{"schemaVersion":"hugging-bay.artifact-card.v1","pageFacts":{"id":"hf-model-ramadita-indo-islamic-sentence-bert","repo":"ramadita/indo-islamic-sentence-bert","type":"embedding","purpose":"embedding model for sentence similarity and retrieval","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"sentence-similarity","label":"sentence similarity and retrieval"},"size":{"bytes":1341605580,"label":"1.34 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":1341325418,"hostedLabel":"1.34 GB","hostedSummary":"8 files, 1.34 GB","hostedIsSubset":true,"downloadBytes":1340612432,"downloadLabel":"1.34 GB","recommended":{"path":"model.safetensors","fileName":"model.safetensors","fileCount":1,"quant":"","bytes":1340612432,"label":"1.34 GB","variants":1,"basis":"only-variant"},"parameters":null,"sentence":"Hosted here: 8 files, 1.34 GB. Full repo upstream: 1.34 GB. The recommended download, model.safetensors, is 1.34 GB."},"files":{"hosted":8,"total":12,"label":"8 hosted of 12 listed"},"download":{"status":"hosted","label":"Download here (8 hosted files)","url":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert/files"},"released":{"iso":"2026-06-30","label":"Jun 30, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-24","label":"Sep 24, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/ramadita/indo-islamic-sentence-bert","repoId":"ramadita/indo-islamic-sentence-bert"},"languages":["id"],"baseModel":{"ref":"firqaaa/indo-sentence-bert-large","url":"https://huggingface.co/firqaaa/indo-sentence-bert-large","resolveUrl":"https://huggingbay.xyz/resolve?q=firqaaa%2Findo-sentence-bert-large"},"paperIds":["1908.10084","1705.00652"],"arxivIds":["1908.10084","1705.00652"],"sameAs":["https://huggingface.co/ramadita/indo-islamic-sentence-bert","https://arxiv.org/abs/1908.10084","https://arxiv.org/abs/1705.00652"],"creator":{"@type":"Organization","name":"ramadita","url":"https://huggingface.co/ramadita","sameAs":["https://huggingface.co/ramadita"]},"scholarlyArticles":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/1908.10084","identifier":"arXiv:1908.10084","url":"https://arxiv.org/abs/1908.10084","sameAs":"https://doi.org/10.48550/arXiv.1908.10084"},{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/1705.00652","identifier":"arXiv:1705.00652","url":"https://arxiv.org/abs/1705.00652","sameAs":"https://doi.org/10.48550/arXiv.1705.00652"}],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is ramadita/indo-islamic-sentence-bert?","answer":"ramadita/indo-islamic-sentence-bert is an embedding model for sentence similarity and retrieval published by ramadita, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for sentence similarity: ramadita/indo-islamic-sentence-bert · sentence transformers"},{"id":"license","question":"What license does ramadita/indo-islamic-sentence-bert use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is ramadita/indo-islamic-sentence-bert?","answer":"Hosted here: 8 files, 1.34 GB. Full repo upstream: 1.34 GB. The recommended download, model.safetensors, is 1.34 GB."},{"id":"download","question":"Where can I download ramadita/indo-islamic-sentence-bert?","answer":"Hosted here: 8 files, 1.34 GB. Full repo upstream: 1.34 GB. The original release is at https://huggingface.co/ramadita/indo-islamic-sentence-bert."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 8 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will ramadita/indo-islamic-sentence-bert run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}]},"generatedAt":"2026-10-29T17:36:17.975Z","signals":{"size":{"known":true,"bytes":1341605580,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":116,"upstreamStars":1,"label":"116 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ramadita/indo-islamic-sentence-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: ramadita/indo-islamic-sentence-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/download-plan"}},"structuredData":{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://huggingbay.xyz/#organization","name":"Hugging Bay","url":"https://huggingbay.xyz","description":"Hugging Bay is a byte-verified hosted mirror of open-source AI model files.","sameAs":["https://www.npmjs.com/package/hugging-bay-mcp","https://pypi.org/project/hugging-bay/","https://registry.modelcontextprotocol.io/v0.1/servers/io.github.barneywohl%2Fhugging-bay/versions/latest"]},{"@type":"WebSite","@id":"https://huggingbay.xyz/#website","url":"https://huggingbay.xyz","name":"Hugging Bay","description":"Hugging Bay is a byte-verified hosted mirror of open-source AI model files.","publisher":{"@id":"https://huggingbay.xyz/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://huggingbay.xyz/browse?q={search_term_string}"},"query-input":"required name=search_term_string"}},{"@type":"ItemPage","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#webpage","url":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert","name":"ramadita/indo-islamic-sentence-bert | Hugging Bay","description":"External Hugging Face catalog record for ramadita/indo-islamic-sentence-bert. Task: sentence similarity. Library: sentence transformers. Languages: id. Base model: firqaaa/indo-sentence-bert-large. Includes 10 model-card evaluation signals. Popularity signal at import: 99 downloads and 1 likes.","image":"https://huggingbay.xyz/brand/harbor-social-card.png","isPartOf":{"@id":"https://huggingbay.xyz/#website"},"mainEntity":{"@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#breadcrumbs","itemListElement":[{"@type":"ListItem","position":1,"name":"Hugging Bay","item":"https://huggingbay.xyz/"},{"@type":"ListItem","position":2,"name":"Artifacts","item":"https://huggingbay.xyz/browse"},{"@type":"ListItem","position":3,"name":"ramadita/indo-islamic-sentence-bert","item":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#artifact","name":"ramadita/indo-islamic-sentence-bert","alternateName":"indo-islamic-sentence-bert","description":"External Hugging Face catalog record for ramadita/indo-islamic-sentence-bert. Task: sentence similarity. Library: sentence transformers. Languages: id. Base model: firqaaa/indo-sentence-bert-large. Includes 10 model-card evaluation signals. Popularity signal at import: 99 downloads and 1 likes.","url":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert","identifier":"hf-model-ramadita-indo-islamic-sentence-bert","additionalType":"https://huggingbay.xyz/schema/EmbeddingModel","applicationCategory":"AI model artifact","applicationSubCategory":"sentence-similarity","license":"https://spdx.org/licenses/Apache-2.0.html","keywords":"embedding, sentence-similarity, text, sentence-transformers, gitattributes, json, md, safetensors, txt, huggingface-import, external-catalog, model, apache-2.0, sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:10k<n<100k, loss:multiplenegativesrankingloss, id, arxiv:1908.10084, arxiv:1705.00652, base_model:firqaaa/indo-sentence-bert-large, base_model:finetune:firqaaa/indo-sentence-bert-large, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us, embedding, cosine_accuracy, dot_accuracy","datePublished":"2026-06-30","dateModified":"2026-09-24","inLanguage":["id"],"creator":{"@type":"Organization","name":"ramadita","url":"https://huggingface.co/ramadita","sameAs":["https://huggingface.co/ramadita"]},"publisher":{"@type":"Organization","name":"ramadita","url":"https://huggingface.co/ramadita","sameAs":["https://huggingface.co/ramadita"]},"sameAs":["https://huggingface.co/ramadita/indo-islamic-sentence-bert","https://arxiv.org/abs/1908.10084","https://arxiv.org/abs/1705.00652"],"isBasedOn":{"@type":["SoftwareApplication","CreativeWork"],"name":"firqaaa/indo-sentence-bert-large","url":"https://huggingface.co/firqaaa/indo-sentence-bert-large","sameAs":"https://huggingface.co/firqaaa/indo-sentence-bert-large"},"isAccessibleForFree":true,"conditionsOfAccess":"Public metadata is crawlable. Hosted downloads are available only for reviewed mirrored files listed by Hugging Bay manifests and downloadable-file APIs.","citation":[{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/1908.10084","identifier":"arXiv:1908.10084","url":"https://arxiv.org/abs/1908.10084","sameAs":"https://doi.org/10.48550/arXiv.1908.10084"},{"@type":"ScholarlyArticle","@id":"https://arxiv.org/abs/1705.00652","identifier":"arXiv:1705.00652","url":"https://arxiv.org/abs/1705.00652","sameAs":"https://doi.org/10.48550/arXiv.1705.00652"},"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert","https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/distribution"],"softwareVersion":"hf-main","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert","description":"ramadita/indo-islamic-sentence-bert license, provenance, source scan state, and mirror eligibility metadata. Exact selected bytes complete; runtime not established."},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/ramadita/indo-islamic-sentence-bert"}],"potentialAction":[{"@type":"ViewAction","name":"Inspect files","target":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert/files"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"apache-2.0"},{"@type":"PropertyValue","name":"Pipeline","value":"sentence-similarity"},{"@type":"PropertyValue","name":"Library","value":"sentence-transformers"},{"@type":"PropertyValue","name":"Base model","value":"firqaaa/indo-sentence-bert-large"},{"@type":"PropertyValue","name":"Task categories","value":"sentence-similarity"},{"@type":"PropertyValue","name":"Languages","value":"id"},{"@type":"PropertyValue","name":"Metrics","value":"cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy"},{"@type":"PropertyValue","name":"Paper ids","value":"1908.10084, 1705.00652"},{"@type":"PropertyValue","name":"Model-index entries","value":"Indonesia Islamic Sentence-BERT"},{"@type":"PropertyValue","name":"Evaluation signals","value":"10 model-card eval results"},{"@type":"PropertyValue","name":"File hints","value":"12 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"blocked"},{"@type":"PropertyValue","name":"Hosted files","value":"0"},{"@type":"PropertyValue","name":"Listed files","value":"12"},{"@type":"PropertyValue","name":"Full repo upstream","value":"1.34 GB"},{"@type":"PropertyValue","name":"Full repo upstream in bytes","value":"1341605580","unitCode":"AD"},{"@type":"PropertyValue","name":"Recommended file","value":"1.34 GB · model.safetensors"},{"@type":"PropertyValue","name":"Recommended file size","value":"1.34 GB"},{"@type":"PropertyValue","name":"Recommended file size in bytes","value":"1340612432","unitCode":"AD"},{"@type":"PropertyValue","name":"License","value":"apache-2.0"},{"@type":"PropertyValue","name":"Scan status","value":"passed"},{"@type":"PropertyValue","name":"Trust score","value":"0"},{"@type":"PropertyValue","name":"Trust level","value":"metadata-checked"},{"@type":"PropertyValue","name":"Verified peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Files with reviewed peer-assisted fallbacks","value":"0"},{"@type":"PropertyValue","name":"Reviewed peer fallback file records","value":"0"},{"@type":"PropertyValue","name":"Agent bundle","value":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-ramadita-indo-islamic-sentence-bert"},{"@type":"PropertyValue","name":"Download completeness state","value":"This description is temporarily unavailable."},{"@type":"PropertyValue","name":"recorded executable state","value":"complete-bytes"},{"@type":"PropertyValue","name":"recorded evidence timestamp","value":"2026-09-24T01:36:23.990Z"},{"@type":"PropertyValue","name":"Selected representation","value":"rep-864646db260a44caa5e7d6e52c825788c859b0f2aecb81c6af24372b86e67aca"},{"@type":"PropertyValue","name":"Run fit","value":"Exact selected bytes complete; runtime not established"},{"@type":"PropertyValue","name":"Runtime footprint","value":"unknown"},{"@type":"PropertyValue","name":"Run-fit warnings","value":"No runtime compatibility or execution status claim is available until recorded evaluation is integrated."}]},{"@type":"FAQPage","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq","dateModified":"2026-09-24","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-what-is-it","name":"What is this model?","acceptedAnswer":{"@type":"Answer","text":"ramadita/indo-islamic-sentence-bert is an embedding model for sentence similarity and retrieval published by ramadita, added to Hugging Bay Jun 30, 2026. Model from Hugging Face for sentence similarity: ramadita/indo-islamic-sentence-bert · sentence transformers"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-license","name":"Can I use it commercially?","acceptedAnswer":{"@type":"Answer","text":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-size","name":"How big is it?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: availability unknown. Full repo upstream: 1.34 GB. The recommended download, model.safetensors, is 1.34 GB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-download","name":"What can I download here?","acceptedAnswer":{"@type":"Answer","text":"No files are available to download from Hugging Bay right now. The record lists 12 files."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-safety","name":"File pattern scans","acceptedAnswer":{"@type":"Answer","text":"Automated file-pattern scans flagged nothing; not a safety guarantee. No files are hosted here, so no hosted-file hashes are published. The machine-readable verdict is at /api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert#faq-fit-unknown","name":"Will ramadita/indo-islamic-sentence-bert run on my computer?","acceptedAnswer":{"@type":"Answer","text":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}}]}]},"artifactId":"hf-model-ramadita-indo-islamic-sentence-bert","artifact":{"cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"firqaaa/indo-sentence-bert-large"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"firqaaa/indo-sentence-bert-large","field":"baseModel"}],"parameters":null,"size":{"bytes":1341605580,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"id":"hf-model-ramadita-indo-islamic-sentence-bert","repo":"ramadita/indo-islamic-sentence-bert","type":"embedding","typeLabel":"Embedding","summary":"Model from Hugging Face for sentence similarity: ramadita/indo-islamic-sentence-bert · sentence transformers","description":"External Hugging Face catalog record for ramadita/indo-islamic-sentence-bert. Task: sentence similarity. Library: sentence transformers. Languages: id. Base model: firqaaa/indo-sentence-bert-large. Includes 10 model-card evaluation signals. Popularity signal at import: 99 downloads and 1 likes.","task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","dataset_size:10k<n<100k","loss:multiplenegativesrankingloss","id","arxiv:1908.10084","arxiv:1705.00652","base_model:firqaaa/indo-sentence-bert-large","base_model:finetune:firqaaa/indo-sentence-bert-large","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","cosine_accuracy","dot_accuracy"],"license":"apache-2.0","sourceUrl":"https://huggingface.co/ramadita/indo-islamic-sentence-bert","upstream":{"gated":false,"repoId":"ramadita/indo-islamic-sentence-bert","private":false,"repoUrl":"https://huggingface.co/ramadita/indo-islamic-sentence-bert","disabled":false,"provider":"huggingface","repoType":"model","revision":"434a84cec2cef7de5d1f3b59e170292e4a1f4665","fetchedAt":"2026-09-24T01:34:40.448Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"cardCompleteness":96,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-24T01:34:40.457Z.","Open license detected as apache-2.0.","Model-index metadata found for Indonesia Islamic Sentence-BERT."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy","dot_accuracy","manhattan_accuracy","euclidean_accuracy","max_accuracy"],"datasets":[],"paperIds":["1908.10084","1705.00652"],"repoType":"model","baseModel":"firqaaa/indo-sentence-bert-large","languages":["id"],"sourceUrl":"https://huggingface.co/ramadita/indo-islamic-sentence-bert","evalResults":[{"task":"Triplet","score":"0.8386572820790471","metric":"Cosine Accuracy","verified":false,"benchmark":"dev dataset"},{"task":"Triplet","score":"0.16188413643746616","metric":"Dot Accuracy","verified":false,"benchmark":"dev dataset"},{"task":"Triplet","score":"0.8381158635625339","metric":"Manhattan Accuracy","verified":false,"benchmark":"dev dataset"},{"task":"Triplet","score":"0.8391987005955603","metric":"Euclidean Accuracy","verified":false,"benchmark":"dev dataset"},{"task":"Triplet","score":"0.8391987005955603","metric":"Max Accuracy","verified":false,"benchmark":"dev dataset"},{"task":"Triplet","score":"0.8203463203463204","metric":"Cosine Accuracy","verified":false,"benchmark":"test dataset"},{"task":"Triplet","score":"0.1774891774891775","metric":"Dot Accuracy","verified":false,"benchmark":"test dataset"},{"task":"Triplet","score":"0.8170995670995671","metric":"Manhattan Accuracy","verified":false,"benchmark":"test dataset"},{"task":"Triplet","score":"0.8187229437229437","metric":"Euclidean Accuracy","verified":false,"benchmark":"test dataset"},{"task":"Triplet","score":"0.8203463203463204","metric":"Max Accuracy","verified":false,"benchmark":"test dataset"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model id cosine_accuracy dot_accuracy manhattan_accuracy euclidean_accuracy max_accuracy firqaaa/indo-sentence-bert-large indonesia islamic sentence-bert safetensors base_model:firqaaa/indo-sentence-bert-large base_model:finetune:firqaaa/indo-sentence-bert-large text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","id","cosine_accuracy","dot_accuracy","manhattan_accuracy","euclidean_accuracy","max_accuracy","firqaaa/indo-sentence-bert-large","indonesia islamic sentence-bert","safetensors","base_model:firqaaa/indo-sentence-bert-large","base_model:finetune:firqaaa/indo-sentence-bert-large","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":296},{"lfs":false,"path":"README.md","sizeBytes":49180},{"lfs":false,"path":"config.json","sizeBytes":1103},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":201},{"lfs":true,"path":"model.safetensors","sizeBytes":1340612432},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":709280},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1425},{"lfs":false,"path":"vocab.txt","sizeBytes":229167}],"modelIndexNames":["Indonesia Islamic Sentence-BERT"]},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/ramadita/indo-islamic-sentence-bert","declaredLicense":"apache-2.0","pipelineTag":"sentence-similarity","libraryName":"sentence-transformers","baseModel":"firqaaa/indo-sentence-bert-large","baseModels":["firqaaa/indo-sentence-bert-large"],"taskCategories":["sentence-similarity"],"cardTags":[],"languages":["id"],"datasets":[],"metrics":["cosine_accuracy","dot_accuracy","manhattan_accuracy","euclidean_accuracy","max_accuracy"],"paperIds":["1908.10084","1705.00652"],"modelIndexNames":["Indonesia Islamic Sentence-BERT"],"evalResults":[{"benchmark":"dev dataset","metric":"Cosine Accuracy","score":"0.8386572820790471","task":"Triplet","verified":false},{"benchmark":"dev dataset","metric":"Dot Accuracy","score":"0.16188413643746616","task":"Triplet","verified":false},{"benchmark":"dev dataset","metric":"Manhattan Accuracy","score":"0.8381158635625339","task":"Triplet","verified":false},{"benchmark":"dev dataset","metric":"Euclidean Accuracy","score":"0.8391987005955603","task":"Triplet","verified":false},{"benchmark":"dev dataset","metric":"Max Accuracy","score":"0.8391987005955603","task":"Triplet","verified":false},{"benchmark":"test dataset","metric":"Cosine Accuracy","score":"0.8203463203463204","task":"Triplet","verified":false},{"benchmark":"test dataset","metric":"Dot Accuracy","score":"0.1774891774891775","task":"Triplet","verified":false},{"benchmark":"test dataset","metric":"Manhattan Accuracy","score":"0.8170995670995671","task":"Triplet","verified":false},{"benchmark":"test dataset","metric":"Euclidean Accuracy","score":"0.8187229437229437","task":"Triplet","verified":false},{"benchmark":"test dataset","metric":"Max Accuracy","score":"0.8203463203463204","task":"Triplet","verified":false}],"siblingSample":[{"path":".gitattributes","sizeBytes":1519,"lfs":false},{"path":"1_Pooling/config.json","sizeBytes":296,"lfs":false},{"path":"README.md","sizeBytes":49180,"lfs":false},{"path":"config.json","sizeBytes":1103,"lfs":false},{"path":"config_sentence_transformers.json","sizeBytes":201,"lfs":false},{"path":"model.safetensors","sizeBytes":1340612432,"lfs":true},{"path":"modules.json","sizeBytes":229,"lfs":false},{"path":"sentence_bert_config.json","sizeBytes":53,"lfs":false},{"path":"special_tokens_map.json","sizeBytes":695,"lfs":false},{"path":"tokenizer.json","sizeBytes":709280,"lfs":false},{"path":"tokenizer_config.json","sizeBytes":1425,"lfs":false},{"path":"vocab.txt","sizeBytes":229167,"lfs":false}],"semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","id","cosine_accuracy","dot_accuracy","manhattan_accuracy","euclidean_accuracy","max_accuracy","firqaaa/indo-sentence-bert-large","indonesia islamic sentence-bert","safetensors","base_model:firqaaa/indo-sentence-bert-large","base_model:finetune:firqaaa/indo-sentence-bert-large","text-embeddings-inference"],"cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"coverage":{"rawKeyCount":17,"normalizedFields":11,"hasDeclaredLicense":true,"hasPipeline":true,"hasLibrary":true,"hasBaseModel":true,"hasLanguages":true,"hasDatasets":false,"hasMetrics":true,"hasPapers":true,"hasModelIndex":true,"hasEvaluationResults":true,"hasFileHints":true,"hasTaskCategories":true,"hasCardTags":false},"facts":[{"id":"declared-license","label":"Declared license","value":"apache-2.0"},{"id":"pipeline","label":"Pipeline","value":"sentence-similarity"},{"id":"library","label":"Library","value":"sentence-transformers"},{"id":"base-model","label":"Base model","value":"firqaaa/indo-sentence-bert-large"},{"id":"task-categories","label":"Task categories","value":"sentence-similarity"},{"id":"languages","label":"Languages","value":"id"},{"id":"metrics","label":"Metrics","value":"cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy"},{"id":"papers","label":"Paper ids","value":"1908.10084, 1705.00652"},{"id":"model-index","label":"Model-index entries","value":"Indonesia Islamic Sentence-BERT"},{"id":"evaluations","label":"Evaluation signals","value":"10 model-card eval results"},{"id":"file-hints","label":"File hints","value":"12 upstream file samples"}]},"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"updatedAt":"2026-09-24T01:36:23.563Z","createdAt":"2026-06-30T04:00:12.486Z","metrics":{"downloads":116,"stars":1,"citations":0,"mirrorDemand":0},"hosting":{"status":"hosted","hostedFiles":8,"externalFiles":4,"totalFiles":12,"fileInventoryAvailable":true,"completeRunnable":null,"verified":null,"downloadStatus":"hosted","sha256Files":8,"byteVerifiedAt":null,"hosted":true,"downloadReady":true,"downloadable":true,"mirroredFiles":8,"mirroredBytes":1341325418},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"quality":{"score":96,"items":[{"id":"summary","label":"Summary","status":"passed"},{"id":"description","label":"Description","status":"passed"},{"id":"card-metadata","label":"Model card metadata","status":"passed"},{"id":"license","label":"License","status":"passed"},{"id":"provenance","label":"Provenance","status":"passed"},{"id":"files","label":"File inventory","status":"passed"},{"id":"hosted","label":"Hosted bytes","status":"passed"},{"id":"scan","label":"Scan result","status":"passed"},{"id":"signature","label":"Manifest signature","status":"passed"}]},"signals":{"size":{"known":true,"bytes":1341605580,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":116,"upstreamStars":1,"label":"116 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ramadita/indo-islamic-sentence-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: ramadita/indo-islamic-sentence-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/download-plan"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":1341325418,"readinessCheckedAt":"2026-10-29T17:36:17.978Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T17:36:17.978Z","evidence_url":"/api/manifests/hf-model-ramadita-indo-islamic-sentence-bert"}},"previewableFiles":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-ramadita-indo-islamic-sentence-bert","files":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/files?limit=100","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/metadata.json","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/distribution","compare":"https://huggingbay.xyz/api/compare?ids=hf-model-ramadita-indo-islamic-sentence-bert","manifest":"https://huggingbay.xyz/api/manifests/hf-model-ramadita-indo-islamic-sentence-bert","downloadRows":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ramadita-indo-islamic-sentence-bert&limit=100","downloadPlan":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/download-plan","requestMirror":null,"requestDecentralizedFallback":"https://huggingbay.xyz/api/artifacts/hf-model-ramadita-indo-islamic-sentence-bert/decentralized-fallbacks","upstream":"https://huggingface.co/ramadita/indo-islamic-sentence-bert"},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":8,"mirroredBytes":1341325418,"readinessCheckedAt":"2026-10-29T17:36:17.978Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T17:36:17.978Z","evidence_url":"/api/manifests/hf-model-ramadita-indo-islamic-sentence-bert"}}