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Devstral-Small-2507-UQFF

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metadata 
tags:
  - uqff
  - mistral.rs
base_model: mistralai/Devstral-Small-2507
base_model_relation: quantized

mistralai/Devstral-Small-2507, UQFF quantization

Run with mistral.rs. Documentation: UQFF docs.

  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.
  4. Customizable 🛠️: Make and publish your own UQFF files in minutes.

Examples

Quantization type(s) Example
AFQ2 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f mistraldevstral-small-2507-afq2-0.uqff
AFQ3 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f mistraldevstral-small-2507-afq3-0.uqff
AFQ4 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-afq4-0.uqff;mistraldevstral-small-2507-afq4-1.uqff"
AFQ6 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-afq6-0.uqff;mistraldevstral-small-2507-afq6-1.uqff"
AFQ8 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-afq8-0.uqff;mistraldevstral-small-2507-afq8-1.uqff;mistraldevstral-small-2507-afq8-2.uqff"
F8E4M3 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-f8e4m3-0.uqff;mistraldevstral-small-2507-f8e4m3-1.uqff;mistraldevstral-small-2507-f8e4m3-2.uqff"
Q2K ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f mistraldevstral-small-2507-q2k-0.uqff
Q3K ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f mistraldevstral-small-2507-q3k-0.uqff
Q4K ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-q4k-0.uqff;mistraldevstral-small-2507-q4k-1.uqff"
Q5K ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-q5k-0.uqff;mistraldevstral-small-2507-q5k-1.uqff"
Q8_0 ./mistralrs-server -i plain -m EricB/Devstral-Small-2507-UQFF -f "mistraldevstral-small-2507-q8_0-0.uqff;mistraldevstral-small-2507-q8_0-1.uqff;mistraldevstral-small-2507-q8_0-2.uqff"