import json from pathlib import Path import pytest from tests.test_correct_folder_structure import folders_without_meta, results_folder model_rev_pairs = [ (model_folder, rev_folder) for model_folder in results_folder.glob("*") for rev_folder in model_folder.glob("*") if model_folder.name not in [".DS_Store"] and rev_folder.name not in [".DS_Store"] and ((model_folder.name, rev_folder.name) not in folders_without_meta) ] model_folders = [ folder for folder in results_folder.glob("*") if folder.is_dir() and folder.name not in [".DS_Store"] ] @pytest.mark.parametrize("model_rev_pair", model_rev_pairs) def test_model_meta_in_folders(model_rev_pair): """ Models added after the 26th of November should contain a model_meta.json file """ model_folder, rev_folder = model_rev_pair meta_file = rev_folder / "model_meta.json" assert meta_file.exists() assert meta_file.is_file() assert meta_file.parent == rev_folder assert meta_file.suffix == ".json" assert meta_file.stem == "model_meta" # please do not add to this list, this is only for historic results, all new results should include a revision ID revision_exceptions = [ ("castorini__mdpr-tied-pft-msmarco", "no_revision_available"), ("voyageai__voyage-3", "no_revision_available"), ("sentence-transformers__all-mpnet-base-v2", "no_revision_available"), ("Snowflake__snowflake-arctic-embed-m-v1.5", "no_revision_available"), ("sentence-transformers__all-MiniLM-L12-v2", "no_revision_available"), ("nthakur__mcontriever-base-msmarco", "no_revision_available"), ("voyageai__voyage-3-lite", "no_revision_available"), ("google-bert__bert-base-uncased", "no_revision_available"), ("google-bert__bert-large-uncased", "no_revision_available"), ("google-gecko__text-embedding-004", "no_revision_available"), ("hkunlp__instructor-large", "no_revision_available"), ("hkunlp__instructor-base", "no_revision_available"), ("flaubert__flaubert_base_cased", "no_revision_available"), ("google-bert__bert-base-multilingual-cased", "no_revision_available"), ("google-bert__bert-base-multilingual-uncased", "no_revision_available"), ("hkunlp__instructor-xl", "no_revision_available"), ("google-gecko__text-embedding-004-256", "no_revision_available"), ("google__flan-t5-large", "no_revision_available"), ("flaubert__flaubert_large_cased", "no_revision_available"), ("flaubert__flaubert_base_uncased", "no_revision_available"), ("google__flan-t5-base", "no_revision_available"), ("Haon-Chen__speed-embedding-7b-instruct", "external"), ("sdadas__mmlw-e5-large", "external"), ("twadada__mpn", "external"), ("starsy__gte-Qwen2-7B-instruct", "external"), ("lightonai__modernbert-embed-large-unsupervised", "external"), ("barisaydin__gte-base", "external"), ("llmrails__ember-v1", "external"), ("barisaydin__bge-large-en", "external"), ("mixedbread-ai__mxbai-embed-large-v1", "external"), ("arkohut__jina-embeddings-v2-base-zh", "external"), ("zhou-xl__bi-cse", "external"), ("Shimin__LLaMA-embeeding", "external"), 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("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 # ignore legacy results 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 # e.g. "1", "2", "3" etc. used for API versions ) @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 # ignore legacy results 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)