--- tags: - uqff - mistral.rs base_model: microsoft/Phi-3.5-mini-instruct base_model_relation: quantized --- # `microsoft/Phi-3.5-mini-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| |--|--|--| |phi3.5-mini-instruct-q4k.uqff|Q4K|`./mistralrs-server plain -m microsoft/Phi-3.5-mini-instruct --from-uqff EricB/Phi-3.5-mini-instruct-UQFF/phi3.5-mini-instruct-q4k.uqff`| |phi3.5-mini-instruct-hqq4.uqff|HQQ4|`./mistralrs-server plain -m microsoft/Phi-3.5-mini-instruct --from-uqff EricB/Phi-3.5-mini-instruct-UQFF/phi3.5-mini-instruct-hqq4.uqff`|