What are the hardware requirements for Gemma 2 9B It Bnb 4bit?

Gemma 2 9B It Bnb 4bit requires approximately 6.1 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 Gemma 2 9B It Bnb 4bit and how large is it?

Gemma 2 9B It Bnb 4bit is developed by leliuga, a model with 9b 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 2 9B It Bnb 4bit?

Gemma 2 9B It Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 2 9B It Bnb 4bit by leliuga — VRAM 6.1GB, 8K context

Name: Gemma 2 9B It Bnb 4bit
Author: leliuga

Gemma 2 9B It Bnb 4bit is an open-source language model by leliuga. Features: 9b LLM, VRAM: 6.1GB, Context: 8K, License: other, Quantized, LLM Explorer Score: 0.13.

4-bit 4bit Base model:google/gemma-2-9b-i... Base model:quantized:google/ge... Bitsandbytes Conversational Gemma Gemma2 Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/leliuga/gemma-2-9b-it-bnb-4bit

Gemma 2 9B It Bnb 4bit Parameters and Internals

Model Type

text-generation

Additional Notes

This model is a 4bit quantized version using bitsandbytes. It's designed for fine-tuning. The PAD token is set as an empty string.

LLM Name	Gemma 2 9B It Bnb 4bit
Repository 🤗	https://huggingface.co/leliuga/gemma-2-9b-it-bnb-4bit
Model Name	gemma-2-9b-it
Model Creator	Google
Base Model(s)	Gemma 2 9B It google/gemma-2-9b-it
Model Size	9b
Required VRAM	6.1 GB
Updated	2026-06-26
Maintainer	leliuga
Model Type	gemma2
Model Files	6.1 GB
Quantization Type	4bit
Model Architecture	Gemma2ForCausalLM
License	other
Context Length	8192
Model Max Length	8192
Transformers Version	4.42.2
Tokenizer Class	GemmaTokenizer
Padding Token	<unk>
Vocabulary Size	256000
Torch Data Type	bfloat16

Rank the Gemma 2 9B It 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

Best Alternatives to Gemma 2 9B It Bnb 4bit

Best Alternatives	Context / RAM	Downloads	Likes
GWQ 9B Preview	8K / 18.6 GB	9	3
Gemma 2 9B 8bit	8K / 9.8 GB	178	9
Gemma 2 9B 4bit	8K / 5.2 GB	160	2
Gemma 2 9B It Bnb 4bit	8K / 6.1 GB	13007	32
SASTRI 1 9B	8K / 6.1 GB	7	0
Gemma 2 9B Bnb 4bit	8K / 6.1 GB	10605	31
Gemma 2 9B It Finance	8K / 18.6 GB	5	0
Athena Gemma 2 2B It	8K / 23.8 GB	0	2
Gemma 2 9B It 4bit	8K / 5.2 GB	16960	1
Gemma 2 9B It Ko RAG Bnb 4bit	8K / 6.1 GB	155	0

Note: green Score (e.g. "73.2") means that the model is better than leliuga/gemma-2-9b-it-bnb-4bit.