diff --git a/README.md b/README.md index f5f17b6..5a44842 100644 --- a/README.md +++ b/README.md @@ -136,14 +136,15 @@ Our official documentation can be found [here](https://github.com/MinishLab/mode We provide a number of models that can be used out of the box. These models are available on the [HuggingFace hub](https://huggingface.co/collections/minishlab/model2vec-base-models-66fd9dd9b7c3b3c0f25ca90e) and can be loaded using the `from_pretrained` method. The models are listed below. -| Model | Language | Sentence Transformer | Params | -|-----------------------------------------------------------------------|------------|-----------------------------------------------------------------|---------| -| [potion-base-32M](https://huggingface.co/minishlab/potion-base-32M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 32.3M | -| [potion-base-8M](https://huggingface.co/minishlab/potion-base-8M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 7.5M | -| [potion-base-4M](https://huggingface.co/minishlab/potion-base-4M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 3.7M | -| [potion-base-2M](https://huggingface.co/minishlab/potion-base-2M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 1.8M | -| [potion-retrieval-32M](https://huggingface.co/minishlab/potion-retrieval-32M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 32.3M | -| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | 471M | + +| Model | Language | Sentence Transformer | Params | Task | +|-----------------------------------------------------------------------|------------|-----------------------------------------------------------------|---------|-----------| +| [potion-base-32M](https://huggingface.co/minishlab/potion-base-32M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 32.3M | General | +| [potion-base-8M](https://huggingface.co/minishlab/potion-base-8M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 7.5M | General | +| [potion-base-4M](https://huggingface.co/minishlab/potion-base-4M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 3.7M | General | +| [potion-base-2M](https://huggingface.co/minishlab/potion-base-2M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 1.8M | General | +| [potion-retrieval-32M](https://huggingface.co/minishlab/potion-retrieval-32M) | English | [bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) | 32.3M | Retrieval | +| [M2V_multilingual_output](https://huggingface.co/minishlab/M2V_multilingual_output) | Multilingual | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE) | 471M | General | ## Results