| 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 |
| 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 |
| - nvidia/NV-Embed-v1 |
| 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 |
