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Merge pull request #21 from MinishLab/update-model-list
docs: Added multilingual model
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README.md

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@@ -36,7 +36,7 @@ model_name = "minishlab/M2V_base_output"
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model = StaticModel.from_pretrained(model_name)
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# Make embeddings
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embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everyone."])
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embeddings = model.encode(["It's dangerous to go alone!", "It's a secret to everybody."])
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```
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And that's it. You can use the model to classify texts, to cluster, or to build a RAG system.
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|------------------------|-------------|-----------------------------------------------------------------------|----------------|-----------------------|--------------|
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| [M2V_base_glove](https://huggingface.co/minishlab/M2V_base_glove) | English | Flagship embedding model based on GloVe vocab. | GloVe | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 102M |
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| [M2V_base_output](https://huggingface.co/minishlab/M2V_base_output) | English | Flagship embedding model based on bge-base-en-v1.5 vocab. Uses a subword tokenizer. | Output | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 7.5M |
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| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | Flagship multilingual embedding model based on LaBSE vocab. Uses a subword tokenizer. | Output | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | 471M |
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## Results
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### Main Results

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