---
license: cc-by-nc-4.0
library_name: gguf
pipeline_tag: sentence-similarity
---
GGUF quants for https://huggingface.co/Salesforce/SFR-Embedding-Mistral  
NOTE: This is a text embedding model used for feature extraction.

As of Feb. 9, 2024 this model is no. 1 on the MTEB leaderboard.  
https://huggingface.co/spaces/mteb/leaderboard

I have an example of how to use llama.cpp to generate embeddings for sentence similarity on my repo:  
https://github.com/dranger003/llama.cpp-dotnet

| Layers | Context | Template |
| --- | --- | --- |
| <pre>32</pre> | <pre>32768</pre> | <pre>Instruct: {task_description}<br>Query: {query}</pre> |