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import json |
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from pathlib import Path |
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import pytest |
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from tests.test_correct_folder_structure import folders_without_meta, results_folder |
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model_rev_pairs = [ |
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(model_folder, rev_folder) |
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for model_folder in results_folder.glob("*") |
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for rev_folder in model_folder.glob("*") |
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if model_folder.name not in [".DS_Store"] |
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and rev_folder.name not in [".DS_Store"] |
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and ((model_folder.name, rev_folder.name) not in folders_without_meta) |
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] |
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model_folders = [ |
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folder |
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for folder in results_folder.glob("*") |
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if folder.is_dir() and folder.name not in [".DS_Store"] |
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] |
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@pytest.mark.parametrize("model_rev_pair", model_rev_pairs) |
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def test_model_meta_in_folders(model_rev_pair): |
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""" |
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Models added after the 26th of November should contain a model_meta.json file |
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""" |
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model_folder, rev_folder = model_rev_pair |
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meta_file = rev_folder / "model_meta.json" |
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assert meta_file.exists() |
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assert meta_file.is_file() |
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assert meta_file.parent == rev_folder |
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assert meta_file.suffix == ".json" |
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assert meta_file.stem == "model_meta" |
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revision_exceptions = [ |
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("castorini__mdpr-tied-pft-msmarco", "no_revision_available"), |
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("voyageai__voyage-3", "no_revision_available"), |
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("sentence-transformers__all-mpnet-base-v2", "no_revision_available"), |
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("Snowflake__snowflake-arctic-embed-m-v1.5", "no_revision_available"), |
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("sentence-transformers__all-MiniLM-L12-v2", "no_revision_available"), |
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("nthakur__mcontriever-base-msmarco", "no_revision_available"), |
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("voyageai__voyage-3-lite", "no_revision_available"), |
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("google-bert__bert-base-uncased", "no_revision_available"), |
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("google-bert__bert-large-uncased", "no_revision_available"), |
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("google-gecko__text-embedding-004", "no_revision_available"), |
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("hkunlp__instructor-large", "no_revision_available"), |
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("hkunlp__instructor-base", "no_revision_available"), |
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("flaubert__flaubert_base_cased", "no_revision_available"), |
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("google-bert__bert-base-multilingual-cased", "no_revision_available"), |
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("google-bert__bert-base-multilingual-uncased", "no_revision_available"), |
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("hkunlp__instructor-xl", "no_revision_available"), |
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("google-gecko__text-embedding-004-256", "no_revision_available"), |
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("google__flan-t5-large", "no_revision_available"), |
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("flaubert__flaubert_large_cased", "no_revision_available"), |
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("flaubert__flaubert_base_uncased", "no_revision_available"), |
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("google__flan-t5-base", "no_revision_available"), |
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("Haon-Chen__speed-embedding-7b-instruct", "external"), |
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("sdadas__mmlw-e5-large", "external"), |
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("twadada__mpn", "external"), |
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("starsy__gte-Qwen2-7B-instruct", "external"), |
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("lightonai__modernbert-embed-large-unsupervised", "external"), |
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("barisaydin__gte-base", "external"), |
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("llmrails__ember-v1", "external"), |
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("barisaydin__bge-large-en", "external"), |
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("mixedbread-ai__mxbai-embed-large-v1", "external"), |
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("arkohut__jina-embeddings-v2-base-zh", "external"), |
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("zhou-xl__bi-cse", "external"), |
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("Shimin__LLaMA-embeeding", "external"), |
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("McGill-NLP__LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse", "external"), |
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("michaelfeil__ct2fast-bge-small-en-v1.5", "external"), |
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("Mihaiii__Venusaur", "external"), |
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("McGill-NLP__LLM2Vec-Sheared-LLaMA-mntp-supervised", "external"), |
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("ilhamdprastyo__jina-embeddings-v3-tei", "external"), |
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("jingyeom__korean_embedding_model", "external"), |
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("HIT-TMG__KaLM-embedding-multilingual-max-instruct-v1", "external"), |
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("Snowflake__snowflake-arctic-embed-s", "external"), |
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("Omartificial-Intelligence-Space__GATE-AraBert-v1", "external"), |
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("BillSYZhang__gte-Qwen2-7B-instruct-Q4-mlx", "external"), |
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("chuxin-llm__Chuxin-Embedding", "external"), |
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("jinaai__jina-embedding-l-en-v1", "external"), |
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("ibm-granite__granite-embedding-125m-english", "external"), |
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("izhx__udever-bloom-1b1", "external"), |
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("neofung__LdIR-Qwen2-reranker-1.5B", "external"), |
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("deepfile__multilingual-e5-small-openvino", "external"), |
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("barisaydin__gte-large", "external"), |
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("consciousAI__cai-stellaris-text-embeddings", "external"), |
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("nvidia__NV-Embed-v2", "external"), |
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("Marqo__marqo-chimera-arctic-bge-m", "external"), |
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("katanemo__bge-large-en-v1.5", "external"), |
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("joteqwork__new_gsev0", "external"), |
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("DecisionOptimizationSystemProduction__DeepFeatTextEmbeddingLarge", "external"), |
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("Narsil__bge-base-en", "external"), |
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("liujiarik__lim_base_zh", "external"), |
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("PotatoOff__mxbai-embed-large-safetensors", "external"), |
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("ekorman-strive__bge-large-en-v1.5", "external"), |
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("barisaydin__bge-small-en", "external"), |
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("Omartificial-Intelligence-Space__Arabic-labse-Matryoshka", "external"), |
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("vprelovac__universal-sentence-encoder-large-5", "external"), |
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("Geolumina__instructor-xl", "external"), |
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("DivineNnamdi__jina-embeddings-v3", "external"), |
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("twadada__s2v-gcp-pca", "external"), |
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("neuralmagic__bge-small-en-v1.5-quant", "external"), |
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("delwinn__stella_en_1.5B_v5", "external"), |
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("OrlikB__st-polish-kartonberta-base-alpha-v1", "external"), |
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("yessilver__new_model", "external"), |
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("woody72__multilingual-e5-base", "external"), |
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("twadada__wl_sw_256", "external"), |
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("liddlefish__privacy_embedding_rag_10k_tmp", "external"), |
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("michaelfeil__ct2fast-e5-large", "external"), |
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("shubham-bgi__UAE-Large", "external"), |
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("jspringer__echo-mistral-7b-instruct-lasttoken", "external"), |
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("Jaume__gemma-2b-embeddings", "external"), |
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("intfloat__multilingual-e5-small", "external"), |
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("Lajavaness__bilingual-embedding-base", "external"), |
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("BASF-AI__nomic-embed-text-v1.5", "external"), |
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("twadada__nmc-cls-50_correct", "external"), |
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("lier007__xiaobu-embedding-v2", "external"), |
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("sensenova__piccolo-base-zh", "external"), |
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("malenia1__ternary-weight-embedding", "external"), |
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("openbmb__MiniCPM-Embedding", "external"), |
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("vectoriseai__bge-large-en-v1.5", "external"), |
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("twadada__nmc-cls-200_correct", "external"), |
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("barisaydin__bge-base-en", "external"), |
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("Alibaba-NLP__gte-large-en-v1.5", "external"), |
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("jinaai__jina-embeddings-v3", "external"), |
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("michaelfeil__ct2fast-bge-base-en-v1.5", "external"), |
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("bigscience__sgpt-bloom-7b1-msmarco", "external"), |
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("silverjam__jina-embeddings-v2-base-zh", "external"), |
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("gall88__gte-Qwen2-7B-instruct-fp16", "external"), |
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("tomaarsen__mxbai-embed-large-v1-exported", "external"), |
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("thenlper__gte-base-zh", "external"), |
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("neofung__LdIR-reranker-large", "external"), |
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("mixedbread-ai__mxbai-embed-2d-large-v1", "external"), |
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("mixedbread-ai__mxbai-embed-xsmall-v1", "external"), |
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("Aleph-Alpha__Pharia-1-Embedding-4608-control", "external"), |
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("twadada__sup-cse", "external"), |
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("liddlefish__privacy_embedding_bge_small_synthetic", "external"), |
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("ai-sage__Giga-Embeddings-instruct", "external"), |
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("qinxianliu__FAE-v1", "external"), |
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("LuminaInc__jina-embeddings-v3", "external"), |
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("intfloat__e5-large", "external"), |
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("twadada__mpn-wordpca", "external"), |
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("cgldo__semanticClone", "external"), |
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("weakit-v__bge-base-en-v1.5-onnx", "external"), |
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("fangxq__XYZ-embedding-zh-v2", "external"), |
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("TaylorAI__bge-micro-v2", "external"), |
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("alexlimh__jasper_en_vision_language_v1", "external"), |
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("biswa921__bge-m3", "external"), |
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("Muennighoff__SGPT-5.8B-weightedmean-msmarco-specb-bitfit", "external"), |
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("silma-ai__silma-embeddding-sts-v0.1", "external"), |
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("BAAI__bge-large-en", "external"), |
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("twadada__st-mpnet_original", "external"), |
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("huizhang0110__hui-embedding", "external"), |
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("google__Gemma-Embeddings-v0.8", "external"), |
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("jncraton__gte-tiny-ct2-int8", "external"), |
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("twadada__nmc-300-w50k-b10k", "external"), |
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("ildodeltaRule__multilingual-e5-large", "external"), |
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("twadada__GTE256_sw", "external"), |
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("twadada__mpn-nobivec", "external"), |
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("sdadas__mmlw-roberta-large", "external"), |
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("Lenovo-Zhihui__Zhihui_LLM_Embedding", "external"), |
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("twadada__kom2", "external"), |
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("avsolatorio__GIST-Embedding-v0", "external"), |
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("omarelshehy__Arabic-STS-Matryoshka", "external"), |
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("lgbird__stella_1.5B_custom", "external"), |
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("avsolatorio__GIST-small-Embedding-v0", "external"), |
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("Omartificial-Intelligence-Space__Arabic-mpnet-base-all-nli-triplet", "external"), |
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("thenlper__gte-large", "external"), |
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("Amu__tao-8k", "external"), |
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("jinaai__jina-embedding-s-en-v1", "external"), |
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("minishlab__potion-base-8M", "external"), |
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("HIT-TMG__KaLM-embedding-multilingual-mini-v1", "external"), |
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("baseplate__instructor-large-1", "external"), |
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("CAiRE__UniVaR-lambda-1", "external"), |
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("vectoriseai__gte-large", "external"), |
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("twadada__ft-gcp-pca", "external"), |
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("Forbu14__openai_clip_embeddings", "external"), |
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("sentosa__ZNV-Embedding", "external"), |
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("qinxianliu__FUE-v1", "external"), |
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("hkunlp__instructor-xl", "external"), |
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("BAAI__bge-small-en", "external"), |
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("vectoriseai__instructor-large", "external"), |
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("twadada__tst2", "external"), |
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("neofung__bge-reranker-large-1k", "external"), |
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("infgrad__stella-base-zh-v3-1792d", "external"), |
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("sam-babayev__zzz", "external"), |
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("bennegeek__stella_en_1.5B_v5", "external"), |
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("minishlab__potion-base-2M", "external"), |
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("aari1995__German_Semantic_STS_V2", "external"), |
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("jinaai__jina-embeddings-v2-small-en", "external"), |
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("NLPArtisan__qwen-1.8b-retrieval-test", "external"), |
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("twadada__GTE_wl_mv", "external"), |
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("AdrienB134__llm2vec-occiglot-mntp", "external"), |
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("manu__sentence_croissant_alpha_v0.1", "external"), |
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("sionic-ai__sionic-ai-v1", "external"), |
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("IEITYuan__Yuan-embedding-1.0", "external"), |
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("sdadas__mmlw-e5-base", "external"), |
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("izhx__udever-bloom-3b", "external"), |
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("parasail-ai__GritLM-7B-vllm", "external"), |
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("Alibaba-NLP__gte-base-en-v1.5", "external"), |
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("fdehlinger__english-4U-bge-small", "external"), |
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("newsrx__instructor-xl-newsrx", "external"), |
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("neofung__m3e-ernie-xbase-zh", "external"), |
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("WhereIsAI__UAE-Large-V1", "external"), |
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("McGill-NLP__LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse", "external"), |
|
("intfloat__multilingual-e5-large", "external"), |
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("ibm-granite__granite-embedding-107m-multilingual", "external"), |
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("abhinand__MedEmbed-small-v0.1", "external"), |
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("michaelfeil__ct2fast-e5-small", "external"), |
|
("Pristinenlp__alime-reranker-large-zh", "external"), |
|
("intfloat__e5-large-v2", "external"), |
|
("SmartComponents__bge-micro-v2", "external"), |
|
("arkohut__jina-embeddings-v3", "external"), |
|
("twadada__lma-nobivec", "external"), |
|
("arkohut__jina-embeddings-v2-base-en", "external"), |
|
("qinxianliu__FAB-Ramy-v1", "external"), |
|
("binqiangliu__EmbeddingModlebgelargeENv1.5", "external"), |
|
("shanghung__stella-base-zh-v3-1792d", "external"), |
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("twadada__kom", "external"), |
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("nomic-ai__nomic-embed-text-v1-ablated", "external"), |
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("ISOISS__jina-embeddings-v3-tei", "external"), |
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("OrcaDB__cde-small-v1", "external"), |
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("vectoriseai__bge-small-en", "external"), |
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("BAAI__bge-large-en-v1.5", "external"), |
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("gentlebowl__instructor-large-safetensors", "external"), |
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("twadada__lma_noabtt", "external"), |
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("Nextcloud-AI__multilingual-e5-large-instruct", "external"), |
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("Snowflake__snowflake-arctic-embed-l-v2.0", "external"), |
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("jamesdborin__jina-v2-base-en-embed", "external"), |
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("benayad7__concat-e5-small-bge-small-01", "external"), |
|
("twadada__nmc-cls-500_correct", "external"), |
|
("nomic-ai__modernbert-embed-base-unsupervised", "external"), |
|
("twadada__ft-lower", "external"), |
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("qihoo360__360Zhinao-search", "external"), |
|
("barisaydin__gte-small", "external"), |
|
("yibinlei__LENS-d8000", "external"), |
|
("tomaarsen__mxbai-embed-large-v1-test", "external"), |
|
("Mihaiii__Squirtle", "external"), |
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("radames__e5-large", "external"), |
|
("twadada__nmc-cls-nobiv", "external"), |
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("intfloat__e5-small-v2", "external"), |
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("willalexm__potion-base-8M-stf", "external"), |
|
("sensenova__piccolo-large-zh", "external"), |
|
("avsolatorio__GIST-large-Embedding-v0", "external"), |
|
("voyageai__voyage-code-3", "external"), |
|
("twadada__nmc-nignore50", "external"), |
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("Omartificial-Intelligence-Space__Arabic-Triplet-Matryoshka-V2", "external"), |
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("akarum__cloudy-large-zh", "external"), |
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("vectoriseai__e5-large", "external"), |
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("Salesforce__SFR-Embedding-Mistral", "external"), |
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("liddlefish__privacy_embedding_rag", "external"), |
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("brahmairesearch__slx-v0.1", "external"), |
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("davidpeer__gte-small", "external"), |
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("jncraton__gte-small-ct2-int8", "external"), |
|
("Lajavaness__bilingual-embedding-large-8k", "external"), |
|
("twadada__lma-wordpca", "external"), |
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("minishlab__M2V_base_glove", "external"), |
|
("w601sxs__b1ade-embed-kd_3", "external"), |
|
("newsrx__instructor-large", "external"), |
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("Frazic__udever-bloom-3b-sentence", "external"), |
|
("intfloat__e5-base", "external"), |
|
("McGill-NLP__LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse", "external"), |
|
("sdadas__mmlw-e5-small", "external"), |
|
("Labib11__MUG-B-1.6", "external"), |
|
("mukaj__fin-mpnet-base", "external"), |
|
("Muennighoff__SGPT-125M-weightedmean-msmarco-specb-bitfit", "external"), |
|
("izhx__udever-bloom-560m", "external"), |
|
("VectorStackAI__vstackai-law-1", "external"), |
|
("DMetaSoul__sbert-chinese-general-v1", "external"), |
|
("goldenrooster__multilingual-e5-large", "external"), |
|
("anttip__ct2fast-e5-small-v2-hfie", "external"), |
|
("vectoriseai__e5-base", "external"), |
|
("ibm-granite__granite-embedding-278m-multilingual", "external"), |
|
("jxm__cde-small-v2", "external"), |
|
("twadada__nmc-cls-300_correct", "external"), |
|
("CAiRE__UniVaR-lambda-20", "external"), |
|
("iamgroot42__rover_nexus", "external"), |
|
("twadada__lma", "external"), |
|
("Alibaba-NLP__gte-Qwen2-1.5B-instruct", "external"), |
|
("vprelovac__universal-sentence-encoder-4", "external"), |
|
("twadada__nmc-prmt-and-emb", "external"), |
|
("twadada__nmc-prmpt", "external"), |
|
("Mihaiii__Ivysaur", "external"), |
|
("qihoo360__360Zhinao-1.8B-Reranking", "external"), |
|
("neuralmagic__bge-small-en-v1.5-sparse", "external"), |
|
("GameScribes__stella_en_400M_v5", "external"), |
|
("CAiRE__UniVaR-lambda-80", "external"), |
|
("OysterHR__gte-base-en-v1.5", "external"), |
|
("lier007__xiaobu-embedding", "external"), |
|
("pingkeest__learning2_model", "external"), |
|
("twadada__nmc-300-w30k-b10k", "external"), |
|
("twadada__nmc-300-w75k-b10k", "external"), |
|
("bijaygurung__stella_en_400M_v5", "external"), |
|
("vectoriseai__gte-small", "external"), |
|
("OrdalieTech__Solon-embeddings-large-0.1", "external"), |
|
("dumyy__sft-bge-small", "external"), |
|
("thenlper__gte-small", "external"), |
|
("sam-babayev__sf_model_e5", "external"), |
|
("Classical__Yinka", "external"), |
|
("Koat__gte-tiny", "external"), |
|
("GritLM__GritLM-8x7B", "external"), |
|
("ClayAtlas__winberta-large", "external"), |
|
("Snowflake__snowflake-arctic-embed-m-v2.0", "external"), |
|
("ai-forever__FRIDA", "external"), |
|
("retrainai__instructor-xl", "external"), |
|
("Alibaba-NLP__gte-Qwen1.5-7B-instruct", "external"), |
|
("Amu__tao", "external"), |
|
("aws-neuron__bge-base-en-v1-5-seqlen-384-bs-1", "external"), |
|
("twadada__GTE512_sw", "external"), |
|
("Research2NLP__electrical_stella", "external"), |
|
("compressa-ai__Compressa-Embeddings", "external"), |
|
("giulio98__placeholder", "external"), |
|
("Alignment-Lab-AI__e5-mistral-7b-instruct", "external"), |
|
("twadada__mxb", "external"), |
|
("BAAI__bge-en-icl", "external"), |
|
("intfloat__e5-small", "external"), |
|
("twadada__mpn-noabtt", "external"), |
|
("Shimin__yiyouliao", "external"), |
|
("omarelshehy__Arabic-Retrieval-v1.0", "external"), |
|
("Cohere__Cohere-embed-english-v3.0", "external"), |
|
("twadada__nmc-cls-noabtt", "external"), |
|
("amazon__Titan-text-embeddings-v2", "external"), |
|
("twadada__lma3-correct", "external"), |
|
("consciousAI__cai-lunaris-text-embeddings", "external"), |
|
("Muennighoff__SGPT-5.8B-weightedmean-nli-bitfit", "external"), |
|
("zhilinw6__gmodel", "external"), |
|
("Lajavaness__bilingual-document-embedding", "external"), |
|
("zeroshot__gte-large-quant", "external"), |
|
("d0rj__e5-large-en-ru", "external"), |
|
("andersonbcdefg__bge-small-4096", "external"), |
|
("facebook__SONAR", "external"), |
|
("avsolatorio__NoInstruct-small-Embedding-v0", "external"), |
|
("twadada__s2v-gcp", "external"), |
|
("Omartificial-Intelligence-Space__Arabert-all-nli-triplet-Matryoshka", "external"), |
|
("lixsh6__XLM-0B6-embedding", "external"), |
|
("Alibaba-NLP__gme-Qwen2-VL-7B-Instruct", "external"), |
|
("HIT-TMG__KaLM-embedding-multilingual-mini-instruct-v1", "external"), |
|
("shhy1995__AGE_Hybrid", "external"), |
|
("hkunlp__instructor-base", "external"), |
|
("BAAI__bge-reranker-large", "external"), |
|
("hsikchi__dump", "external"), |
|
("silma-ai__silma-embeddding-matryoshka-v0.1", "external"), |
|
("nvidia__NV-Embed-v1", "external"), |
|
("twadada__l3_wl", "external"), |
|
("Alibaba-NLP__gte-Qwen2-7B-instruct", "external"), |
|
("Consensus__instructor-base", "external"), |
|
("zeroshot__gte-small-quant", "external"), |
|
("DMetaSoul__Dmeta-embedding-zh", "external"), |
|
("vectoriseai__e5-large-v2", "external"), |
|
("ClayAtlas__winberta-base", "external"), |
|
("jinaai__jina-embeddings-v2-base-de", "external"), |
|
("vectoriseai__e5-base-v2", "external"), |
|
("zeroshot__gte-large-sparse", "external"), |
|
("Snowflake__snowflake-arctic-embed-l", "external"), |
|
("DMetaSoul__Dmeta-embedding-zh-small", "external"), |
|
("karsar__paraphrase-multilingual-MiniLM-L12-hu_v1", "external"), |
|
("minishlab__M2V_base_output", "external"), |
|
("OrcaDB__gte-base-en-v1.5", "external"), |
|
("recipe__embeddings", "external"), |
|
("twadada__fasttext", "external"), |
|
("AbderrahmanSkiredj1__Arabic_text_embedding_for_sts", "external"), |
|
("shibing624__text2vec-base-multilingual", "external"), |
|
("PaDaS-Lab__arctic-s-bge-small", "external"), |
|
("Quark-LLM__quark-llm-embedding-8B", "external"), |
|
("sthuck__gte-Qwen2-7B-instruct-bfloat16", "external"), |
|
("tomaarsen__bge-small-en-v1.5-copy", "external"), |
|
("zhonghhh__text_emb_V1", "external"), |
|
("infgrad__stella-base-zh-v2", "external"), |
|
("Cohere__Cohere-embed-multilingual-light-v3.0", "external"), |
|
("neuralmagic__bge-large-en-v1.5-sparse", "external"), |
|
("intfloat__multilingual-e5-large-instruct", "external"), |
|
("jamesgpt1__sf_model_e5", "external"), |
|
("Erin__IYun-large-zh", "external"), |
|
("Muennighoff__SGPT-2.7B-weightedmean-msmarco-specb-bitfit", "external"), |
|
("Alibaba-NLP__gme-Qwen2-VL-2B-Instruct", "external"), |
|
("Lajavaness__bilingual-embedding-small", "external"), |
|
("nickprock__stsbm-sentence-flare-it", "external"), |
|
("infgrad__stella-base-en-v2", "external"), |
|
("neuralmagic__bge-large-en-v1.5-quant", "external"), |
|
("Alibaba-NLP__gte-multilingual-base", "external"), |
|
("TaylorAI__gte-tiny", "external"), |
|
("t12e__instructor-base", "external"), |
|
("lixsh6__MegatronBert-1B3-embedding", "external"), |
|
("srikanthmalla__BAAI-bge-reranker-large", "external"), |
|
("OrlikB__KartonBERT-USE-base-v1", "external"), |
|
("Hiveurban__multilingual-e5-large-pooled", "external"), |
|
("BeastyZ__e5-R-mistral-7b", "external"), |
|
("billatsectorflow__stella_en_400M_v5", "external"), |
|
("ByteDance__ListConRanker", "external"), |
|
("nomic-ai__nomic-embed-text-v1-unsupervised", "external"), |
|
("Snowflake__snowflake-arctic-embed-m", "external"), |
|
("michaelfeil__ct2fast-bge-large-en-v1.5", "external"), |
|
("towing__gte-small-zh", "external"), |
|
("vectoriseai__e5-small-v2", "external"), |
|
("omarelshehy__arabic-english-sts-matryoshka", "external"), |
|
("izhx__udever-bloom-7b1", "external"), |
|
("liddlefish__privacy_embedding_rag_10k_base_checkpoint_2", "external"), |
|
("vectoriseai__bge-base-en-v1.5", "external"), |
|
("manu__sentence_croissant_alpha_v0.4", "external"), |
|
("liddlefish__privacy_embedding_rag_10k_base_final", "external"), |
|
("beademiguelperez__sentence-transformers-multilingual-e5-small", "external"), |
|
("Mihaiii__gte-micro-v3", "external"), |
|
("pengql__checkpoint-9000", "external"), |
|
("BAAI__bge-base-en-v1.5", "external"), |
|
("liddlefish__privacy_embedding_rag_10k_base_15_final", "external"), |
|
("HIT-TMG__KaLM-embedding-multilingual-mini-instruct-v1.5", "external"), |
|
("Maxthemacaque__onnx-gte-multilingual-base", "external"), |
|
("manu__sentence_croissant_alpha_v0.3", "external"), |
|
("PaDaS-Lab__arctic-m-bge-small", "external"), |
|
("blevlabs__stella_en_v5", "external"), |
|
("Mihaiii__gte-micro-v4", "external"), |
|
("nvidia__NV-Retriever-v1", "external"), |
|
("manu__bge-m3-custom-fr", "external"), |
|
("EdwardBurgin__paraphrase-multilingual-mpnet-base-v2", "external"), |
|
("TencentBAC__Conan-embedding-v1", "external"), |
|
("jinaai__jina-embeddings-v2-base-zh", "external"), |
|
("Snowflake__snowflake-arctic-embed-m-v1.5", "external"), |
|
("RookieHX__bge_m3e_stella", "external"), |
|
("BASF-AI__nomic-embed-text-v1", "external"), |
|
("Gameselo__STS-multilingual-mpnet-base-v2", "external"), |
|
("thtang__ALL_862873", "external"), |
|
("sdadas__mmlw-roberta-base", "external"), |
|
("omarelshehy__Arabic-STS-Matryoshka-V2", "external"), |
|
("Hum-Works__lodestone-base-4096-v1", "external"), |
|
("Linq-AI-Research__Linq-Embed-Mistral", "external"), |
|
("McGill-NLP__LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised", "external"), |
|
("sergeyzh__rubert-tiny-turbo", "external"), |
|
("jncraton__e5-small-v2-ct2-int8", "external"), |
|
("minishlab__potion-base-4M", "external"), |
|
("jburmeister__stella_en_400M_v5", "external"), |
|
("mixamrepijey__instructor-small", "external"), |
|
("srikanthmalla__hkunlp-instructor-xl", "external"), |
|
("twadada__mpn-nopca", "external"), |
|
("Mihaiii__Wartortle", "external"), |
|
("tomaarsen__bge-base-en-v1.5", "external"), |
|
("dunzhang__stella_en_1.5B_v5", "external"), |
|
("infgrad__stella-large-zh-v2", "external"), |
|
("fangxq__XYZ-embedding-zh", "external"), |
|
("dunzhang__stella-large-zh-v3-1792d", "external"), |
|
("nickprock__mmarco-sentence-flare-it", "external"), |
|
("manu__sentence_croissant_alpha_v0.2", "external"), |
|
("maiyad__multilingual-e5-small", "external"), |
|
("sionic-ai__sionic-ai-v2", "external"), |
|
("BookingCare__multilingual-e5-base-similarity-v1-onnx-quantized", "external"), |
|
("yco__bilingual-embedding-base", "external"), |
|
("twadada__mv_sw", "external"), |
|
("twadada__nmc-wordpca", "external"), |
|
("jncraton__multilingual-e5-small-ct2-int8", "external"), |
|
("Mihaiii__gte-micro-v2", "external"), |
|
("BAAI__bge-base-en", "external"), |
|
("michaelfeil__ct2fast-gte-base", "external"), |
|
("aliakseilabanau__bge-small-en", "external"), |
|
("nomic-ai__modernbert-embed-base", "external"), |
|
("vectoriseai__bge-small-en-v1.5", "external"), |
|
("w601sxs__b1ade-embed-kd", "external"), |
|
("Omartificial-Intelligence-Space__Marbert-all-nli-triplet-Matryoshka", "external"), |
|
("intfloat__multilingual-e5-base", "external"), |
|
("odunola__e5-base-v2", "external"), |
|
("intfloat__e5-base-v2", "external"), |
|
( |
|
"Omartificial-Intelligence-Space__Arabic-MiniLM-L12-v2-all-nli-triplet", |
|
"external", |
|
), |
|
("Muennighoff__SGPT-125M-weightedmean-nli-bitfit", "external"), |
|
("voyageai__voyage-3-m-exp", "external"), |
|
("ai-forever__ru-en-RoSBERTa", "external"), |
|
("CAiRE__UniVaR-lambda-5", "external"), |
|
("twadada__nmc-pmpt_correct", "external"), |
|
("twadada__nmc-nignore15", "external"), |
|
("ahmet1338__finetuned_embedder", "external"), |
|
("Intel__neural-embedding-v1", "external"), |
|
("twadada__nmc-300-w50k-b30k", "external"), |
|
("barisaydin__text2vec-base-multilingual", "external"), |
|
("liddlefish__privacyembeddingv2_bge_small", "external"), |
|
("twadada__ft-lower-pca", "external"), |
|
("starsy__bge-en-icl", "external"), |
|
("twadada__nmc-nignore30", "external"), |
|
("biggunnyso4__stella_en_400M_v5_cpu", "external"), |
|
("Snowflake__snowflake-arctic-embed-xs", "external"), |
|
("zeta-alpha-ai__Zeta-Alpha-E5-Mistral", "external"), |
|
("Mihaiii__gte-micro", "external"), |
|
("ibm-granite__granite-embedding-30m-english", "external"), |
|
("arcdev__SFR-Embedding-Mistral", "external"), |
|
("twadada__lma3", "external"), |
|
("sigridjineth__stella_en_1.5B_v5_sigrid", "external"), |
|
("McGill-NLP__LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse", "external"), |
|
("tanmaylaud__ret-phi2-v0", "external"), |
|
("lightbird-ai__nomic", "external"), |
|
("technicolor__Angle_BERT", "external"), |
|
("jhu-clsp__FollowIR-7B", "external"), |
|
("dwzhu__e5-base-4k", "external"), |
|
("Mihaiii__test25", "external"), |
|
("infgrad__stella-large-zh", "external"), |
|
("Lajavaness__bilingual-embedding-large", "external"), |
|
("twadada__nmc-cls", "external"), |
|
("arcdev__e5-mistral-7b-instruct", "external"), |
|
("odunola__UAE-Large-VI", "external"), |
|
("minishlab__M2V_base_glove_subword", "external"), |
|
("wongctroman__hktv-fine-tuned-cloudy-large-zh-metaphor14", "external"), |
|
("Severian__nomic", "external"), |
|
("infly__inf-retriever-v1", "external"), |
|
("Snowflake__snowflake-arctic-embed-m-long", "external"), |
|
("tsirif__BinGSE-Sheared-LLaMA", "external"), |
|
("vectoriseai__multilingual-e5-large", "external"), |
|
("Erin__mist-zh", "external"), |
|
("w601sxs__b1ade-embed", "external"), |
|
("michaelfeil__ct2fast-gte-large", "external"), |
|
("twadada__lma-nopca", "external"), |
|
("lixsh6__XLM-3B5-embedding", "external"), |
|
("Marqo__dunzhang-stella_en_400M_v5", "external"), |
|
("jncraton__bge-small-en-ct2-int8", "external"), |
|
("TownsWu__PEG", "external"), |
|
("corto-ai__bge-reranker-large-onnx", "external"), |
|
("bigscience-data__sgpt-bloom-1b7-nli", "external"), |
|
("Mihaiii__test24", "external"), |
|
("sensenova__piccolo-large-zh-v2", "external"), |
|
("newsrx__instructor-large-newsrx", "external"), |
|
("gizmo-ai__Cohere-embed-multilingual-v3.0", "external"), |
|
("koble-ai__jina-embeddings-v3", "external"), |
|
("liddlefish__privacy_embedding_rag_10k_base_12_final", "external"), |
|
("billatsectorflow__stella_en_1.5B_v5", "external"), |
|
("markaw__NV-Embed-v2", "external"), |
|
("BAAI__bge-small-en-v1.5", "external"), |
|
("openbmb__MiniCPM-Embedding-Light", "external"), |
|
("twadada__lma2", "external"), |
|
("SkyeTeam__stella_en_400m", "external"), |
|
("atian-chapters__Chapters-SFR-Embedding-Mistral", "external"), |
|
("yibinlei__LENS-d4000", "external"), |
|
("ieasybooks__multilingual-e5-large-onnx", "external"), |
|
("vprelovac__universal-sentence-encoder-multilingual-large-3", "external"), |
|
("Mihaiii__Bulbasaur", "external"), |
|
("corto-ai__nomic-embed-text-v1", "external"), |
|
("BAAI__bge-reranker-base", "external"), |
|
("khoa-klaytn__bge-small-en-v1.5-angle", "external"), |
|
("aspire__acge_text_embedding", "external"), |
|
("AdrienB134__llm2vec-croissant-mntp", "external"), |
|
("google__text-embedding-005", "external"), |
|
("Cohere__Cohere-embed-english-light-v3.0", "external"), |
|
("twadada__s2v", "external"), |
|
("jncraton__GIST-small-Embedding-v0-ct2-int8", "external"), |
|
("T3LS__stella-mrl-large-zh-v3.5-1792d-1024", "external"), |
|
("fresha__e5-large-v2-endpoint", "external"), |
|
("thenlper__gte-base", "external"), |
|
("twadada__llm_mse", "external"), |
|
("dunzhang__stella-mrl-large-zh-v3.5-1792d", "external"), |
|
("deepfile__multilingual-e5-small-onnx-qint8", "external"), |
|
("michaelfeil__ct2fast-e5-small-v2", "external"), |
|
("Muennighoff__SGPT-1.3B-weightedmean-msmarco-specb-bitfit", "external"), |
|
("iampanda__zpoint_large_embedding_zh", "external"), |
|
("twadada__ft-gcp", "external"), |
|
("Einas__einas_ashkar", "external"), |
|
("raghavlight__TDTE", "external"), |
|
("ManiShankar-AlpesAi__paraphrase-multilingual-mpnet-base-v2-KE_Sieve", "external"), |
|
("neuralmagic__bge-base-en-v1.5-sparse", "external"), |
|
("ggrn__e5-small-v2", "external"), |
|
("twadada__nmc-prmt-and-emb-150k", "external"), |
|
("jinaai__jina-embeddings-v2-base-en", "external"), |
|
("ClayAtlas__windberta-large", "external"), |
|
("vectoriseai__ember-v1", "external"), |
|
("twadada__nmc-cls-nopca", "external"), |
|
("google__Gemma-Embeddings-v1.0", "external"), |
|
("linhphanff__stella_en_1.5B_v5_clone", "external"), |
|
("deepfile__embedder-100p", "external"), |
|
("Omartificial-Intelligence-Space__Arabic-all-nli-triplet-Matryoshka", "external"), |
|
("PaDaS-Lab__arctic-l-bge-small", "external"), |
|
("omarelshehy__arabic-english-sts-matryoshka-v2.0", "external"), |
|
("BAAI__bge-multilingual-gemma2", "external"), |
|
("raghavlight__SE_v1", "external"), |
|
("twadada__tst", "external"), |
|
("khoa-klaytn__bge-base-en-v1.5-angle", "external"), |
|
("thenlper__gte-small-zh", "external"), |
|
("nickprock__mmarco-bert-base-italian-uncased", "external"), |
|
("jncraton__stella-base-en-v2-ct2-int8", "external"), |
|
("McGill-NLP__LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised", "external"), |
|
("twadada__un-sim", "external"), |
|
("twadada__komni", "external"), |
|
("DecisionOptimizationSystem__DeepFeatEmbeddingLargeContext", "external"), |
|
("Quark-LLM__quark-llm-embedding-1.5B", "external"), |
|
("Salesforce__SFR-Embedding-2_R", "external"), |
|
("twadada__nmc-cls-100_correct", "external"), |
|
("infgrad__stella-base-zh", "external"), |
|
("TitanML__jina-v2-base-en-embed", "external"), |
|
("Pristinenlp__alime-embedding-large-zh", "external"), |
|
("jinaai__jina-embedding-b-en-v1", "external"), |
|
("rlsChapters__Chapters-SFR-Embedding-Mistral", "external"), |
|
("tsirif__BinGSE-Meta-Llama-3-8B-Instruct", "external"), |
|
("jxm__cde-small-v1", "external"), |
|
("twadada__gte_wl", "external"), |
|
("vprelovac__universal-sentence-encoder-multilingual-3", "external"), |
|
("ef-zulla__e5-multi-sml-torch", "external"), |
|
("lsf1000__bge-evaluation", "external"), |
|
("karsar__gte-multilingual-base-hu", "external"), |
|
("krilecy__e5-mistral-7b-instruct", "external"), |
|
("mixamrepijey__instructor-models", "external"), |
|
("vectoriseai__gte-base", "external"), |
|
("Cohere__Cohere-embed-multilingual-v3.0", "external"), |
|
("aiacademyvn__multilingual-e5-large-instruct", "external"), |
|
( |
|
"AbderrahmanSkiredj1__arabic_text_embedding_sts_arabertv02_arabicnlitriplet", |
|
"external", |
|
), |
|
("michaelfeil__ct2fast-e5-large-v2", "external"), |
|
("mgoin__all-MiniLM-L6-v2-ds", "external"), |
|
("infgrad__jasper_en_vision_language_v1", "external"), |
|
("Marqo__multilingual-e5-small", "external"), |
|
("Jechto__e5-dansk-test-0.1", "external"), |
|
("neuralmagic__bge-base-en-v1.5-quant", "external"), |
|
("TaylorAI__bge-micro", "external"), |
|
("intfloat__e5-mistral-7b-instruct", "external"), |
|
("McGill-NLP__LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised", "external"), |
|
("karsar__paraphrase-multilingual-MiniLM-L12-hu-v2", "external"), |
|
("dhairya0907__thenlper-get-large", "external"), |
|
("dunzhang__stella_en_400M_v5", "external"), |
|
("avsolatorio__GIST-all-MiniLM-L6-v2", "external"), |
|
("djovak__multi-qa-MiniLM-L6-cos-v1", "external"), |
|
("dangvantuan__french-document-embedding", "external"), |
|
("morgendigital__multilingual-e5-large-quantized", "external"), |
|
("lightonai__modernbert-embed-large", "external"), |
|
("leeloolee__intention", "external"), |
|
("hkunlp__instructor-large", "external"), |
|
("nomic-ai__nomic-embed-text-v1.5", "external"), |
|
("thenlper__gte-large-zh", "external"), |
|
("jinaai__jina-embeddings-v2-base-es", "external"), |
|
("nomic-ai__nomic-embed-text-v1", "external"), |
|
] |
|
|
|
|
|
def is_sha1(value): |
|
return len(value) == 40 and all(c in "0123456789abcdef" for c in value) |
|
|
|
|
|
@pytest.mark.parametrize("model_rev_pair", model_rev_pairs) |
|
def test_revision_is_specified_for_new_additions(model_rev_pair): |
|
""" |
|
Models added after 26th of November should include a revision ID and can not use the "no_revision_available" fallback. |
|
""" |
|
model_folder, rev_folder = model_rev_pair |
|
if (model_folder.name, rev_folder.name) in revision_exceptions: |
|
return |
|
meta_file = rev_folder / "model_meta.json" |
|
with meta_file.open("r") as f: |
|
meta = json.load(f) |
|
rev = meta["revision"] |
|
assert rev.lower() not in [ |
|
"no_revision_available", |
|
"external", |
|
] |
|
assert ( |
|
is_sha1(rev) or len(rev) == 1 |
|
) |
|
|
|
|
|
@pytest.mark.parametrize("model_rev_pair", model_rev_pairs) |
|
def test_organization_is_specified_for_new_additions(model_rev_pair): |
|
""" |
|
Models added after 26th of November should include a organization ID within their name, e.g. "myorg/my_embedding_model". |
|
|
|
This is to avoid mispecified names such as "myorg__my_embedding_model" and similar. |
|
""" |
|
model_folder, rev_folder = model_rev_pair |
|
meta_file = rev_folder / "model_meta.json" |
|
with meta_file.open("r") as f: |
|
meta = json.load(f) |
|
assert "/" in meta["name"] |
|
|
|
|
|
@pytest.mark.parametrize("model_rev_pair", model_rev_pairs) |
|
def test_that_revision_match(model_rev_pair): |
|
""" |
|
Ensure that the revision in the path matches the one in the model_meta.json file. |
|
""" |
|
model_folder, rev_folder = model_rev_pair |
|
meta_file = rev_folder / "model_meta.json" |
|
|
|
model_folder, rev_folder = model_rev_pair |
|
if (model_folder.name, rev_folder.name) in revision_exceptions: |
|
return |
|
|
|
with meta_file.open("r") as f: |
|
meta = json.load(f) |
|
|
|
assert meta["revision"] == rev_folder.name |
|
|
|
|
|
@pytest.mark.parametrize("model_folder", model_folders) |
|
def test_no_duplicate_revisions(model_folder: Path): |
|
""" |
|
Ensure that no folder have a duplicate revision. |
|
""" |
|
|
|
revisions = set() |
|
for rev_folder in model_folder.iterdir(): |
|
meta_path = rev_folder / "model_meta.json" |
|
if not meta_path.exists(): |
|
revision = rev_folder.name |
|
else: |
|
with meta_path.open("r") as f: |
|
meta = json.load(f) |
|
revision = meta["revision"] |
|
|
|
assert ( |
|
revision not in revisions |
|
), f"Duplicate revision {revision} found in {rev_folder}. See model meta file {meta_path}" |
|
revisions.add(revision) |
|
|
