What are the hardware requirements for Gemma 3 12B It Unsloth Bnb 4bit?

Gemma 3 12B It Unsloth Bnb 4bit requires approximately 12.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gemma 3 12B It Unsloth Bnb 4bit and how large is it?

Gemma 3 12B It Unsloth Bnb 4bit is developed by unsloth, a model with 12b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Gemma 3 12B It Unsloth Bnb 4bit perform on standard benchmarks?

Gemma 3 12B It Unsloth Bnb 4bit has the following published scores: LMSYS ELO 1342. Compare against reference models on this page or on the LLM Explorer leaderboards.

Gemma 3 12B It Unsloth Bnb 4bit by unsloth — VRAM 12.8GB

Name: Gemma 3 12B It Unsloth Bnb 4bit
Author: unsloth

Gemma 3 12B It Unsloth Bnb 4bit is an open-source language model by unsloth. Features: 12b LLM, VRAM: 12.8GB, License: gemma, Quantized, LLM Explorer Score: 0.36, ELO: 1342.

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-3-12b-... 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-3-12b-it-unsloth-bnb-4bit

Gemma 3 12B It Unsloth Bnb 4bit Benchmarks

LMSys ELO 1342 vs 1272 (so35) 5.5%

^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 12B It Unsloth Bnb 4bit Parameters and Internals

LLM Name	Gemma 3 12B It Unsloth Bnb 4bit
Repository 🤗	https://huggingface.co/unsloth/gemma-3-12b-it-unsloth-bnb-4bit
Base Model(s)	Gemma 3 12B It google/gemma-3-12b-it
Model Size	12b
Required VRAM	12.8 GB
Updated	2026-08-10
Maintainer	unsloth
Model Type	gemma3
Model Files	5.0 GB: 1-of-3 5.0 GB: 2-of-3 2.8 GB: 3-of-3
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 12B 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

Quantized Models of the Gemma 3 12B It Unsloth Bnb 4bit

Model	Likes	Downloads	VRAM
...ranscription Fixer Gemma 3 12B	1	10	24 GB

Best Alternatives to Gemma 3 12B It Unsloth Bnb 4bit

Best Alternatives	Context / RAM	Downloads	Likes
... 3 12B It Qat Q4 0 Unquantized	0K / 24.3 GB	72553	158
Gemma 3 12B It Bnb 4bit	0K / 7.8 GB	7552	45
Translategemma 12B It 4bit	0K / 6.6 GB	894	4
Translategemma 12B It 8bit	0K / 12.5 GB	568	8
Gemma 3 12B It 4bit	0K / 8.1 GB	6832	6
Gemma 3 12B It Qat Bnb 4bit	0K / 7.8 GB	2396	4
Gemma 3 12B It 4bit DWQ	0K / 7.2 GB	98	2
Gemma 3 12B It Qat	0K / 24.3 GB	278	2
... 3 12B It Qat Unsloth Bnb 4bit	0K / 12.6 GB	84	2
Gemma 3 12B Pt Bnb 4bit	0K / 7.8 GB	364	2

Note: green Score (e.g. "73.2") means that the model is better than unsloth/gemma-3-12b-it-unsloth-bnb-4bit.