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paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF
armand01/paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF
paraphrase-multilingual-MiniLM-L12-v2-Q6_K-GGUF is a sentence similarity model from armand01. Use it when you need a score for how close two texts are. It is set up for sentence-transformers. The card lists the license as apache-2.0.
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.gguf131 MB · 100%
At a glance
- Task
- Sentence Similarity
- Library
- sentence-transformers
- License
- apache-2.0
- Access
- Public
- Created
- Apr 11, 2024
- Updated
- Apr 21, 2024
- SHA
- 34b69e16
Model card
From the Hugging Face model README
NOTE: Don't download, it doesn't work.
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
- Task
- Sentence Similarity
- Library
- sentence-transformers
- License
- apache-2.0
- Languages
- multilingual, ar, bg, ca, cs, da
- Created
- Apr 11, 2024
- Updated
- Apr 21, 2024