Create README.md

README.md

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+---
+license: apache-2.0
+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
+---
+
+# paraphrase-multilingual-mpnet-base-v2.gguf
+
+```py
+import torch
+from llama_cpp import Llama
+from sentence_transformers import SentenceTransformer
+from scipy.spatial.distance import cosine
+
+model = SentenceTransformer(
+    "paraphrase-multilingual-mpnet-base-v2",
+    model_kwargs={"torch_dtype": torch.float16}
+)
+llm = Llama.from_pretrained(
+    "mykor/paraphrase-multilingual-mpnet-base-v2.gguf",
+    filename="paraphrase-multilingual-mpnet-base-277M-v2-F16.gguf",
+    embedding=True,
+    verbose=False,
+)
+
+text = "움츠러든 어깨를 따라서 다시 저물어가는 오늘의 끝 밤이 조용히 나를 안으면 무너져가는 날 잊어버릴 수 있어"
+embed1 = model.encode(text)
+embed2 = llm.embed(text)
+print(cosine(embed1, embed2))
+```
+
+```sh
+0.0
+```