What are the hardware requirements for Llava V1.6 Mistral 7B Bnb 4bit?

Llava V1.6 Mistral 7B Bnb 4bit requires approximately 4.6 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llava V1.6 Mistral 7B Bnb 4bit and how large is it?

Llava V1.6 Mistral 7B Bnb 4bit is developed by panoyo9829, a model with 7b 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 Llava V1.6 Mistral 7B Bnb 4bit?

Llava V1.6 Mistral 7B Bnb 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llava V1.6 Mistral 7B Bnb 4bit by panoyo9829 — VRAM 4.6GB, 32K context

Name: Llava V1.6 Mistral 7B Bnb 4bit
Author: panoyo9829

Llava V1.6 Mistral 7B Bnb 4bit is an open-source language model by panoyo9829. Features: 7b LLM, VRAM: 4.6GB, Context: 32K, Quantized, LLM Explorer Score: 0.11.

4-bit 4bit Bitsandbytes Conversational Endpoints compatible Llava mistral Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/panoyo9829/llava-v1.6-mistral-7b-bnb-4bit

Llava V1.6 Mistral 7B Bnb 4bit Parameters and Internals

LLM Name	Llava V1.6 Mistral 7B Bnb 4bit
Repository 🤗	https://huggingface.co/panoyo9829/llava-v1.6-mistral-7b-bnb-4bit
Model Size	7b
Required VRAM	4.6 GB
Updated	2026-05-08
Maintainer	panoyo9829
Model Type	llava_mistral
Model Files	4.6 GB
Quantization Type	4bit
Model Architecture	LlavaMistralForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.38.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Llava V1.6 Mistral 7B 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 Llava V1.6 Mistral 7B Bnb 4bit

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Llava Med V1.5 Mistral 7B	32K / 15.1 GB	12304	125
Llava V1.6 Mistral 7B	32K / 15.1 GB	9271	246
Turkish BakLLaVa1.5 Mistral	32K / 15.3 GB	18	6
Llava Model	32K / 15.1 GB	5	0
Fc24 Mk3	32K / 20.6 GB	5	0
Fc24 Mk2	32K / 20.6 GB	5	0
Candle Llava V1.6 Mistral 7B	32K / 15.1 GB	1373	0
LLaVA NeXT Video 7B 32K	32K / 15.1 GB	250	7
CuMo Mistral 7B	32K / 16.5 GB	7	14
Llava Mistral 7B Finetuned	32K / 15.1 GB	15	2

Note: green Score (e.g. "73.2") means that the model is better than panoyo9829/llava-v1.6-mistral-7b-bnb-4bit.