint identified in the repository metadata
Intended task	`image-text-to-text`
License	the license declared in the repository files

What is included

*.gguf (2 files)
Additional configuration, tokenizer, processor, or shard files (4 visible artifacts total)

Quick start

llama.cpp

Download a .gguf file that fits your available memory, then run it with a current llama.cpp build:

bash

llama-cli \
  -m /path/to/model.gguf \
  -p "Write a concise technical summary."

For vision or any-to-any models, download the matching multimodal projection file when one is provided and follow the source model's modality-specific instructions.

Compatibility and responsible use

Use a runtime that explicitly supports this format, architecture, and modality.
Keep configuration, tokenizer, processor, projection, and weight files from the same revision together.
Review the source model card and license before redistribution or deployment.
Hardware needs depend on parameter count, context length, cache precision, quantization, and concurrency.
Report reproducible issues with the runtime version, hardware, launch command, and a minimal example.

Quantization or conversion changes numerical behavior, memory use, and throughput relative to the source checkpoint; validate quality on your own workload.

Generated outputs may be inaccurate or unsuitable for a given use case. Users are responsible for testing behavior, applying appropriate safeguards, and complying with applicable licenses and laws.

groxaxo/Gemma-4-31B-StyleTune-UD-Q4_K_XL