What are the hardware requirements for BgGPT Gemma 3 12B IT?

BgGPT Gemma 3 12B IT requires approximately 24.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

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

BgGPT Gemma 3 12B IT is developed by INSAIT-Institute, 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 BgGPT Gemma 3 12B IT?

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

BgGPT Gemma 3 12B IT by INSAIT-Institute — VRAM 24.3GB

Name: BgGPT Gemma 3 12B IT
Author: INSAIT-Institute

BgGPT Gemma 3 12B IT is an open-source language model by INSAIT-Institute. Features: 12b LLM, VRAM: 24.3GB, License: gemma, LLM Explorer Score: 0.23.

Bg Bulgarian Conversational En Endpoints compatible Gemma3 Image-text-to-text Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/INSAIT-Institute/BgGPT-Gemma-3-12B-IT

BgGPT Gemma 3 12B IT Parameters and Internals

LLM Name	BgGPT Gemma 3 12B IT
Repository 🤗	https://huggingface.co/INSAIT-Institute/BgGPT-Gemma-3-12B-IT
Base Model(s)	google/gemma-3-12B-it google/gemma-3-12B-it
Model Size	12b
Required VRAM	24.3 GB
Updated	2026-10-15
Maintainer	INSAIT-Institute
Model Type	gemma3
Model Files	5.0 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.6 GB: 5-of-5
Supported Languages	bg en
Model Architecture	Gemma3ForConditionalGeneration
License	gemma
Transformers Version	4.57.1
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>

Rank the BgGPT Gemma 3 12B IT 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 BgGPT Gemma 3 12B IT

Best Alternatives	Context / RAM	Downloads	Likes
Fallen Gemma3 12B V1	128K / 24.3 GB	18	24
Gemma 3 12B It	0K / 24.3 GB	2853479	723
Gemma 3 12B It	0K / 24.3 GB	25823	17
Translategemma 12B It	0K / 24.3 GB	12161	324
Vllm Translategemma 12B It	0K / 24.3 GB	60893	5
Gemma 3 12B It Heretic	0K / 24.3 GB	33584	92
Gemma 3 12B It Heretic V2	0K / 24.3 GB	11327	88
Gemma 3 12B Pt	0K / 24.3 GB	36842	91
Gemma 3 12B It Law Fine Tuned	0K / 24.3 GB	74	0
Gemma 3 12B It FP8 Dynamic	0K / 13.6 GB	82	3

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