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---
tags:
- uqff
- mistral.rs
base_model: meta-llama/Llama-3.2-11B-Vision-Instruct
base_model_relation: quantized
---
<!-- Autogenerated from user input. -->
# `meta-llama/Llama-3.2-11B-Vision-Instruct`, UQFF quantization
Run with [mistral.rs](https://github.com/EricLBuehler/mistral.rs). Documentation: [UQFF docs](https://github.com/EricLBuehler/mistral.rs/blob/master/docs/UQFF.md).
1) **Flexible** 🌀: Multiple quantization formats in *one* file format with *one* framework to run them all.
2) **Reliable** 🔒: Compatibility ensured with *embedded* and *checked* semantic versioning information from day 1.
3) **Easy** 🤗: Download UQFF models *easily* and *quickly* from Hugging Face, or use a local file.
3) **Customizable** 🛠️: Make and publish your own UQFF files in minutes.
## Files
|Name|Quantization type(s)|Example|
|--|--|--|
|llama-3.2-11b-vision-q4k.uqff|Q4K|`./mistralrs-server -i vision-plain -m meta-llama/Llama-3.2-11B-Vision-Instruct -a vllama --from-uqff EricB/Llama-3.2-11B-Vision-Instruct-UQFF/llama-3.2-11b-vision-q4k.uqff`|
|llama-3.2-11b-vision-q8_0.uqff|Q8_0|`./mistralrs-server -i vision-plain -m meta-llama/Llama-3.2-11B-Vision-Instruct -a vllama --from-uqff EricB/Llama-3.2-11B-Vision-Instruct-UQFF/llama-3.2-11b-vision-q8_0.uqff`|
|llama-3.2-11b-vision-hqq4.uqff|HQQ4|`./mistralrs-server -i vision-plain -m meta-llama/Llama-3.2-11B-Vision-Instruct -a vllama --from-uqff EricB/Llama-3.2-11B-Vision-Instruct-UQFF/llama-3.2-11b-vision-hqq4.uqff`|
|llama-3.2-11b-vision-hqq8.uqff|HQQ8|`./mistralrs-server -i vision-plain -m meta-llama/Llama-3.2-11B-Vision-Instruct -a vllama --from-uqff EricB/Llama-3.2-11B-Vision-Instruct-UQFF/llama-3.2-11b-vision-hqq8.uqff`|
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