model_meta: gte-Qwen1.5-7B-instruct: link: https://huggingface.co/Alibaba-NLP/gte-Qwen1.5-7B-instruct seq_len: 32768 size: 7099 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: true Baichuan-text-embedding: link: https://platform.baichuan-ai.com/docs/text-Embedding seq_len: 512 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false Cohere-embed-english-v3.0: link: https://huggingface.co/Cohere/Cohere-embed-english-v3.0 seq_len: 512 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false Cohere-embed-multilingual-light-v3.0: link: https://huggingface.co/Cohere/Cohere-embed-multilingual-light-v3.0 seq_len: 512 size: null dim: 384 is_external: true is_proprietary: true is_sentence_transformers_compatible: false Cohere-embed-multilingual-v3.0: link: https://huggingface.co/Cohere/Cohere-embed-multilingual-v3.0 seq_len: 512 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false DanskBERT: link: https://huggingface.co/vesteinn/DanskBERT seq_len: 514 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true FollowIR-7B: link: https://huggingface.co/jhu-clsp/FollowIR-7B seq_len: 4096 size: 7240 is_external: true is_propietary: false is_sentence_transformer_compatible: false GritLM-7B: link: https://huggingface.co/GritLM/GritLM-7B seq_len: 4096 size: 7240 is_external: true is_propietary: false is_sentence_transformer_compatible: false LASER2: link: https://github.com/facebookresearch/LASER seq_len: N/A size: 43 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Llama-2-supervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised seq_len: 4096 size: 6607 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Llama-2-unsupervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse seq_len: 4096 size: 6607 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Meta-Llama-3-supervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised seq_len: 8192 size: 7505 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Meta-Llama-3-unsupervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse seq_len: 8192 size: 7505 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Mistral-supervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised seq_len: 32768 size: 7111 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Mistral-unsupervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse seq_len: 32768 size: 7111 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Sheared-Llama-supervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised seq_len: 4096 size: 1280 dim: 2048 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LLM2Vec-Sheared-Llama-unsupervised: link: https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse seq_len: 4096 size: 1280 dim: 2048 is_external: true is_proprietary: false is_sentence_transformers_compatible: false LaBSE: link: https://huggingface.co/sentence-transformers/LaBSE seq_len: 512 size: 471 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true OpenSearch-text-hybrid: link: https://help.aliyun.com/zh/open-search/vector-search-edition/hybrid-retrieval seq_len: 512 size: null dim: 1792 is_external: true is_proprietary: true is_sentence_transformers_compatible: false all-MiniLM-L12-v2: link: https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2 seq_len: 512 size: 33 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true all-MiniLM-L6-v2: link: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2 seq_len: 512 size: 23 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true all-mpnet-base-v2: link: https://huggingface.co/sentence-transformers/all-mpnet-base-v2 seq_len: 514 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true allenai-specter: link: https://huggingface.co/sentence-transformers/allenai-specter seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-10lang-cased: link: https://huggingface.co/Geotrend/bert-base-10lang-cased seq_len: 512 size: 138 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-15lang-cased: link: https://huggingface.co/Geotrend/bert-base-15lang-cased seq_len: 512 size: 138 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-25lang-cased: link: https://huggingface.co/Geotrend/bert-base-25lang-cased seq_len: 512 size: 138 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-multilingual-cased: link: https://huggingface.co/google-bert/bert-base-multilingual-cased seq_len: 512 size: 179 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-multilingual-uncased: link: https://huggingface.co/google-bert/bert-base-multilingual-uncased seq_len: 512 size: 168 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-swedish-cased: link: https://huggingface.co/KB/bert-base-swedish-cased seq_len: 512 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bert-base-uncased: link: https://huggingface.co/bert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bge-base-zh-v1.5: link: https://huggingface.co/BAAI/bge-base-zh-v1.5 seq_len: 512 size: 102 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bge-large-en-v1.5: link: https://huggingface.co/BAAI/bge-large-en-v1.5 seq_len: 512 size: null dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false bge-large-zh-noinstruct: link: https://huggingface.co/BAAI/bge-large-zh-noinstruct seq_len: 512 size: 326 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bge-large-zh-v1.5: link: https://huggingface.co/BAAI/bge-large-zh-v1.5 seq_len: 512 size: 326 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bge-small-zh-v1.5: link: https://huggingface.co/BAAI/bge-small-zh-v1.5 seq_len: 512 size: 24 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true bm25: link: https://en.wikipedia.org/wiki/Okapi_BM25 size: 0 is_external: true is_proprietary: false is_sentence_transformers_compatible: false camembert-base: link: https://huggingface.co/almanach/camembert-base seq_len: 512 size: 111 dim: 512 is_external: false is_proprietary: false is_sentence_transformers_compatible: true camembert-large: link: https://huggingface.co/almanach/camembert-large seq_len: 512 size: 338 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true contriever-base-msmarco: link: https://huggingface.co/nthakur/contriever-base-msmarco seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true cross-en-de-roberta-sentence-transformer: link: https://huggingface.co/T-Systems-onsite/cross-en-de-roberta-sentence-transformer seq_len: 514 size: 278 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true dfm-encoder-large-v1: link: https://huggingface.co/chcaa/dfm-encoder-large-v1 seq_len: 512 size: 355 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true dfm-sentence-encoder-large-1: link: https://huggingface.co/chcaa/dfm-encoder-large-v1 seq_len: 512 size: 355 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true distilbert-base-25lang-cased: link: https://huggingface.co/Geotrend/distilbert-base-25lang-cased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true distilbert-base-en-fr-cased: link: https://huggingface.co/Geotrend/distilbert-base-en-fr-cased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true distilbert-base-en-fr-es-pt-it-cased: link: https://huggingface.co/Geotrend/distilbert-base-en-fr-es-pt-it-cased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true distilbert-base-fr-cased: link: https://huggingface.co/Geotrend/distilbert-base-fr-cased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true distilbert-base-uncased: link: https://huggingface.co/distilbert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true distiluse-base-multilingual-cased-v2: link: https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2 seq_len: 512 size: 135 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-base-v2: link: https://huggingface.co/intfloat/e5-base-v2 seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-base: link: https://huggingface.co/intfloat/e5-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-large-v2: link: https://huggingface.co/intfloat/e5-large-v2 seq_len: 512 size: 335 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-large: link: https://huggingface.co/intfloat/e5-large seq_len: 512 size: 335 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-mistral-7b-instruct: link: https://huggingface.co/intfloat/e5-mistral-7b-instruct seq_len: 32768 size: 7111 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: true e5-small: link: https://huggingface.co/intfloat/e5-small seq_len: 512 size: 33 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true electra-small-nordic: link: https://huggingface.co/jonfd/electra-small-nordic seq_len: 512 size: 23 dim: 256 is_external: true is_proprietary: false is_sentence_transformers_compatible: true electra-small-swedish-cased-discriminator: link: https://huggingface.co/KBLab/electra-small-swedish-cased-discriminator seq_len: 512 size: 16 dim: 256 is_external: true is_proprietary: false is_sentence_transformers_compatible: true elser-v2: link: https://www.elastic.co/guide/en/machine-learning/current/ml-nlp-elser.html is_external: true is_proprietary: false is_sentence_transformers_compatible: false flan-t5-base: link: https://huggingface.co/google/flan-t5-base seq_len: 512 size: 220 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: true flan-t5-large: link: https://huggingface.co/google/flan-t5-large seq_len: 512 size: 770 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: true flaubert_base_cased: link: https://huggingface.co/flaubert/flaubert_base_cased seq_len: 512 size: 138 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true flaubert_base_uncased: link: https://huggingface.co/flaubert/flaubert_base_uncased seq_len: 512 size: 138 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true flaubert_large_cased: link: https://huggingface.co/flaubert/flaubert_large_cased seq_len: 512 size: 372 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gbert-base: link: https://huggingface.co/deepset/gbert-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gbert-large: link: https://huggingface.co/deepset/gbert-large seq_len: 512 size: 337 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gelectra-base: link: https://huggingface.co/deepset/gelectra-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gelectra-large: link: https://huggingface.co/deepset/gelectra-large seq_len: 512 size: 335 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true glove.6B.300d: link: https://huggingface.co/sentence-transformers/average_word_embeddings_glove.6B.300d seq_len: N/A size: 120 dim: 300 is_external: true is_proprietary: false is_sentence_transformers_compatible: true google-gecko-256.text-embedding-preview-0409: link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models seq_len: 2048 size: 1200 dim: 256 is_external: true is_proprietary: true is_sentence_transformers_compatible: false google-gecko.text-embedding-preview-0409: link: https://cloud.google.com/vertex-ai/generative-ai/docs/embeddings/get-text-embeddings#latest_models seq_len: 2048 size: 1200 dim: 768 is_external: true is_proprietary: true is_sentence_transformers_compatible: false gottbert-base: link: https://huggingface.co/uklfr/gottbert-base seq_len: 512 size: 127 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gtr-t5-base: link: https://huggingface.co/sentence-transformers/gtr-t5-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gtr-t5-large: link: https://huggingface.co/sentence-transformers/gtr-t5-large seq_len: 512 size: 168 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gtr-t5-xl: link: https://huggingface.co/sentence-transformers/gtr-t5-xl seq_len: 512 size: 1240 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true gtr-t5-xxl: link: https://huggingface.co/sentence-transformers/gtr-t5-xxl seq_len: 512 size: 4865 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true herbert-base-retrieval-v2: link: https://huggingface.co/ipipan/herbert-base-retrieval-v2 seq_len: 514 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true instructor-base: link: https://huggingface.co/hkunlp/instructor-base seq_len: N/A size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true instructor-xl: link: https://huggingface.co/hkunlp/instructor-xl seq_len: N/A size: 1241 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true komninos: link: https://huggingface.co/sentence-transformers/average_word_embeddings_komninos seq_len: N/A size: 134 dim: 300 is_external: true is_proprietary: false is_sentence_transformers_compatible: true llama-2-7b-chat: link: https://huggingface.co/meta-llama/Llama-2-7b-chat-hf seq_len: 4096 size: 7000 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false luotuo-bert-medium: link: https://huggingface.co/silk-road/luotuo-bert-medium seq_len: 512 size: 328 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true m3e-base: link: https://huggingface.co/moka-ai/m3e-base seq_len: 512 size: 102 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true m3e-large: link: https://huggingface.co/moka-ai/m3e-large seq_len: 512 size: 102 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true mistral-7b-instruct-v0.2: link: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 seq_len: 4096 size: 7240 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false mistral-embed: link: https://docs.mistral.ai/guides/embeddings seq_len: null size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false monobert-large-msmarco: link: https://huggingface.co/castorini/monobert-large-msmarco seq_len: 512 size: 770 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false monot5-3b-msmarco-10k: link: https://huggingface.co/castorini/monot5-3b-msmarco-10k seq_len: 512 size: 2480 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false monot5-base-msmarco-10k: link: https://huggingface.co/castorini/monot5-base-msmarco-10k seq_len: 512 size: 220 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false msmarco-bert-co-condensor: link: https://huggingface.co/sentence-transformers/msmarco-bert-co-condensor seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true multi-qa-MiniLM-L6-cos-v1: link: https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1 seq_len: 512 size: 23 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true multilingual-e5-base: link: https://huggingface.co/intfloat/multilingual-e5-base seq_len: 514 size: 278 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true multilingual-e5-large: link: https://huggingface.co/intfloat/multilingual-e5-large seq_len: 514 size: 560 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true multilingual-e5-small: link: https://huggingface.co/intfloat/multilingual-e5-small seq_len: 512 size: 118 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nb-bert-base: link: https://huggingface.co/NbAiLab/nb-bert-base seq_len: 512 size: 179 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nb-bert-large: link: https://huggingface.co/NbAiLab/nb-bert-large seq_len: 512 size: 355 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nomic-embed-text-v1.5-128: link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5 seq_len: 8192 size: 138 dim: 128 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nomic-embed-text-v1.5-256: link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5 seq_len: 8192 size: 138 dim: 256 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nomic-embed-text-v1.5-512: link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5 seq_len: 8192 size: 138 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true nomic-embed-text-v1.5-64: link: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5 seq_len: 8192 size: 138 dim: 64 is_external: true is_proprietary: false is_sentence_transformers_compatible: true norbert3-base: link: https://huggingface.co/ltg/norbert3-base seq_len: 512 size: 131 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true norbert3-large: link: https://huggingface.co/ltg/norbert3-large seq_len: 512 size: 368 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true paraphrase-multilingual-MiniLM-L12-v2: link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 seq_len: 512 size: 118 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: true paraphrase-multilingual-mpnet-base-v2: link: https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2 seq_len: 514 size: 278 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-bert-swedish-cased: link: https://huggingface.co/KBLab/sentence-bert-swedish-cased seq_len: 512 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-camembert-base: link: https://huggingface.co/dangvantuan/sentence-camembert-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-camembert-large: link: https://huggingface.co/dangvantuan/sentence-camembert-large seq_len: 512 size: 337 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-croissant-llm-base: link: https://huggingface.co/Wissam42/sentence-croissant-llm-base seq_len: 2048 size: 1280 dim: 2048 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-t5-base: link: https://huggingface.co/sentence-transformers/sentence-t5-base seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-t5-large: link: https://huggingface.co/sentence-transformers/sentence-t5-large seq_len: 512 size: 168 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-t5-xl: link: https://huggingface.co/sentence-transformers/sentence-t5-xl seq_len: 512 size: 1240 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sentence-t5-xxl: link: https://huggingface.co/sentence-transformers/sentence-t5-xxl seq_len: 512 size: 4865 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true silver-retriever-base-v1: link: https://huggingface.co/ipipan/silver-retriever-base-v1 seq_len: 514 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true st-polish-paraphrase-from-distilroberta: link: https://huggingface.co/sdadas/st-polish-paraphrase-from-distilroberta seq_len: 514 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true st-polish-paraphrase-from-mpnet: link: https://huggingface.co/sdadas/st-polish-paraphrase-from-mpnet seq_len: 514 size: 125 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true sup-simcse-bert-base-uncased: link: https://huggingface.co/princeton-nlp/sup-simcse-bert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true text-embedding-3-large: link: https://openai.com/blog/new-embedding-models-and-api-updates seq_len: 8191 size: null dim: 3072 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-embedding-3-large-256: link: https://openai.com/blog/new-embedding-models-and-api-updates seq_len: 8191 size: null dim: 256 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-embedding-3-small: link: https://openai.com/blog/new-embedding-models-and-api-updates seq_len: 8191 size: null dim: 1536 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-embedding-ada-002: link: https://openai.com/blog/new-and-improved-embedding-model seq_len: 8191 size: null dim: 1536 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-search-ada-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-search-ada-doc-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-search-ada-query-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 1024 is_external: false is_proprietary: true is_sentence_transformers_compatible: false text-search-babbage-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 2048 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-search-curie-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 4096 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-search-davinci-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 12288 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-similarity-ada-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-similarity-babbage-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 2048 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-similarity-curie-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 4096 is_external: true is_proprietary: true is_sentence_transformers_compatible: false text-similarity-davinci-001: link: https://openai.com/blog/introducing-text-and-code-embeddings seq_len: 2046 size: null dim: 12288 is_external: true is_proprietary: true is_sentence_transformers_compatible: false tart-dual-contriever-msmarco: link: https://huggingface.co/orionweller/tart-dual-contriever-msmarco seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false tart-full-flan-t5-xl: link: https://huggingface.co/facebook/tart-full-flan-t5-xl seq_len: 512 size: 2480 dim: -1 is_external: true is_proprietary: false is_sentence_transformers_compatible: false text2vec-base-chinese: link: https://huggingface.co/shibing624/text2vec-base-chinese seq_len: 512 size: 102 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true text2vec-base-multilingual: link: null seq_len: null size: null dim: null is_external: true is_proprietary: false is_sentence_transformers_compatible: false text2vec-large-chinese: link: https://huggingface.co/GanymedeNil/text2vec-large-chinese seq_len: 512 size: 326 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true titan-embed-text-v1: link: https://docs.aws.amazon.com/bedrock/latest/userguide/embeddings.html seq_len: 8000 size: null dim: 1536 is_external: true is_proprietary: true is_sentence_transformers_compatible: false udever-bloom-1b1: link: https://huggingface.co/izhx/udever-bloom-1b1 seq_len: 2048 size: null dim: 1536 is_external: true is_proprietary: false is_sentence_transformers_compatible: true udever-bloom-560m: link: https://huggingface.co/izhx/udever-bloom-560m seq_len: 2048 size: null dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true universal-sentence-encoder-multilingual-3: link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-3 seq_len: 512 size: null dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true universal-sentence-encoder-multilingual-large-3: link: https://huggingface.co/vprelovac/universal-sentence-encoder-multilingual-large-3 seq_len: 512 size: null dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true unsup-simcse-bert-base-uncased: link: https://huggingface.co/princeton-nlp/unsup-simcse-bert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true use-cmlm-multilingual: link: https://huggingface.co/sentence-transformers/use-cmlm-multilingual seq_len: 512 size: 472 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true voyage-2: link: https://docs.voyageai.com/embeddings/ seq_len: 1024 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false voyage-code-2: link: https://docs.voyageai.com/embeddings/ seq_len: 16000 size: null dim: 1536 is_external: true is_proprietary: true is_sentence_transformers_compatible: false voyage-large-2-instruct: link: https://docs.voyageai.com/embeddings/ seq_len: 16000 size: null dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false voyage-law-2: link: https://docs.voyageai.com/embeddings/ seq_len: 4000 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false voyage-lite-01-instruct: link: https://docs.voyageai.com/embeddings/ seq_len: 4000 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false voyage-lite-02-instruct: link: https://docs.voyageai.com/embeddings/ seq_len: 4000 size: 1220 dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false xlm-roberta-base: link: https://huggingface.co/xlm-roberta-base seq_len: 514 size: 279 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true xlm-roberta-large: link: https://huggingface.co/xlm-roberta-large seq_len: 514 size: 560 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true models_to_skip: - michaelfeil/ct2fast-e5-large-v2 - McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse - newsrx/instructor-xl - sionic-ai/sionic-ai-v1 - lsf1000/bge-evaluation - Intel/bge-small-en-v1.5-sst2 - newsrx/instructor-xl-newsrx - McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse - McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse - davidpeer/gte-small - goldenrooster/multilingual-e5-large - kozistr/fused-large-en - mixamrepijey/instructor-small - McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised - DecisionOptimizationSystem/DeepFeatEmbeddingLargeContext - Intel/bge-base-en-v1.5-sst2-int8-dynamic - morgendigital/multilingual-e5-large-quantized - BAAI/bge-small-en - ggrn/e5-small-v2 - vectoriseai/gte-small - giulio98/placeholder - odunola/UAE-Large-VI - vectoriseai/e5-large-v2 - gruber/e5-small-v2-ggml - Severian/nomic - arcdev/e5-mistral-7b-instruct - mlx-community/multilingual-e5-base-mlx - michaelfeil/ct2fast-bge-base-en-v1.5 - Intel/bge-small-en-v1.5-sst2-int8-static - jncraton/stella-base-en-v2-ct2-int8 - vectoriseai/multilingual-e5-large - rlsChapters/Chapters-SFR-Embedding-Mistral - arcdev/SFR-Embedding-Mistral - McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised - McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised - vectoriseai/gte-base - mixamrepijey/instructor-models - GovCompete/e5-large-v2 - ef-zulla/e5-multi-sml-torch - khoa-klaytn/bge-small-en-v1.5-angle - krilecy/e5-mistral-7b-instruct - vectoriseai/bge-base-en-v1.5 - vectoriseai/instructor-base - jingyeom/korean_embedding_model - rizki/bgr-tf - barisaydin/bge-base-en - jamesgpt1/zzz - Malmuk1/e5-large-v2_Sharded - vectoriseai/ember-v1 - Consensus/instructor-base - barisaydin/bge-small-en - barisaydin/gte-base - woody72/multilingual-e5-base - Einas/einas_ashkar - michaelfeil/ct2fast-bge-large-en-v1.5 - vectoriseai/bge-small-en-v1.5 - iampanda/Test - cherubhao/yogamodel - ieasybooks/multilingual-e5-large-onnx - jncraton/e5-small-v2-ct2-int8 - radames/e5-large - khoa-klaytn/bge-base-en-v1.5-angle - Intel/bge-base-en-v1.5-sst2-int8-static - vectoriseai/e5-large - TitanML/jina-v2-base-en-embed - Koat/gte-tiny - binqiangliu/EmbeddingModlebgelargeENv1.5 - beademiguelperez/sentence-transformers-multilingual-e5-small - sionic-ai/sionic-ai-v2 - jamesdborin/jina-v2-base-en-embed - maiyad/multilingual-e5-small - dmlls/all-mpnet-base-v2 - odunola/e5-base-v2 - vectoriseai/bge-large-en-v1.5 - vectoriseai/bge-small-en - karrar-alwaili/UAE-Large-V1 - t12e/instructor-base - Frazic/udever-bloom-3b-sentence - Geolumina/instructor-xl - hsikchi/dump - recipe/embeddings - michaelfeil/ct2fast-bge-small-en-v1.5 - ildodeltaRule/multilingual-e5-large - shubham-bgi/UAE-Large - BAAI/bge-large-en - michaelfeil/ct2fast-e5-small-v2 - cgldo/semanticClone - barisaydin/gte-small - aident-ai/bge-base-en-onnx - jamesgpt1/english-large-v1 - michaelfeil/ct2fast-e5-small - baseplate/instructor-large-1 - newsrx/instructor-large - Narsil/bge-base-en - michaelfeil/ct2fast-e5-large - mlx-community/multilingual-e5-small-mlx - lightbird-ai/nomic - MaziyarPanahi/GritLM-8x7B-GGUF - newsrx/instructor-large-newsrx - dhairya0907/thenlper-get-large - barisaydin/bge-large-en - jncraton/bge-small-en-ct2-int8 - retrainai/instructor-xl - BAAI/bge-base-en - gentlebowl/instructor-large-safetensors - d0rj/e5-large-en-ru - atian-chapters/Chapters-SFR-Embedding-Mistral - Intel/bge-base-en-v1.5-sts-int8-static - Intel/bge-base-en-v1.5-sts-int8-dynamic - jncraton/GIST-small-Embedding-v0-ct2-int8 - jncraton/gte-tiny-ct2-int8 - d0rj/e5-small-en-ru - vectoriseai/e5-small-v2 - SmartComponents/bge-micro-v2 - michaelfeil/ct2fast-gte-base - vectoriseai/e5-base-v2 - Intel/bge-base-en-v1.5-sst2 - McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised - Research2NLP/electrical_stella - weakit-v/bge-base-en-v1.5-onnx - GovCompete/instructor-xl - barisaydin/text2vec-base-multilingual - Intel/bge-small-en-v1.5-sst2-int8-dynamic - jncraton/gte-small-ct2-int8 - d0rj/e5-base-en-ru - barisaydin/gte-large - fresha/e5-large-v2-endpoint - vectoriseai/instructor-large - Severian/embed - vectoriseai/e5-base - mlx-community/multilingual-e5-large-mlx - vectoriseai/gte-large - anttip/ct2fast-e5-small-v2-hfie - michaelfeil/ct2fast-gte-large - gizmo-ai/Cohere-embed-multilingual-v3.0 - McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse - Kenknight1999/tungdd7_ft_e5 - joteqwork/new_gsev0 - vantagediscovery/jina-embeddings-v2-base-en - vantagediscovery/nomic-embed-text-v1 - vantagediscovery/nomic-embed-text-v1.5 - srikanthmalla/hkunlp-instructor-xl - afrideva/GIST-all-MiniLM-L6-v2-GGUF - nadeem1362/mxbai-embed-large-v1-Q4_K_M-GGUF - agier9/gte-Qwen1.5-7B-instruct-Q5_K_M-GGUF cross_encoders: - FollowIR-7B - flan-t5-base - flan-t5-large - monobert-large-msmarco - monot5-3b-msmarco-10k - monot5-base-msmarco-10k - llama-2-7b-chat - mistral-7b-instruct-v0.2 - tart-full-flan-t5-xl