What are the hardware requirements for Gemma 3 27B It 4bit DWQ?

Gemma 3 27B It 4bit DWQ requires approximately 16 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gemma 3 27B It 4bit DWQ and how large is it?

Gemma 3 27B It 4bit DWQ is developed by mlx-community, a model with 27b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Gemma 3 27B It 4bit DWQ?

Gemma 3 27B It 4bit DWQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 3 27B It 4bit DWQ by mlx-community — VRAM 16GB

Name: Gemma 3 27B It 4bit DWQ
Author: mlx-community

Gemma 3 27B It 4bit DWQ is an open-source language model by mlx-community. Features: 27b LLM, VRAM: 16GB, License: gemma, Quantized, LLM Explorer Score: 0.18.

4-bit 4bit Base model:google/gemma-3-27b-... Base model:quantized:google/ge... Conversational Gemma3 Mlx Quantized Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/mlx-community/gemma-3-27b-it-4bit-DWQ

Gemma 3 27B It 4bit DWQ Parameters and Internals

LLM Name	Gemma 3 27B It 4bit DWQ
Repository 🤗	https://huggingface.co/mlx-community/gemma-3-27b-it-4bit-DWQ
Base Model(s)	Gemma 3 27B It google/gemma-3-27b-it
Model Size	27b
Required VRAM	16 GB
Updated	2026-07-22
Maintainer	mlx-community
Model Type	gemma3
Model Files	5.4 GB: 1-of-3 5.3 GB: 2-of-3 5.3 GB: 3-of-3
Quantization Type	4bit
Model Architecture	Gemma3ForConditionalGeneration
License	gemma
Transformers Version	4.50.0.dev0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Torch Data Type	bfloat16

Rank the Gemma 3 27B It 4bit DWQ capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Gemma 3 27B It 4bit DWQ

Best Alternatives	Context / RAM	Downloads	Likes
...emma 3 27B It Unsloth Bnb 4bit	0K / 20.2 GB	5525	19
Gemma 3 27B It Bnb 4bit	0K / 16.3 GB	2744	18
... 3 27B It Qat Q4 0 Unquantized	0K / 55.3 GB	152	42
Gemma 3 27B It Qat	0K / 55.3 GB	24	3
Translategemma 27B It 8bit	0K / 28.8 GB	467	5
Translategemma 27B It 4bit	0K / 15.2 GB	190	3
Medgemma 27B It 8bit	0K / 31.2 GB	199	4
Medgemma 27B It 4bit	0K / 16.9 GB	132	4
Gemma 3 27B It 4bit	0K / 16.9 GB	1578	13
Gemma 3 27B It 8bit	0K / 31.2 GB	407	7

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/gemma-3-27b-it-4bit-DWQ.