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

Gemma 3 27B It Unsloth Bnb 4bit requires approximately 20.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

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

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

How does Gemma 3 27B It Unsloth Bnb 4bit perform on standard benchmarks?

Gemma 3 27B It Unsloth Bnb 4bit has the following published scores: LMSYS ELO 1366. Compare against reference models on this page or on the LLM Explorer leaderboards.

Gemma 3 27B It Unsloth Bnb 4bit by unsloth — VRAM 20.2GB

Name: Gemma 3 27B It Unsloth Bnb 4bit
Author: unsloth

Gemma 3 27B It Unsloth Bnb 4bit is an open-source language model by unsloth. Features: 27b LLM, VRAM: 20.2GB, License: gemma, Quantized, LLM Explorer Score: 0.34, ELO: 1366.

Arxiv:1705.03551 Arxiv:1810.12440 Arxiv:1903.00161 Arxiv:1904.09728 Arxiv:1905.07830 Arxiv:1905.10044 Arxiv:1907.10641 Arxiv:1908.02660 Arxiv:1910.11856 Arxiv:1911.01547 Arxiv:1911.11641 Arxiv:2009.03300 Arxiv:2103.03874 Arxiv:2104.12756 Arxiv:2106.03193 Arxiv:2107.03374 Arxiv:2108.07732 Arxiv:2110.14168 Arxiv:2203.10244 Arxiv:2210.03057 Arxiv:2304.06364 Arxiv:2311.12022 Arxiv:2311.16502 Arxiv:2312.11805 Arxiv:2404.12390 Arxiv:2404.16816 Arxiv:2502.12404 Arxiv:2502.21228 4-bit 4bit Base model:google/gemma-3-27b-... Base model:quantized:google/ge... Bitsandbytes Conversational Deploy:azure En Endpoints compatible Gemma Gemma3 Google Image-text-to-text Quantized Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/unsloth/gemma-3-27b-it-unsloth-bnb-4bit

Gemma 3 27B It Unsloth Bnb 4bit Benchmarks

LMSys ELO 1366 vs 1272 (so35) 7.4%

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Gemma 3 27B It Unsloth Bnb 4bit Parameters and Internals

LLM Name	Gemma 3 27B It Unsloth Bnb 4bit
Repository 🤗	https://huggingface.co/unsloth/gemma-3-27b-it-unsloth-bnb-4bit
Base Model(s)	Gemma 3 27B It google/gemma-3-27b-it
Model Size	27b
Required VRAM	20.2 GB
Updated	2026-08-10
Maintainer	unsloth
Model Type	gemma3
Model Files	5.0 GB: 1-of-5 4.9 GB: 2-of-5 5.0 GB: 3-of-5 5.0 GB: 4-of-5 0.3 GB: 5-of-5
Supported Languages	en
Quantization Type	4bit
Model Architecture	Gemma3ForConditionalGeneration
License	gemma
Model Max Length	131072
Transformers Version	4.51.3
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Torch Data Type	bfloat16

Rank the Gemma 3 27B It Unsloth Bnb 4bit 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

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