--- tags: - uqff - mistral.rs base_model: mistralai/Mistral-Nemo-Instruct-2407 base_model_relation: quantized --- # `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. ## Files |Name|Quantization type(s)|Example| |--|--|--| |mistral-nemo-instruct-2407-q4k.uqff|Q4K|`./mistralrs-server -i plain -m mistralai/Mistral-Nemo-Instruct-2407 --from-uqff EricB/Mistral-Nemo-Instruct-2407-UQFF/mistral-nemo-instruct-2407-q4k.uqff`| |mistral-nemo-instruct-2407-q5k.uqff|Q5K|`./mistralrs-server -i plain -m mistralai/Mistral-Nemo-Instruct-2407 --from-uqff EricB/Mistral-Nemo-Instruct-2407-UQFF/mistral-nemo-instruct-2407-q5k.uqff`| |mistral-nemo-instruct-2407-q6k.uqff|Q6K|`./mistralrs-server -i plain -m mistralai/Mistral-Nemo-Instruct-2407 --from-uqff EricB/Mistral-Nemo-Instruct-2407-UQFF/mistral-nemo-instruct-2407-q6k.uqff`| |mistral-nemo-instruct-2407-q8_0.uqff|Q8_0|`./mistralrs-server -i plain -m mistralai/Mistral-Nemo-Instruct-2407 --from-uqff EricB/Mistral-Nemo-Instruct-2407-UQFF/mistral-nemo-instruct-2407-q8_0.uqff`|