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Added more supported models
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goldpulpy committed Oct 7, 2024
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Expand Up @@ -36,10 +36,18 @@ You don't need to download anything; the package itself will download the model

Below are the models currently added to the special repository, including their file size and a link to the source.

| Model | Parameters | FP32 | FP16 | INT8 | Source link |
| ----------------- | ---------- | ------ | ----- | ----- | ----------------------------------------------------------------------- |
| all-MiniLM-L6-v2 | 22.7M | 90 MB | 45 MB | 23 MB | [HF](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) 🤗 |
| all-MiniLM-L12-v2 | 33.4M | 127 MB | 65 MB | 32 MB | [HF](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) 🤗 |
| Model | Parameters | FP32 | FP16 | INT8 | Source link |
| ------------------------------------- | ---------- | ------ | ----- | ----- | ------------------------------------------------------------------------------------------- |
| all-MiniLM-L6-v2 | 22.7M | 90MB | 45MB | 23MB | [HF](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) 🤗 |
| paraphrase-MiniLM-L6-v2 | 22.7M | 90MB | 45MB | 23MB | [HF](https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L6-v2) 🤗 |
| all-MiniLM-L12-v2 | 33.4M | 127MB | 65MB | 32MB | [HF](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2) 🤗 |
| gte-small | 33.4M | 127MB | 65MB | 32MB | [HF](https://huggingface.co/thenlper/gte-small) 🤗 |
| all-mpnet-base-v2 | 109M | 418MB | 209MB | 105MB | [HF](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) 🤗 |
| paraphrase-multilingual-MiniLM-L12-v2 | 118M | 449MB | 225MB | 113MB | [HF](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2) 🤗 |
| text2vec-base-multilingual | 118M | 449MB | 225MB | 113MB | [HF](https://huggingface.co/shibing624/text2vec-base-multilingual) 🤗 |
| gte-multilingual-base | 305M | 1.17GB | 599MB | 324MB | [HF](https://huggingface.co/Alibaba-NLP/gte-multilingual-base) 🤗 |
| gte-large | 335M | 1.25GB | 640MB | 321MB | [HF](https://huggingface.co/thenlper/gte-large) 🤗 |
| LaBSE | 470M | 1.75GB | 898MB | 450MB | [HF](https://huggingface.co/sentence-transformers/LaBSE) 🤗 |

**pysentence-similarity** supports `FP32`, `FP16`, and `INT8` dtypes.

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