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---
tags:
- uqff
- mistral.rs
base_model: mistralai/Mistral-Nemo-Instruct-2407
base_model_relation: quantized
---
<!-- Autogenerated from user input. -->
# `mistralai/Mistral-Nemo-Instruct-2407`, 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.
## Examples
|Quantization type(s)|Example|
|--|--|
|FP8|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-f8e4m3.uqff`|
|HQQ4|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-hqq4.uqff`|
|HQQ8|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-hqq8.uqff`|
|Q3K|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-q3k.uqff`|
|Q4K|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-q4k.uqff`|
|Q5K|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-q5k.uqff`|
|Q8_0|`./mistralrs-server -i plain -m EricB/Mistral-Nemo-Instruct-2407-UQFF --from-uqff mistral-nemo-2407-instruct-q8_0.uqff`|
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