What are the hardware requirements for Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit?

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit requires approximately 50.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit and how large is it?

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit is developed by unsloth, a model with 90b 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 Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit?

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit by unsloth — VRAM 50.6GB

Name: Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit
Author: unsloth

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit is an open-source language model by unsloth. Features: 90b LLM, VRAM: 50.6GB, License: llama3.2, Quantized, Instruction-Based, LLM Explorer Score: 0.16.

4-bit 4bit Base model:meta-llama/llama-3.... Base model:quantized:meta-llam... Bitsandbytes Conversational En Endpoints compatible Facebook Image-text-to-text Instruct Llama Llama-3 Meta Mllama Multimodal Quantized Region:us Safetensors Sharded Tensorflow Unsloth Vision

Model Card on HF 🤗: https://huggingface.co/unsloth/Llama-3.2-90B-Vision-Instruct-unsloth-bnb-4bit

Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit Parameters and Internals

LLM Name	Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit
Repository 🤗	https://huggingface.co/unsloth/Llama-3.2-90B-Vision-Instruct-unsloth-bnb-4bit
Base Model(s)	meta-llama/Llama-3.2-90B-Vision-Instruct meta-llama/Llama-3.2-90B-Vision-Instruct
Model Size	90b
Required VRAM	50.6 GB
Updated	2026-08-10
Maintainer	unsloth
Model Type	mllama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-11 4.9 GB: 2-of-11 5.0 GB: 3-of-11 5.0 GB: 4-of-11 5.0 GB: 5-of-11 4.9 GB: 6-of-11 5.0 GB: 7-of-11 5.0 GB: 8-of-11 5.0 GB: 9-of-11 3.6 GB: 10-of-11 2.2 GB: 11-of-11
Supported Languages	en
Quantization Type	4bit
Model Architecture	MllamaForConditionalGeneration
License	llama3.2
Model Max Length	131072
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|finetune_right_pad_id\|>
Torch Data Type	bfloat16

Rank the Llama 3.2 90B Vision Instruct 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

Best Alternatives to Llama 3.2 90B Vision Instruct Unsloth Bnb 4bit

Best Alternatives	Context / RAM	Downloads	Likes
...a 3.2 90B Vision Instruct 4bit	0K / 49.9 GB	318	4
...2 90B Vision Instruct Bnb 4bit	0K / 49.1 GB	361	19
Llama 3.2 90B Vision Instruct	0K / 178.2 GB	345	17
Llama 3.2 90B Vision Instruct	0K / 178.2 GB	30	6

Note: green Score (e.g. "73.2") means that the model is better than unsloth/Llama-3.2-90B-Vision-Instruct-unsloth-bnb-4bit.