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README.md
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---
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language:
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- multilingual
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- ar
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- bg
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- ca
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- cs
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- da
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- de
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- el
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- es
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- fa
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- ja
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- mn
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- mr
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- my
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- nb
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- pl
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- pt
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- ro
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- ru
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- sl
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license: apache-2.0
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library_name: sentence-transformers
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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- transformers
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- llama-cpp
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- gguf-my-repo
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language_bcp47:
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- fr-ca
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- pt-br
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- zh-cn
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- zh-tw
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pipeline_tag: sentence-similarity
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---
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# krogoldAI/paraphrase-multilingual-MiniLM-L12-v2-Q4_K_M-GGUF
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This model was converted to GGUF format from [`sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2`](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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Refer to the [original model card](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2) for more details on the model.
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## Use with llama.cpp
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Install llama.cpp through brew.
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```bash
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brew install ggerganov/ggerganov/llama.cpp
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```
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Invoke the llama.cpp server or the CLI.
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CLI:
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```bash
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llama-cli --hf-repo krogoldAI/paraphrase-multilingual-MiniLM-L12-v2-Q4_K_M-GGUF --model paraphrase-multilingual-minilm-l12-v2.Q4_K_M.gguf -p "The meaning to life and the universe is"
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```
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Server:
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```bash
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llama-server --hf-repo krogoldAI/paraphrase-multilingual-MiniLM-L12-v2-Q4_K_M-GGUF --model paraphrase-multilingual-minilm-l12-v2.Q4_K_M.gguf -c 2048
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```
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Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
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```
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git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m paraphrase-multilingual-minilm-l12-v2.Q4_K_M.gguf -n 128
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```
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