What are the hardware requirements for BgGPT Gemma 2 2.6B IT V1.0?

BgGPT Gemma 2 2.6B IT V1.0 requires approximately 5.2 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed BgGPT Gemma 2 2.6B IT V1.0 and how large is it?

BgGPT Gemma 2 2.6B IT V1.0 is developed by INSAIT-Institute, a model with 2b 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 2 2.6B IT V1.0?

BgGPT Gemma 2 2.6B IT V1.0 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

BgGPT Gemma 2 2.6B IT V1.0 by INSAIT-Institute — VRAM 5.2GB, 8K context

Name: BgGPT Gemma 2 2.6B IT V1.0
Author: INSAIT-Institute

BgGPT Gemma 2 2.6B IT V1.0 is an open-source language model by INSAIT-Institute. Features: 2b LLM, VRAM: 5.2GB, Context: 8K, License: gemma, LLM Explorer Score: 0.15.

Base model:finetune:google/gem... Base model:google/gemma-2-2b Bg Bggpt Conversational Deploy:azure En Endpoints compatible Gemma2 Insait Instruct Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0

BgGPT Gemma 2 2.6B IT V1.0 Parameters and Internals

LLM Name	BgGPT Gemma 2 2.6B IT V1.0
Repository 🤗	https://huggingface.co/INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0
Base Model(s)	Gemma 2 2B It Gemma 2 2B google/gemma-2-2b-it google/gemma-2-2b
Model Size	2b
Required VRAM	5.2 GB
Updated	2026-07-31
Maintainer	INSAIT-Institute
Model Type	gemma2
Model Files	5.0 GB: 1-of-2 0.2 GB: 2-of-2
Supported Languages	bg en
Model Architecture	Gemma2ForCausalLM
License	gemma
Context Length	8192
Model Max Length	8192
Transformers Version	4.42.3
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	256000
Torch Data Type	bfloat16

Rank the BgGPT Gemma 2 2.6B IT V1.0 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 2 2.6B IT V1.0

Best Alternatives	Context / RAM	Downloads	Likes
SJT 2B	128K / 5.2 GB	16	0
SILMA Kashif 2B Instruct V1.0	12K / 5.2 GB	992	24
...mma 2 2B Jpn It Finetuning Sft	8K / 5.2 GB	14	0
Gemma 2 2B It	8K / 5.2 GB	10	0
Gemma 2 2B It	8K / 5.2 GB	593671	1437
Gemma 2 2B It	8K / 5.2 GB	18991	19
Gemma 2B It Gen Poem	8K / 5.2 GB	2	1
Gemma 2 2B Legal Financial Sft	8K / 5.2 GB	297	0
Gemma 2 2B	8K / 10.5 GB	218629	685
Slm Gemma 2B Qa	8K / 5.2 GB	24	0

Note: green Score (e.g. "73.2") means that the model is better than INSAIT-Institute/BgGPT-Gemma-2-2.6B-IT-v1.0.