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a/results/DeepPavlov__distilrubert-small-cased-conversational/e348066b4a7279b97138038299bddc6580a9169a/model_meta.json b/results/DeepPavlov__distilrubert-small-cased-conversational/e348066b4a7279b97138038299bddc6580a9169a/model_meta.json index ee3a7273f88b4bcd22ef3ecc8738419352ba7ba3..9c57e0f0e2f7e341722d83a0ed8e69f0d597605a 100644 --- a/results/DeepPavlov__distilrubert-small-cased-conversational/e348066b4a7279b97138038299bddc6580a9169a/model_meta.json +++ b/results/DeepPavlov__distilrubert-small-cased-conversational/e348066b4a7279b97138038299bddc6580a9169a/model_meta.json @@ -1 +1 @@ -{"name": "DeepPavlov/distilrubert-small-cased-conversational", "revision": "e348066b4a7279b97138038299bddc6580a9169a", "release_date": "2022-06-28", "languages": ["rus_Cyrl"], "n_parameters": 107000000, "memory_usage_mb": 408.0, "max_tokens": 512.0, "embed_dim": 768, "license": "Not specified", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["Sentence 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a/results/Lajavaness__bilingual-embedding-base/0bfc54bb2aa2666dd84715289c7ef58a95eb4d8d/model_meta.json b/results/Lajavaness__bilingual-embedding-base/0bfc54bb2aa2666dd84715289c7ef58a95eb4d8d/model_meta.json index fd36a70a099b7615cee350b17c1d4accb35f43ea..26082df84da945ab2af86e0abd9223b0688ddcb4 100644 --- a/results/Lajavaness__bilingual-embedding-base/0bfc54bb2aa2666dd84715289c7ef58a95eb4d8d/model_meta.json +++ b/results/Lajavaness__bilingual-embedding-base/0bfc54bb2aa2666dd84715289c7ef58a95eb4d8d/model_meta.json @@ -1 +1 @@ -{"name": "Lajavaness/bilingual-embedding-base", "revision": "0bfc54bb2aa2666dd84715289c7ef58a95eb4d8d", "release_date": "2024-06-26", "languages": null, "n_parameters": 278043648, "memory_usage_mb": 1061.0, "max_tokens": 514.0, "embed_dim": 768, "license": "apache-2.0", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["PyTorch", "Sentence Transformers"], "reference": 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a/results/Snowflake__snowflake-arctic-embed-m-v1.5/97eab2e17fcb7ccb8bb94d6e547898fa1a6a0f47/model_meta.json b/results/Snowflake__snowflake-arctic-embed-m-v1.5/97eab2e17fcb7ccb8bb94d6e547898fa1a6a0f47/model_meta.json index fefb62cbd8d2738268aeb6c846af1a228b707cc0..c4ab261484539fb7f960fdd33e7263d90e34d225 100644 --- a/results/Snowflake__snowflake-arctic-embed-m-v1.5/97eab2e17fcb7ccb8bb94d6e547898fa1a6a0f47/model_meta.json +++ b/results/Snowflake__snowflake-arctic-embed-m-v1.5/97eab2e17fcb7ccb8bb94d6e547898fa1a6a0f47/model_meta.json @@ -1 +1 @@ -{"name": "Snowflake/snowflake-arctic-embed-m-v1.5", "revision": "97eab2e17fcb7ccb8bb94d6e547898fa1a6a0f47", "release_date": "2024-07-08", "languages": ["eng_Latn"], "n_parameters": 109000000, "memory_usage_mb": 415.0, "max_tokens": 512.0, "embed_dim": 768, "license": "apache-2.0", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": 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a/results/ai-sage__Giga-Embeddings-instruct/0ad5b29bfecd806cecc9d66b927d828a736594dc/model_meta.json +++ b/results/ai-sage__Giga-Embeddings-instruct/0ad5b29bfecd806cecc9d66b927d828a736594dc/model_meta.json @@ -1 +1 @@ -{"name": "ai-sage/Giga-Embeddings-instruct", "revision": "0ad5b29bfecd806cecc9d66b927d828a736594dc", "release_date": "2025-09-23", "languages": ["eng-Latn", "rus-Cyrl"], "n_parameters": 3227176961, "memory_usage_mb": 12865.0, "max_tokens": 4096.0, "embed_dim": 2048, "license": "mit", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/ai-sage/Giga-Embeddings-instruct", "similarity_fn_name": "cosine", "use_instructions": true, "training_datasets": null, "adapted_from": null, "superseded_by": null, "is_cross_encoder": null, "modalities": ["text"], "loader": "InstructSentenceTransformerWrapper"} \ No newline at end of file +{"loader_kwargs": {"instruction_template": "Instruct: {instruction}\nQuery: ", "max_seq_length": 4096, "trust_remote_code": true, "apply_instruction_to_passages": true, "prompts_dict": {"TERRa": "Given a premise, retrieve a hypothesis that is entailed by the premise", "RuSTSBenchmarkSTS": "Retrieve semantically similar text", "RUParaPhraserSTS": "Retrieve semantically similar text", "CEDRClassification": "\u0414\u0430\u043d \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439, \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u043d\u0443\u044e \u0432 \u043d\u0435\u043c \u044d\u043c\u043e\u0446\u0438\u044e (\u0440\u0430\u0434\u043e\u0441\u0442\u044c, \u0433\u0440\u0443\u0441\u0442\u044c, \u0443\u0434\u0438\u0432\u043b\u0435\u043d\u0438\u0435, \u0441\u0442\u0440\u0430\u0445, \u0433\u043d\u0435\u0432 \u0438\u043b\u0438 \u043d\u0435\u0439\u0442\u0440\u0430\u043b\u044c\u043d\u043e)", "GeoreviewClassification": "Classify the organization rating based on the reviews", "GeoreviewClusteringP2P": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u0440\u0435\u0439\u0442\u0438\u043d\u0433 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u0442\u0437\u044b\u0432\u0430", "HeadlineClassification": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u0442\u0435\u043c\u0443 \u0434\u0430\u043d\u043d\u043e\u0433\u043e \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u043e\u0433\u043e \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430", "InappropriatenessClassification": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u0434\u0430\u043d\u043d\u044b\u0439 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u043a\u0430\u043a \u0442\u043e\u043a\u0441\u0438\u0447\u043d\u044b\u0439 \u0438\u043b\u0438 \u043d\u0435 \u0442\u043e\u043a\u0441\u0438\u0447\u043d\u044b\u0439", "KinopoiskClassification": "Classify the sentiment expressed in the given movie review text", "RuReviewsClassification": "Classify product reviews into positive, negative or neutral sentiment", "RuSciBenchGRNTIClassification": "Classify the category of scientific papers based on the titles and abstracts", "RuSciBenchGRNTIClusteringP2P": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044e \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u043e\u0441\u043d\u043e\u0432\u044b\u0432\u0430\u044f\u0441\u044c \u043d\u0430 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0438", "RuSciBenchOECDClassification": "Classify the category of scientific papers based on the titles and abstracts", "RuSciBenchOECDClusteringP2P": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u044e \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u043e\u0441\u043d\u043e\u0432\u044b\u0432\u0430\u044f\u0441\u044c \u043d\u0430 \u0430\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u0438", "SensitiveTopicsClassification": "\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0439 \u0447\u0443\u0432\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0442\u0435\u043c\u0443 \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443", "RuBQRetrieval": {"query": "Given a question, retrieve Wikipedia passages that answer the question", "document": ""}, "RuBQReranking": {"query": "Given a question, retrieve Wikipedia passages that answer the question", "document": ""}, "RiaNewsRetrieval": {"query": "Given a news title, retrieve relevant news article", "document": ""}, "MIRACLReranking": {"query": "Given a question, retrieve Wikipedia passages that answer the question", "document": ""}, "MIRACLRetrieval": {"query": "Given a question, retrieve Wikipedia passages that answer the question", "document": ""}, "ArguAna": {"query": "Given a search query, retrieve passages that answer the question", "document": "Given a search query, retrieve passages that answer the question"}, "CQADupstackAndroidRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackEnglishRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackGamingRetrieval": {"query": "Given a search query, retrieve passages that answer the question", "document": "Given a search query, retrieve passages that answer the question"}, "CQADupstackGisRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackMathematicaRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackPhysicsRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackProgrammersRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackStatsRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackTexRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackUnixRetrieval": {"query": "Given a search query, retrieve passages that answer the question", "document": "Given a search query, retrieve passages that answer the question"}, "CQADupstackWebmastersRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "CQADupstackWordpressRetrieval": {"query": "Given a question, retrieve detailed question descriptions from Stackexchange that are duplicates to the given question", "document": ""}, "ClimateFEVER": {"query": "Given a claim about climate change, retrieve documents that support or refute the claim", "document": ""}, "ClimateFEVERHardNegatives": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "DBPedia": {"query": "Given a query, retrieve relevant entity descriptions from DBPedia", "document": ""}, "FEVER": {"query": "Given a claim, retrieve documents that support or refute the claim", "document": ""}, "FEVERHardNegatives": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "FiQA2018": {"query": "Given a web search query, retrieve relevant passages that answer the query", "document": ""}, "HotpotQA": {"query": "Given a multi-hop question, retrieve documents that can help answer the question", "document": ""}, "HotpotQAHardNegatives": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "MSMARCO": {"query": "Given a web search query, retrieve relevant passages that answer the query", "document": ""}, "NFdocument": {"query": "Given a question, retrieve relevant documents that best answer the question", "document": ""}, "NQ": {"query": "Given a question, retrieve Wikipedia passages that answer the question", "document": ""}, "QuoraRetrieval": {"query": "Given a question, retrieve questions that are semantically equivalent to the given question", "document": ""}, "SCIDOCS": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "SciFact": {"query": "Given a scientific claim, retrieve documents that support or refute the claim", "document": ""}, "TRECCOVID": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "Touche2020": {"query": "Given a question, retrieve detailed and persuasive arguments that answer the question", "document": ""}, "Touche2020Retrieval.v3": {"query": "Given a search query, retrieve passages that answer the question", "document": ""}, "BIOSSES": "Retrieve semantically similar text", "SICK-R": "Retrieve semantically similar text", "STS12": "Retrieve semantically similar text", "STS13": "Retrieve semantically similar text", "STS14": "Retrieve semantically similar text", "STS15": "Retrieve semantically similar text", "STS16": "Retrieve semantically similar text", "STS17": "Retrieve semantically similar text", "STS22": "Retrieve semantically similar text", "STS22.v2": "Retrieve semantically similar text", "STSBenchmark": "Retrieve semantically similar text", "SummEval": "Given a news summary, retrieve other semantically similar summaries", "SummEvalSummarization.v2": "Given a news summary, retrieve other semantically similar summaries", "AmazonCounterfactualClassification": "Classify a given Amazon customer review text as either counterfactual or not-counterfactual", "AmazonPolarityClassification": "Classify Amazon reviews into positive or negative sentiment", "AmazonReviewsClassification": "Classify the given Amazon review into its appropriate rating category", "Banking77Classification": "Given a online banking query, find the corresponding intents", "EmotionClassification": "Classify the emotion expressed in the given Twitter message into one of the six emotions: anger, fear, joy, love, sadness, and surprise", "ImdbClassification": "Classify the sentiment expressed in the given movie review text from the IMDB dataset", "MassiveIntentClassification": "Given a user utterance as query, find the user intents", "MassiveScenarioClassification": "Given a user utterance as query, find the user scenarios", "MTOPDomainClassification": "Classify the intent domain of the given utterance in task-oriented conversation", "MTOPIntentClassification": "Classify the intent of the given utterance in task-oriented conversation", "ToxicConversationsClassification": "Classify the given comments as either toxic or not toxic", "TweetSentimentExtractionClassification": "Classify the sentiment of a given tweet as either positive, negative, or neutral", "ArxivClusteringP2P": "Identify the main and secondary category of Arxiv papers based on the titles and abstracts", "ArxivClusteringS2S": "Identify the main and secondary category of Arxiv papers based on the titles", "ArXivHierarchicalClusteringP2P": "Identify the main and secondary category of Arxiv papers based on the titles and abstracts", "ArXivHierarchicalClusteringS2S": "Identify the main and secondary category of Arxiv papers based on the titles", "BiorxivClusteringP2P": "Identify the main category of Biorxiv papers based on the titles and abstracts", "BiorxivClusteringS2S": "Identify the main category of Biorxiv papers based on the titles", "BiorxivClusteringP2P.v2": "Identify the main category of Biorxiv papers based on the titles and abstracts", "MedrxivClusteringP2P": "Identify the main category of Medrxiv papers based on the titles and abstract", "MedrxivClusteringS2S": "Identify the main category of Medrxiv papers based on the titles", "MedrxivClusteringP2P.v2": "Identify the main category of Medrxiv papers based on the titles and abstract", "MedrxivClusteringS2S.v2": "Identify the main category of Medrxiv papers based on the titles", "RedditClustering": "Identify the topic or theme of Reddit posts based on the titles", "RedditClusteringP2P": "Identify the topic or theme of Reddit posts based on the titles and posts", "StackExchangeClustering": "Identify the topic or theme of StackExchange posts based on the titles", "StackExchangeClusteringP2P": "Identify the topic or theme of StackExchange posts based on the given paragraphs", "StackExchangeClustering.v2": "Identify the topic or theme of StackExchange posts based on the titles", "StackExchangeClusteringP2P.v2": "Identify the topic or theme of StackExchange posts based on the given paragraphs", "TwentyNewsgroupsClustering": "Identify the topic or theme of the given news articles", "TwentyNewsgroupsClustering.v2": "Identify the topic or theme of the given news articles", "AskUbuntuDupQuestions": {"query": "Retrieve duplicate questions from AskUbuntu forum", "document": "Retrieve duplicate questions from AskUbuntu forum"}, "MindSmallReranking": "Given a search query, retrieve passages that answer the question", "SciDocsRR": "Given a title of a scientific paper, retrieve the titles of other relevant papers", "StackOverflowDupQuestions": "Retrieve duplicate questions from StackOverflow forum", "SprintDuplicateQuestions": "Retrieve duplicate questions from Sprint forum", "TwitterSemEval2015": "Retrieve tweets that are semantically similar to the given tweet", "TwitterURLCorpus": "Retrieve tweets that are semantically similar to the given tweet"}, "model_kwargs": {"torch_dtype": "torch.bfloat16"}}, "name": "ai-sage/Giga-Embeddings-instruct", "revision": "0ad5b29bfecd806cecc9d66b927d828a736594dc", "release_date": "2025-09-23", "languages": ["eng-Latn", "rus-Cyrl"], "n_parameters": 3227176961, "memory_usage_mb": 12865.0, "max_tokens": 4096.0, "embed_dim": 2048, "license": "mit", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/ai-sage/Giga-Embeddings-instruct", "similarity_fn_name": "cosine", "use_instructions": true, "training_datasets": null, "adapted_from": null, "superseded_by": null, "modalities": ["text"], "is_cross_encoder": null, "citation": null, "contacts": null, "loader": "InstructSentenceTransformerModel"} \ No newline at end of file diff --git a/results/avsolatorio__GIST-Embedding-v0/bf6b2e55e92f510a570ad4d7d2da2ec8cd22590c/MIRACLRetrievalHardNegatives.v2.json b/results/avsolatorio__GIST-Embedding-v0/bf6b2e55e92f510a570ad4d7d2da2ec8cd22590c/MIRACLRetrievalHardNegatives.v2.json new file mode 100644 index 0000000000000000000000000000000000000000..dc6ec4fc4ba572edb9cd76cc5eea6dee7b0b9305 --- /dev/null +++ b/results/avsolatorio__GIST-Embedding-v0/bf6b2e55e92f510a570ad4d7d2da2ec8cd22590c/MIRACLRetrievalHardNegatives.v2.json @@ -0,0 +1,158 @@ +{ + "dataset_revision": "95c8db7d4a6e9c1d8a60601afd63d553ae20a2eb", + "task_name": "MIRACLRetrievalHardNegatives.v2", + "mteb_version": "1.39.1", + "scores": { + "dev": [ + { + "ndcg_at_1": 0.052, + "ndcg_at_3": 0.05164, + "ndcg_at_5": 0.05845, + "ndcg_at_10": 0.07167, + "ndcg_at_20": 0.0905, + "ndcg_at_100": 0.12685, + "ndcg_at_1000": 0.15882, + "map_at_1": 0.02312, + "map_at_3": 0.03471, + "map_at_5": 0.04025, + 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b/results/ibm-granite__granite-embedding-30m-english/eddbb57470f896b5f8e2bfcb823d8f0e2d2024a5/model_meta.json index 56073d9866f2f1dcfcbf4a2a0b00678757c3f090..553a03c37ad1661d9fa0aeedf31294f3cc305e7d 100644 --- a/results/ibm-granite__granite-embedding-30m-english/eddbb57470f896b5f8e2bfcb823d8f0e2d2024a5/model_meta.json +++ b/results/ibm-granite__granite-embedding-30m-english/eddbb57470f896b5f8e2bfcb823d8f0e2d2024a5/model_meta.json @@ -1 +1 @@ -{"name": "ibm-granite/granite-embedding-30m-english", "revision": "eddbb57470f896b5f8e2bfcb823d8f0e2d2024a5", "release_date": "2024-12-18", "languages": ["eng_Latn"], "n_parameters": 30000000, "memory_usage_mb": 58.0, "max_tokens": 512.0, "embed_dim": 384, "license": "apache-2.0", "open_weights": true, "public_training_code": null, "public_training_data": null, "framework": ["Sentence Transformers", "PyTorch"], "reference": "https://huggingface.co/ibm-granite/granite-embedding-30m-english", "similarity_fn_name": "cosine", "use_instructions": 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a/results/nomic-ai__nomic-embed-text-v1-unsupervised/b53d557b15ae63852847c222d336c1609eced93c/model_meta.json b/results/nomic-ai__nomic-embed-text-v1-unsupervised/b53d557b15ae63852847c222d336c1609eced93c/model_meta.json index 93be8d05593e6579192395ebc2a46970cc079389..29ce6b357a3e5c00f3c5b91813edada404276a51 100644 --- a/results/nomic-ai__nomic-embed-text-v1-unsupervised/b53d557b15ae63852847c222d336c1609eced93c/model_meta.json +++ b/results/nomic-ai__nomic-embed-text-v1-unsupervised/b53d557b15ae63852847c222d336c1609eced93c/model_meta.json @@ -1 +1 @@ -{"name": "nomic-ai/nomic-embed-text-v1-unsupervised", "revision": "b53d557b15ae63852847c222d336c1609eced93c", "release_date": "2024-01-15", "languages": ["eng-Latn"], "n_parameters": null, "memory_usage_mb": null, "max_tokens": 8192.0, "embed_dim": 768, "license": "apache-2.0", "open_weights": true, "public_training_code": 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