| model_meta: |
| 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 |
| uses_instruct: 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 |
| uses_instruct: false |
| 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-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-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 |
| 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 |
| 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-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-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 |
| 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 |
| 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 |
| uses_instruct: true |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| uses_instruct: false |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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-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 |
| uses_instruct: false |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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_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_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_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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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-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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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-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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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-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-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-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-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-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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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-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-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-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-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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| text2vec-base-multilingual: |
| link: null |
| seq_len: null |
| size: null |
| dim: null |
| is_external: true |
| is_proprietary: false |
| is_sentence_transformers_compatible: false |
| uses_instruct: 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 |
| uses_instruct: false |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| uses_instruct: false |
| 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 |
| uses_instruct: false |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
|
|
