What are the hardware requirements for Gemma 3 27B It Quantized.w4a16?

Gemma 3 27B It Quantized.w4a16 requires approximately 19.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gemma 3 27B It Quantized.w4a16 and how large is it?

Gemma 3 27B It Quantized.w4a16 is developed by RedHatAI, 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 Quantized.w4a16?

Gemma 3 27B It Quantized.w4a16 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 Quantized.w4a16 by RedHatAI — VRAM 19.8GB

Name: Gemma 3 27B It Quantized.w4a16
Author: RedHatAI

Gemma 3 27B It Quantized.w4a16 is an open-source language model by RedHatAI. Features: 27b LLM, VRAM: 19.8GB, License: gemma, LLM Explorer Score: 0.27.

Base model:google/gemma-3-27b-... Base model:quantized:google/ge... Compressed-tensors Conversational Endpoints compatible Gemma3 Image-text-to-text Region:us Safetensors Sharded Tensorflow Vision Vllm W4a16

Model Card on HF 🤗: https://huggingface.co/RedHatAI/gemma-3-27b-it-quantized.w4a16

Gemma 3 27B It Quantized.w4a16 Parameters and Internals

LLM Name	Gemma 3 27B It Quantized.w4a16
Repository 🤗	https://huggingface.co/RedHatAI/gemma-3-27b-it-quantized.w4a16
Base Model(s)	Gemma 3 27B It google/gemma-3-27b-it
Model Size	27b
Required VRAM	19.8 GB
Updated	2026-08-09
Maintainer	RedHatAI
Model Type	gemma3
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 5.0 GB: 3-of-4 4.8 GB: 4-of-4
Model Architecture	Gemma3ForConditionalGeneration
License	gemma
Transformers Version	4.51.3
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Torch Data Type	bfloat16

Rank the Gemma 3 27B It Quantized.w4a16 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 Quantized.w4a16

Best Alternatives	Context / RAM	Downloads	Likes
Fallen Gemma3 27B V1	128K / 55.3 GB	90	49
Gemma 3 27B It	0K / 55.3 GB	769066	2006
Translategemma 27B It	0K / 55.3 GB	16445	390
MamayLM Gemma 3 27B IT V2.0	0K / 55.2 GB	1875	8
Gemma 3 27B It Abliterated	0K / 55.3 GB	2762	336
Gemma 3 27B Pt	0K / 55.3 GB	8304	124
Big Tiger Gemma 27B V3	0K / 55.3 GB	172	57
Gemma 3 R1 27B V1	0K / 55.3 GB	2	26
Medgemma 27B It Bf16	0K / 57.7 GB	175	4
CardProjector 27B V4	0K / 55.3 GB	109	27

Note: green Score (e.g. "73.2") means that the model is better than RedHatAI/gemma-3-27b-it-quantized.w4a16.