metadata

language:
  - multilingual
  - ar
  - bg
  - ca
  - cs
  - da
  - de
  - el
  - en
  - es
  - et
  - fa
  - fi
  - fr
  - gl
  - gu
  - he
  - hi
  - hr
  - hu
  - hy
  - id
  - it
  - ja
  - ka
  - ko
  - ku
  - lt
  - lv
  - mk
  - mn
  - mr
  - ms
  - my
  - nb
  - nl
  - pl
  - pt
  - ro
  - ru
  - sk
  - sl
  - sq
  - sr
  - sv
  - th
  - tr
  - uk
  - ur
  - vi
license: apache-2.0
library_name: sentence-transformers
tags:
  - sentence-transformers
  - feature-extraction
  - sentence-similarity
  - transformers
  - llama-cpp
  - gguf-my-repo
language_bcp47:
  - fr-ca
  - pt-br
  - zh-cn
  - zh-tw
pipeline_tag: sentence-similarity

armand01/paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF

This model was converted to GGUF format from sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with llama.cpp

Install llama.cpp through brew.

brew install ggerganov/ggerganov/llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo armand01/paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF --model paraphrase-multilingual-minilm-l12-v2.Q6_K.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo armand01/paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF --model paraphrase-multilingual-minilm-l12-v2.Q6_K.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

git clone https://github.com/ggerganov/llama.cpp &&             cd llama.cpp &&             make &&             ./main -m paraphrase-multilingual-minilm-l12-v2.Q6_K.gguf -n 128