model_meta: baichuan-ai__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 uses_instruct: false Cohere__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 uses_instruct: false Cohere__Cohere-embed-english-v3.0-instruct: 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 uses_instruct: true Cohere__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 uses_instruct: false Cohere__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 uses_instruct: false vesteinn__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 uses_instruct: false jhu-clsp__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 uses_instruct: true GritLM__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 uses_instruct: true GritLM__GritLM-7B-noinstruct: link: https://huggingface.co/GritLM/GritLM-7B seq_len: 4096 size: 7240 is_external: true is_propietary: false is_sentence_transformer_compatible: false uses_instruct: false facebookresearch__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 uses_instruct: false McGill-NLP__LLM2Vec-Llama-2-7b-chat-hf-mntp-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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true McGill-NLP__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 uses_instruct: true sentence-transformers__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 uses_instruct: false Linq-Embed-Mistral: link: https://huggingface.co/Linq-AI-Research/Linq-Embed-Mistral seq_len: 32768 size: 7111 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true NV-Embed-v1: link: https://huggingface.co/nvidia/NV-Embed-v1 seq_len: 32768 size: 7851 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true NV-Embed-v2: link: https://huggingface.co/nvidia/NV-Embed-v2 seq_len: 32768 size: 7851 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true NV-Retriever-v1: link: https://huggingface.co/nvidia/NV-Retriever-v1 seq_len: 512 size: 7111 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true aliyun__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 uses_instruct: false Salesforce__SFR-Embedding-Mistral: link: https://huggingface.co/Salesforce/SFR-Embedding-Mistral seq_len: 32768 size: 7111 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true SFR-Embedding-2_R: link: https://huggingface.co/Salesforce/SFR-Embedding-2_R seq_len: 32768 size: 7111 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__all-MiniLM-L6-v2-instruct: 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 uses_instruct: true sentence-transformers__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 uses_instruct: false sentence-transformers__all-mpnet-base-v2-instruct: 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 uses_instruct: true sentence-transformers__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 uses_instruct: false Geotrend__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 uses_instruct: false Geotrend__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 uses_instruct: false Geotrend__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 uses_instruct: false google-bert__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 uses_instruct: false google-bert__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 uses_instruct: false KB__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 uses_instruct: false google-bert__bert-base-uncased: link: https://huggingface.co/google-bert/bert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false BAAI__bge-base-en-v1.5: link: https://huggingface.co/BAAI/bge-base-en-v1.5 seq_len: 512 size: 109 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false BAAI__bge-base-en-v1.5-instruct: link: https://huggingface.co/BAAI/bge-base-en-v1.5 seq_len: 512 size: 109 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true BAAI__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 uses_instruct: false bge-en-icl: link: https://huggingface.co/BAAI/bge-en-icl seq_len: 32768 size: 7110 dim: 4096 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true bge-multilingual-gemma2: link: https://huggingface.co/BAAI/bge-multilingual-gemma2 seq_len: 8192 size: 9240 dim: 3584 is_external: false is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true BAAI__bge-large-en-v1.5: link: https://huggingface.co/BAAI/bge-large-en-v1.5 seq_len: 512 size: 1340 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false BAAI__bge-large-en-v1.5-instruct: link: https://huggingface.co/BAAI/bge-large-en-v1.5 seq_len: 512 size: 1340 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true BAAI__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 uses_instruct: false BAAI__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 uses_instruct: false BAAI__bge-m3: link: https://huggingface.co/BAAI/bge-m3 seq_len: 8192 size: 567 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false BAAI__bge-m3-instruct: link: https://huggingface.co/BAAI/bge-m3 seq_len: 8192 size: 567 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true BAAI__bge-small-en-v1.5: link: https://huggingface.co/BAAI/bge-small-en-v1.5 seq_len: 512 size: 24 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false BAAI__bge-small-en-v1.5-instruct: link: https://huggingface.co/BAAI/bge-small-en-v1.5 seq_len: 512 size: 24 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true BAAI__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 uses_instruct: false bm25: link: https://en.wikipedia.org/wiki/Okapi_BM25 size: 0 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false bm25s: link: https://github.com/xhluca/bm25s size: 0 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false almanach__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 uses_instruct: false almanach__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 uses_instruct: false nthakur__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 uses_instruct: false facebook__contriever: link: https://huggingface.co/facebook/contriever seq_len: 512 size: 438 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false facebook__contriever-instruct: link: https://huggingface.co/facebook/contriever seq_len: 512 size: 438 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true T-Systems-onsite__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 uses_instruct: false chcaa__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 uses_instruct: false Geotrend__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 uses_instruct: false Geotrend__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 uses_instruct: false Geotrend__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 uses_instruct: false Geotrend__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 uses_instruct: false distilbert__distilbert-base-uncased: link: https://huggingface.co/distilbert/distilbert-base-uncased seq_len: 512 size: 110 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false sentence-transformers__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 uses_instruct: false facebookresearch__dragon-plus: link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon seq_len: 512 size: 438 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false facebookresearch__dragon-plus-instruct: link: https://github.com/facebookresearch/dpr-scale/tree/main/dragon seq_len: 512 size: 438 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: true dwzhu__e5-base-4k: link: https://huggingface.co/dwzhu/e5-base-4k seq_len: 512 size: 110 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false intfloat__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 uses_instruct: false intfloat__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 uses_instruct: false intfloat__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 uses_instruct: false intfloat__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 uses_instruct: false intfloat__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 uses_instruct: true intfloat__e5-mistral-7b-instruct-noinstruct: link: https://huggingface.co/intfloat/e5-mistral-7b-instruct-noinstruct seq_len: 32768 size: 7111 dim: 4096 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false intfloat__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 uses_instruct: false jonfd__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 uses_instruct: false KBLab__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 uses_instruct: false elastic__elser-v2: link: https://www.elastic.co/guide/en/machine-learning/current/ml-nlp-elser.html seq_len: 512 size: 110 dim: 30522 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false google__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 uses_instruct: true google__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 uses_instruct: true flaubert__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 uses_instruct: false flaubert__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 uses_instruct: false flaubert__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 uses_instruct: false deepset__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 uses_instruct: false deepset__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 uses_instruct: false deepset__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 uses_instruct: false deepset__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 uses_instruct: false sentence-transformers__average_word_embeddings_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 uses_instruct: false google-gecko__text-embedding-preview-0409-256: 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 uses_instruct: 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 uses_instruct: false uklfr__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 uses_instruct: false Alibaba-NLP__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 uses_instruct: true Alibaba-NLP__gte-Qwen2-1.5B-instruct: link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-1.5B-instruct seq_len: 32768 size: 1780 dim: 1536 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true Alibaba-NLP__gte-Qwen2-7B-instruct: link: https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct seq_len: 32768 size: 7613 dim: 3584 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false ipipan__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 uses_instruct: false hkunlp__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 uses_instruct: true hkunlp__instructor-large: link: https://huggingface.co/hkunlp/instructor-large seq_len: 512 size: 335 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true hkunlp__instructor-xl: link: https://huggingface.co/hkunlp/instructor-xl seq_len: 512 size: 1241 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true jinaai__jina-embeddings-v2-base-en: link: https://huggingface.co/jinaai/jina-embeddings-v2-base-en seq_len: 8192 size: 275 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false sentence-transformers__average_word_embeddings_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 uses_instruct: false meta-llama__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 uses_instruct: true silk-road__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 uses_instruct: false moka-ai__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 uses_instruct: false moka-ai__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 uses_instruct: false mistralai__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 uses_instruct: true mistral__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 uses_instruct: false castorini__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 uses_instruct: false castorini__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 uses_instruct: true castorini__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 uses_instruct: true sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false intfloat__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 uses_instruct: false intfloat__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 uses_instruct: false intfloat__multilingual-e5-large-instruct: link: https://huggingface.co/intfloat/multilingual-e5-large-instruct seq_len: 514 size: 560 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true intfloat__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 uses_instruct: false NbAiLab__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 uses_instruct: false NbAiLab__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 uses_instruct: false nomic-ai__nomic-embed-text-v1: link: https://huggingface.co/nomic-ai/nomic-embed-text-v1 seq_len: 8192 size: 547 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false nomic-ai__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 uses_instruct: false nomic-ai__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 uses_instruct: false nomic-ai__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 uses_instruct: false nomic-ai__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 uses_instruct: false ltg__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 uses_instruct: false ltg__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false KBLab__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 uses_instruct: false dangvantuan__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 uses_instruct: false dangvantuan__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 uses_instruct: false Wissam42__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false sentence-transformers__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 uses_instruct: false ipipan__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 uses_instruct: false sdadas__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 uses_instruct: false sdadas__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 uses_instruct: false stella_en_1.5B_v5: link: https://huggingface.co/dunzhang/stella_en_1.5B_v5 seq_len: 512 size: 1500 dim: 8192 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true stella_en_400M_v5: link: https://huggingface.co/dunzhang/stella_en_400M_v5 seq_len: 512 size: 400 dim: 8192 is_external: false is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: true princeton-nlp__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 uses_instruct: false openai__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 uses_instruct: false openai__text-embedding-3-large-instruct: 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 uses_instruct: true openai__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 uses_instruct: false openai__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 uses_instruct: false openai__text-embedding-3-small-instruct: 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 uses_instruct: true openai__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 uses_instruct: false openai__text-embedding-ada-002-instruct: 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 uses_instruct: true openai__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 uses_instruct: false openai__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 uses_instruct: 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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false openai__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 uses_instruct: false orionweller__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 uses_instruct: true facebook__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 uses_instruct: true shibing624__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 uses_instruct: false shibing624__text2vec-base-multilingual: link: https://huggingface.co/shibing624/text2vec-base-multilingual seq_len: 256 size: 118 dim: 384 is_external: true is_proprietary: false is_sentence_transformers_compatible: false uses_instruct: false shibing624__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 uses_instruct: false amazon__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 uses_instruct: false izhx__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 uses_instruct: false izhx__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 uses_instruct: false vprelovac__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 uses_instruct: false vprelovac__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 uses_instruct: false princeton-nlp__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 uses_instruct: false sentence-transformers__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 uses_instruct: false voyageai__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 uses_instruct: false voyageai__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 uses_instruct: false voyageai__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 uses_instruct: true voyageai__voyage-law-2: link: https://docs.voyageai.com/embeddings/ seq_len: 16000 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false uses_instruct: false voyageai__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 uses_instruct: true voyageai__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 uses_instruct: true voyageai__voyage-multilingual-2: link: https://docs.voyageai.com/embeddings/ seq_len: 32000 size: null dim: 1024 is_external: true is_proprietary: true is_sentence_transformers_compatible: false uses_instruct: false FacebookAI__xlm-roberta-base: link: https://huggingface.co/FacebookAI/xlm-roberta-base seq_len: 514 size: 279 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false FacebookAI__xlm-roberta-large: link: https://huggingface.co/FacebookAI/xlm-roberta-large seq_len: 514 size: 560 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false cointegrated__rubert-tiny: link: https://huggingface.co/cointegrated/rubert-tiny seq_len: 514 size: 12 dim: 512 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false cointegrated__rubert-tiny2: link: https://huggingface.co/cointegrated/rubert-tiny2 seq_len: 514 size: 29 dim: 2048 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false ai-forever__sbert_large_mt_nlu_ru: link: https://huggingface.co/ai-forever/sbert_large_mt_nlu_ru seq_len: 514 size: 427 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false ai-forever__sbert_large_nlu_ru: link: https://huggingface.co/ai-forever/sbert_large_nlu_ru seq_len: 512 size: 427 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false deepvk__USER-base: link: https://huggingface.co/deepvk/USER-base seq_len: 512 size: 124 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false deepvk__USER-bge-m3: link: https://huggingface.co/deepvk/USER-bge-m3 seq_len: 8192 size: 359 dim: 1024 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false deepvk__deberta-v1-base: link: https://huggingface.co/deepvk/deberta-v1-base seq_len: 512 size: 124 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false sergeyzh__rubert-tiny-turbo: link: https://huggingface.co/sergeyzh/rubert-tiny-turbo seq_len: 2048 size: 29 dim: 312 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false sergeyzh__LaBSE-ru-turbo: link: https://huggingface.co/sergeyzh/LaBSE-ru-turbo seq_len: 512 size: 128 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false DeepPavlov__distilrubert-small-cased-conversational: link: https://huggingface.co/DeepPavlov/distilrubert-small-cased-conversational seq_len: 512 size: 106 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false DeepPavlov__rubert-base-cased: link: https://huggingface.co/DeepPavlov/rubert-base-cased seq_len: 512 size: 180 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false DeepPavlov__rubert-base-cased-sentence: link: https://huggingface.co/DeepPavlov/rubert-base-cased-sentence seq_len: 512 size: 180 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false cointegrated__LaBSE-en-ru: link: https://huggingface.co/cointegrated/LaBSE-en-ru seq_len: 512 size: 129 dim: 768 is_external: true is_proprietary: false is_sentence_transformers_compatible: true uses_instruct: false cde-small-v1: link: https://huggingface.co/jxm/cde-small-v1 seq_len: 512 size: 143 dim: 768 is_external: false is_proprietary: false is_sentence_transformers_compatible: false 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 - ekorman-strive/bge-large-en-v1.5 - raghavlight/SE_v1 - liddlefish/privacyembeddingv2_bge_small - ahmet1338/finetuned_embedder - radia/snowflake-arctic-embed-l-Q4_K_M-GGUF - GregorBiswanger/GritLM-7B-Q4_K_M-GGUF - powermove72/GritLM-7B-Q4_K_M-GGUF - sunzx0810/gte-Qwen2-7B-instruct-Q5_K_M-GGUF - nazimali/gte-Qwen2-7B-instruct-Q6_K-GGUF - nazimali/gte-Qwen2-7B-instruct-Q6_K-GGUF - fishbone64/gte-Qwen2-7B-instruct-Q8_0-GGUF - tobchef/gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF - liddlefish/privacy_embedding_rag - liddlefish/privacy_embedding_rag_10k_tmp - liddlefish/privacy_embedding_bge_small_synthetic - mxs980/gte-Qwen2-1.5B-instruct-Q8_0-GGUF - leonn71/gte-Qwen2-1.5B-instruct-Q6_K-GGUF - niancheng/gte-Qwen2-7B-instruct-Q4_K_M-GGUF - niancheng/gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF - cleatherbury/gte-Qwen2-7B-instruct-Q5_K_M-GGUF - T3LS/stella-mrl-large-zh-v3.5-1792d-1024 - mxs980/b1ade-embed-Q8_0-GGUF - chihlunLee/NoInstruct-small-Embedding-v0-Q4_0-GGUF - bcastle/snowflake-arctic-embed-l-Q8_0-GGUF - niancheng/gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF - brtaydin/gte-Qwen2-7B-instruct-Q5_K_M-GGUF - yishan-wang/snowflake-arctic-embed-s-Q8_0-GGUF - Pekarnick/e5-large-v2-Q4_K_M-GGUF - agier9/UAE-Large-V1-Q5_K_S-GGUF - archit28/bge-large-en-v1.5-Q4_K_S-GGUF - dimcha/mxbai-embed-large-v1-Q4_K_M-GGUF - djuna/jina-embeddings-v2-base-en-Q5_K_M-GGUF - djuna/jina-embeddings-v2-small-en-Q5_K_M-GGUF - djuna/stella-base-en-v2-Q5_K_M-GGUF - huoxu/bge-large-en-v1.5-Q8_0-GGUF - itod/UAE-Large-V1-Q8_0-GGUF - corto-ai/nomic-embed-text-v1 - Intel/neural-embedding-v1 - VenkatNDivi77/gte-Qwen2-7B-instruct-Q4_K_M-GGUF - barnowak/gte-Qwen2-7B-instruct-Q4_K_M-GGUF - arisylafeta/gte-Qwen2-1.5B-instruct-Q4_0-GGUF - KeyurRamoliya/gte-Qwen2-7B-instruct-Q4_K_M-GGUF - cedarwud/gte-Qwen2-7B-instruct-Q4_K_M-GGUF - KeyurRamoliya/gte-Qwen2-7B-instruct-GGUF - agier9/gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF - dopeba/gte-Qwen2-1.5B-instruct-Q8_0-GGUF - Yingda/gte-Qwen2-7B-instruct-Q5_K_M-GGUF - soichisumi/gte-Qwen2-7B-instruct-Q8_0-GGUF - Bearsaerker/gte-Qwen2-7B-instruct-Q5_K_M-GGUF - redshiva/gte-Qwen2-7B-instruct-Q8_0-GGUF - qaz-t/gte-Qwen2-7B-instruct-Q8_0-GGUF - biggunnyso4/stella_en_400M_v5_cpu - PotatoOff/mxbai-embed-large-safetensors - KeyurRamoliya/multilingual-e5-large-instruct-GGUF - liddlefish/privacy_embedding_rag_10k_base_12_final - liddlefish/privacy_embedding_rag_10k_base_15_final - liddlefish/privacy_embedding_rag_10k_base_checkpoint_2 - liddlefish/privacy_embedding_rag_10k_base_final - tomaarsen/bge-base-en-v1.5 - CAiRE/UniVaR-lambda-80 - CAiRE/UniVaR-lambda-1 - CAiRE/UniVaR-lambda-5 - CAiRE/UniVaR-lambda-20 - leeloolee/intention - yixuan-chia/snowflake-arctic-embed-m-v1.5-Q8_0-GGUF - yixuan-chia/snowflake-arctic-embed-m-v1.5-Q4_K_M-GGUF - yishan-wang/snowflake-arctic-embed-m-v1.5-Q8_0-GGUF - yixuan-chia/snowflake-arctic-embed-s-Q8_0-GGUF - VenkatNDivi77/e5-R-mistral-7b-Q4_K_M-GGUF - chris-code/multilingual-e5-large-Q8_0-GGUF - soichisumi/multilingual-e5-large-Q8_0-GGUF - pruizpar/multilingual-e5-large-Q4_K_M-GGUF - yixuan-chia/snowflake-arctic-embed-l-Q8_0-GGUF - twadada/nmc-300-w30k-b10k - twadada/nmc-300-w50k-b30k - twadada/nmc-cls-200_correct - twadada/st-mpnet_original - twadada/nmc-cls-500_correct - twadada/nmc-cls-50_correct - twadada/nmc-cls-100_correct - twadada/nmc-wordpca - twadada/mpn-wordpca - twadada/lma-wordpca - twadada/lma-nobivec - twadada/lma-nopca - twadada/lma_noabtt - twadada/ft-lower-pca - twadada/ft-lower - twadada/nmc-prmt-and-emb-150k - twadada/s2v-gcp-pca - twadada/s2v-gcp - twadada/ft-gcp-pca - twadada/ft-gcp - twadada/lma3-correct - twadada/mpn-nopca - twadada/nmc-pmpt_correct - twadada/lma3-2 - twadada/lma3 - twadada/lma2 - twadada/lma - twadada/mpn-noabtt - twadada/mpn-nobivec - twadada/nmc-prmt-and-emb - twadada/nmc-cls-300_correct - twadada/nmc-prmpt - twadada/kom2 - twadada/nmc-cls-noabtt - twadada/nmc-cls-nobiv - twadada/nmc-cls-nopca - twadada/mpn - twadada/sup-cse - twadada/mxb - twadada/kom - twadada/un-sim - twadada/nmc-cls - twadada/komni - twadada/fasttext - twadada/s2v - twadada/tst2 - twadada/tst 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