What are the hardware requirements for Gemma 3 Confetti 12B?

Gemma 3 Confetti 12B requires approximately 23.4 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Gemma 3 Confetti 12B and how large is it?

Gemma 3 Confetti 12B is developed by ToastyPigeon, a model with 12b 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 Confetti 12B?

Gemma 3 Confetti 12B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 3 Confetti 12B by ToastyPigeon — VRAM 23.4GB, 128K context

Name: Gemma 3 Confetti 12B
Author: ToastyPigeon

Gemma 3 Confetti 12B is an open-source language model by ToastyPigeon. Features: 12b LLM, VRAM: 23.4GB, Context: 128K, LLM Explorer Score: 0.17.

Base model:finetune:google/gem... Base model:google/gemma-3-12b-... Gemma3 text Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ToastyPigeon/Gemma-3-Confetti-12B

Gemma 3 Confetti 12B Parameters and Internals

LLM Name	Gemma 3 Confetti 12B
Repository 🤗	https://huggingface.co/ToastyPigeon/Gemma-3-Confetti-12B
Base Model(s)	Gemma 3 12B Pt google/gemma-3-12b-pt
Model Size	12b
Required VRAM	23.4 GB
Updated	2026-08-08
Maintainer	ToastyPigeon
Model Type	gemma3_text
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 3.8 GB: 5-of-5
Model Architecture	Gemma3ForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.51.0.dev0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	262208
Torch Data Type	bfloat16

Rank the Gemma 3 Confetti 12B 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 Confetti 12B

Best Alternatives	Context / RAM	Downloads	Likes
Erebus RP 12B Instruct 2608 V1	128K / 23.4 GB	10	0
GaMS3 12B Instruct	128K / 23.4 GB	4238	5
YanoljaNEXT Rosetta 12B 2510	128K / 25.4 GB	953	29
Typhoon2.1 Gemma3 12B	128K / 23.4 GB	1610	18
Nile Chat 12B	128K / 23.4 GB	657	14
Gemma 3 12B It Abliterated V2	128K / 47.2 GB	487	24
Typhoon2.1 Gemma3 12B	128K / 23.4 GB	677	19
Gemma 3 Coldbrew Test1	128K / 23.4 GB	9	0
Gemma 3 Glitter 12B	128K / 23.4 GB	139	7
Gemma 3 Starshine 12B Alt	128K / 23.4 GB	4	7

Note: green Score (e.g. "73.2") means that the model is better than ToastyPigeon/Gemma-3-Confetti-12B.