===================
Pre-trained models
===================

We have traced few sentence-transformers model in torchScript and onnx format. Users can use these models
if they don't want to fine tune their models. In every list we have corresponding config file which requires to upload
to opensearch.

- `sentence-transformers/all-distilroberta-v1 <https://huggingface.co/sentence-transformers/all-distilroberta-v1>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-distilroberta-v1/1.0.1/torch_script/sentence-transformers_all-distilroberta-v1-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-distilroberta-v1/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-distilroberta-v1/1.0.1/onnx/sentence-transformers_all-distilroberta-v1-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-distilroberta-v1/1.0.1/onnx/config.json>`_

- `sentence-transformers/all-MiniLM-L12-v2 <https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L12-v2/1.0.1/torch_script/sentence-transformers_all-MiniLM-L12-v2-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L12-v2/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L12-v2/1.0.1/onnx/sentence-transformers_all-MiniLM-L12-v2-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L12-v2/1.0.1/onnx/config.json>`_

- `sentence-transformers/all-MiniLM-L6-v2 <https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L6-v2/1.0.1/torch_script/sentence-transformers_all-MiniLM-L6-v2-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L6-v2/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L6-v2/1.0.1/onnx/sentence-transformers_all-MiniLM-L6-v2-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-MiniLM-L6-v2/1.0.1/onnx/config.json>`_

- `sentence-transformers/all-mpnet-base-v2 <https://huggingface.co/sentence-transformers/all-mpnet-base-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-mpnet-base-v2/1.0.1/torch_script/sentence-transformers_all-mpnet-base-v2-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-mpnet-base-v2/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-mpnet-base-v2/1.0.1/onnx/sentence-transformers_all-mpnet-base-v2-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/all-mpnet-base-v2/1.0.1/onnx/config.json>`_

- `sentence-transformers/msmarco-distilbert-base-tas-b <https://huggingface.co/sentence-transformers/all-mpnet-base-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/msmarco-distilbert-base-tas-b/1.0.1/torch_script/sentence-transformers_msmarco-distilbert-base-tas-b-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/msmarco-distilbert-base-tas-b/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/msmarco-distilbert-base-tas-b/1.0.1/onnx/sentence-transformers_msmarco-distilbert-base-tas-b-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/msmarco-distilbert-base-tas-b/1.0.1/onnx/config.json>`_

- `sentence-transformers/multi-qa-MiniLM-L6-cos-v1 <https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-MiniLM-L6-cos-v1/1.0.1/torch_script/sentence-transformers_multi-qa-MiniLM-L6-cos-v1-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-MiniLM-L6-cos-v1/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-MiniLM-L6-cos-v1/1.0.1/onnx/sentence-transformers_multi-qa-MiniLM-L6-cos-v1-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-MiniLM-L6-cos-v1/1.0.1/onnx/config.json>`_

- `sentence-transformers/multi-qa-mpnet-base-dot-v1 <https://huggingface.co/sentence-transformers/multi-qa-mpnet-base-dot-v1>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-mpnet-base-dot-v1/1.0.1/torch_script/sentence-transformers_multi-qa-mpnet-base-dot-v1-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-mpnet-base-dot-v1/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-mpnet-base-dot-v1/1.0.1/onnx/sentence-transformers_multi-qa-mpnet-base-dot-v1-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/multi-qa-mpnet-base-dot-v1/1.0.1/onnx/config.json>`_

- `sentence-transformers/paraphrase-MiniLM-L3-v2 <https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L3-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-MiniLM-L3-v2/1.0.1/torch_script/sentence-transformers_paraphrase-MiniLM-L3-v2-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-MiniLM-L3-v2/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-MiniLM-L3-v2/1.0.1/onnx/sentence-transformers_paraphrase-MiniLM-L3-v2-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-MiniLM-L3-v2/1.0.1/onnx/config.json>`_

- `sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 <https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2>`_

  - Torch Script Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2/1.0.1/torch_script/sentence-transformers_paraphrase-multilingual-MiniLM-L12-v2-1.0.1-torch_script.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2/1.0.1/torch_script/config.json>`_

  - Onnx Format (version: 1.0.1)

    - `Model File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2/1.0.1/onnx/sentence-transformers_paraphrase-multilingual-MiniLM-L12-v2-1.0.1-onnx.zip>`_

    - `Config File <https://artifacts.opensearch.org/models/ml-models/huggingface/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2/1.0.1/onnx/config.json>`_