{"schemaVersion":"hugging-bay.artifact-card.v1","pageFacts":{"id":"hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","repo":"tomaarsen/span-marker-bert-base-uncased-acronyms","type":"llm","purpose":"open-weights language model for token classification","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":"token-classification","label":"token classification"},"size":{"bytes":876996509,"label":"877 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 15 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":null,"parameters":null,"sentence":"Hosted here: at least 15 listed files; full count and size unknown. Full repo upstream: 877 MB."},"files":{"hosted":15,"total":26,"label":"15 hosted of 26 listed"},"download":{"status":"hosted","label":"Download here (15 hosted files)","url":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/files"},"released":{"iso":"2026-06-29","label":"Jun 29, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-21","label":"Sep 21, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms","repoId":"tomaarsen/span-marker-bert-base-uncased-acronyms"},"languages":["en"],"baseModel":{"ref":"bert-base-uncased","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms"],"creator":{"@type":"Organization","name":"tomaarsen","url":"https://huggingface.co/tomaarsen","sameAs":["https://huggingface.co/tomaarsen"]},"scholarlyArticles":[],"scanStatus":"passed","faq":[{"id":"what-is-it","question":"What is tomaarsen/span-marker-bert-base-uncased-acronyms?","answer":"tomaarsen/span-marker-bert-base-uncased-acronyms is an open-weights language model for token classification published by tomaarsen, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for token classification: tomaarsen/span-marker-bert-base-uncased-acronyms · span marker"},{"id":"license","question":"What license does tomaarsen/span-marker-bert-base-uncased-acronyms 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 tomaarsen/span-marker-bert-base-uncased-acronyms?","answer":"Hosted here: at least 15 listed files; full count and size unknown. Full repo upstream: 877 MB."},{"id":"download","question":"Where can I download tomaarsen/span-marker-bert-base-uncased-acronyms?","answer":"Hosted here: at least 15 listed files; full count and size unknown. Full repo upstream: 877 MB. The original release is at https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms."},{"id":"safety","question":"File pattern scans","answer":"Automated file-pattern scans flagged nothing; not a safety guarantee. 15 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will tomaarsen/span-marker-bert-base-uncased-acronyms 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":"2026-10-30T05:15:29.625Z","signals":{"size":{"known":true,"bytes":876996509,"label":"836.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":233368,"upstreamStars":6,"label":"233K 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":"tomaarsen/span-marker-bert-base-uncased-acronyms"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"15/26 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: tomaarsen/span-marker-bert-base-uncased-acronyms","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 15/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":15,"externalFiles":11,"totalFiles":26},"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-tomaarsen-span-marker-bert-base-uncased-acronyms/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-tomaarsen-span-marker-bert-base-uncased-acronyms#webpage","url":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","name":"tomaarsen/span-marker-bert-base-uncased-acronyms | Hugging Bay","description":"External Hugging Face catalog record for tomaarsen/span-marker-bert-base-uncased-acronyms. Task: token classification. Library: span marker. Languages: en. Datasets referenced by card metadata: acronym_identification. Base model: bert-base-uncased. Includes 3 model-card evaluation signals. Popularity signal at import: 243,487 downloads and 6 likes.","image":"https://huggingbay.xyz/brand/harbor-social-card.png","isPartOf":{"@id":"https://huggingbay.xyz/#website"},"mainEntity":{"@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#artifact"}},{"@type":"BreadcrumbList","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#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":"tomaarsen/span-marker-bert-base-uncased-acronyms","item":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms"}]},{"@type":["SoftwareApplication","CreativeWork"],"@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#artifact","name":"tomaarsen/span-marker-bert-base-uncased-acronyms","alternateName":"span-marker-bert-base-uncased-acronyms","description":"External Hugging Face catalog record for tomaarsen/span-marker-bert-base-uncased-acronyms. Task: token classification. Library: span marker. Languages: en. Datasets referenced by card metadata: acronym_identification. Base model: bert-base-uncased. Includes 3 model-card evaluation signals. Popularity signal at import: 243,487 downloads and 6 likes.","url":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","identifier":"hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","additionalType":"https://huggingbay.xyz/schema/OpenWeightLanguageModel","applicationCategory":"AI model artifact","applicationSubCategory":"token-classification","license":"https://spdx.org/licenses/Apache-2.0.html","keywords":"llm, token-classification, text, span-marker, gitattributes, md, json, csv, safetensors, bin, 0, 1, huggingface-import, external-catalog, model, apache-2.0, span-marker, pytorch, tensorboard, safetensors, token-classification, ner, named-entity-recognition, generated_from_span_marker_trainer, en, dataset:acronym_identification, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, co2_eq_emissions, region:us, llm, acronym_identification, precision, recall","datePublished":"2026-06-29","dateModified":"2026-09-21","inLanguage":["en"],"creator":{"@type":"Organization","name":"tomaarsen","url":"https://huggingface.co/tomaarsen","sameAs":["https://huggingface.co/tomaarsen"]},"publisher":{"@type":"Organization","name":"tomaarsen","url":"https://huggingface.co/tomaarsen","sameAs":["https://huggingface.co/tomaarsen"]},"sameAs":["https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms"],"isBasedOn":{"@type":["SoftwareApplication","CreativeWork"],"name":"bert-base-uncased"},"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":["https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/card.md","https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution"],"softwareVersion":"hf-main","review":[],"subjectOf":[{"@type":"DigitalDocument","name":"Hugging Bay artifact card","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/card","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay artifact card markdown","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/card.md","encodingFormat":"text/markdown"},{"@type":"DigitalDocument","name":"Hugging Bay agent bundle","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/agent-bundle","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","encodingFormat":"application/json"},{"@type":"DigitalDocument","name":"Hugging Bay distribution document","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution","encodingFormat":"application/json"},{"@type":"DigitalDocument","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#license-provenance-metadata","name":"License and provenance metadata","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","description":"tomaarsen/span-marker-bert-base-uncased-acronyms 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-tomaarsen-span-marker-bert-base-uncased-acronyms#trust-bundle-api","name":"Hugging Bay trust bundle API","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","documentation":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#review-summary-api","name":"Hugging Bay review summary API","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/review-summary","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/review-summary","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebAPI","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#distribution-api","name":"Hugging Bay distribution API","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution","documentation":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution","provider":{"@id":"https://huggingbay.xyz/#organization"}},{"@type":"WebPage","name":"Original upstream source","url":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms"}],"potentialAction":[{"@type":"ViewAction","name":"Inspect files","target":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/files"}],"additionalProperty":[{"@type":"PropertyValue","name":"Declared license","value":"apache-2.0"},{"@type":"PropertyValue","name":"Pipeline","value":"token-classification"},{"@type":"PropertyValue","name":"Library","value":"span-marker"},{"@type":"PropertyValue","name":"Base model","value":"bert-base-uncased"},{"@type":"PropertyValue","name":"Task categories","value":"token-classification"},{"@type":"PropertyValue","name":"Languages","value":"en"},{"@type":"PropertyValue","name":"Referenced datasets","value":"acronym_identification"},{"@type":"PropertyValue","name":"Metrics","value":"precision, recall, f1"},{"@type":"PropertyValue","name":"Model-index entries","value":"SpanMarker with bert-base-uncased on Acronym Identification"},{"@type":"PropertyValue","name":"Evaluation signals","value":"3 model-card eval results"},{"@type":"PropertyValue","name":"File hints","value":"16 upstream file samples"},{"@type":"PropertyValue","name":"Hosting status","value":"blocked"},{"@type":"PropertyValue","name":"Hosted files","value":"0"},{"@type":"PropertyValue","name":"Listed files","value":"26"},{"@type":"PropertyValue","name":"Full repo upstream","value":"877 MB"},{"@type":"PropertyValue","name":"Full repo upstream in bytes","value":"876996509","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-tomaarsen-span-marker-bert-base-uncased-acronyms/agent-bundle"},{"@type":"PropertyValue","name":"Trust bundle","value":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms"},{"@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":"2026-09-21T00:54:40.934Z"},{"@type":"PropertyValue","name":"Selected representation","value":"rep-0b3c7161663f8c929e1f25e2a43a9a3a914c784d5f9806303cd45684678c68cc"},{"@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-tomaarsen-span-marker-bert-base-uncased-acronyms#faq","dateModified":"2026-09-21","mainEntity":[{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#faq-what-is-it","name":"What is this model?","acceptedAnswer":{"@type":"Answer","text":"tomaarsen/span-marker-bert-base-uncased-acronyms is an open-weights language model for token classification published by tomaarsen, added to Hugging Bay Jun 29, 2026. Model from Hugging Face for token classification: tomaarsen/span-marker-bert-base-uncased-acronyms · span marker"}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#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-tomaarsen-span-marker-bert-base-uncased-acronyms#faq-size","name":"How big is it?","acceptedAnswer":{"@type":"Answer","text":"Hosted here: availability unknown. Full repo upstream: 877 MB."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#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 26 files."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#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-tomaarsen-span-marker-bert-base-uncased-acronyms/safety on Hugging Bay."}},{"@type":"Question","@id":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms#faq-fit-unknown","name":"Will tomaarsen/span-marker-bert-base-uncased-acronyms 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-tomaarsen-span-marker-bert-base-uncased-acronyms","artifact":{"cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":876996509,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"id":"hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","repo":"tomaarsen/span-marker-bert-base-uncased-acronyms","type":"llm","typeLabel":"LLM","summary":"Model from Hugging Face for token classification: tomaarsen/span-marker-bert-base-uncased-acronyms · span marker","description":"External Hugging Face catalog record for tomaarsen/span-marker-bert-base-uncased-acronyms. Task: token classification. Library: span marker. Languages: en. Datasets referenced by card metadata: acronym_identification. Base model: bert-base-uncased. Includes 3 model-card evaluation signals. Popularity signal at import: 243,487 downloads and 6 likes.","task":"token-classification","modality":"text","framework":"span-marker","formats":["gitattributes","md","json","csv","safetensors","bin","0","1"],"tags":["huggingface-import","external-catalog","model","apache-2.0","span-marker","pytorch","tensorboard","safetensors","token-classification","ner","named-entity-recognition","generated_from_span_marker_trainer","en","dataset:acronym_identification","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:apache-2.0","model-index","co2_eq_emissions","region:us","llm","acronym_identification","precision","recall"],"license":"apache-2.0","sourceUrl":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms","upstream":{"gated":false,"repoId":"tomaarsen/span-marker-bert-base-uncased-acronyms","private":false,"repoUrl":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms","disabled":false,"provider":"huggingface","repoType":"model","revision":"d547e2eba6f65e787e5f59e1c812d5f60d798975","fetchedAt":"2026-08-28T00:22:47.050Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"cardCompleteness":96,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-08-28T00:22:47.160Z.","Open license detected as apache-2.0.","Model-index metadata found for SpanMarker with bert-base-uncased on Acronym Identification.","Model card references dataset context: acronym_identification."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["precision","recall","f1"],"datasets":["acronym_identification"],"paperIds":[],"repoType":"model","baseModel":"bert-base-uncased","languages":["en"],"sourceUrl":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms","evalResults":[{"task":"Named Entity Recognition","score":"0.9198933333333332","metric":"F1","verified":false,"benchmark":"Acronym Identification"},{"task":"Named Entity Recognition","score":"0.9339397877409573","metric":"Precision","verified":false,"benchmark":"Acronym Identification"},{"task":"Named Entity Recognition","score":"0.9062631357713324","metric":"Recall","verified":false,"benchmark":"Acronym Identification"}],"libraryName":"span-marker","pipelineTag":"token-classification","cardDataKeys":["base_model","co2_eq_emissions","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"token-classification span-marker llm model en acronym_identification precision recall f1 bert-base-uncased spanmarker with bert-base-uncased on acronym identification safetensors","semanticTerms":["token-classification","span-marker","llm","model","en","acronym_identification","precision","recall","f1","bert-base-uncased","spanmarker with bert-base-uncased on acronym identification","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":8033},{"lfs":false,"path":"added_tokens.json","sizeBytes":41},{"lfs":false,"path":"all_results.json","sizeBytes":737},{"lfs":false,"path":"config.json","sizeBytes":3104},{"lfs":false,"path":"emissions.csv","sizeBytes":784},{"lfs":true,"path":"model.safetensors","sizeBytes":437981852},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":438024117},{"lfs":true,"path":"runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816161.Tom.30716.0","sizeBytes":13886},{"lfs":true,"path":"runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816916.Tom.30716.1","sizeBytes":1696},{"lfs":true,"path":"runs/events.out.tfevents.1691993997.Tom.16396.0","sizeBytes":13835},{"lfs":true,"path":"runs/events.out.tfevents.1691994753.Tom.16396.1","sizeBytes":592},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":711760},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":342},{"lfs":false,"path":"train.py","sizeBytes":2578},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["SpanMarker with bert-base-uncased on Acronym Identification"]},"modelCardFacts":{"source":"huggingface-cardData","repoType":"model","sourceUrl":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms","declaredLicense":"apache-2.0","pipelineTag":"token-classification","libraryName":"span-marker","baseModel":"bert-base-uncased","baseModels":["bert-base-uncased"],"taskCategories":["token-classification"],"cardTags":[],"languages":["en"],"datasets":["acronym_identification"],"metrics":["precision","recall","f1"],"paperIds":[],"modelIndexNames":["SpanMarker with bert-base-uncased on Acronym Identification"],"evalResults":[{"benchmark":"Acronym Identification","metric":"F1","score":"0.9198933333333332","task":"Named Entity Recognition","verified":false},{"benchmark":"Acronym Identification","metric":"Precision","score":"0.9339397877409573","task":"Named Entity Recognition","verified":false},{"benchmark":"Acronym Identification","metric":"Recall","score":"0.9062631357713324","task":"Named Entity Recognition","verified":false}],"siblingSample":[{"path":".gitattributes","sizeBytes":1519,"lfs":false},{"path":"README.md","sizeBytes":8033,"lfs":false},{"path":"added_tokens.json","sizeBytes":41,"lfs":false},{"path":"all_results.json","sizeBytes":737,"lfs":false},{"path":"config.json","sizeBytes":3104,"lfs":false},{"path":"emissions.csv","sizeBytes":784,"lfs":false},{"path":"model.safetensors","sizeBytes":437981852,"lfs":true},{"path":"pytorch_model.bin","sizeBytes":438024117,"lfs":true},{"path":"runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816161.Tom.30716.0","sizeBytes":13886,"lfs":true},{"path":"runs/Sep27_14-02-39_Tom/events.out.tfevents.1695816916.Tom.30716.1","sizeBytes":1696,"lfs":true},{"path":"runs/events.out.tfevents.1691993997.Tom.16396.0","sizeBytes":13835,"lfs":true},{"path":"runs/events.out.tfevents.1691994753.Tom.16396.1","sizeBytes":592,"lfs":true},{"path":"special_tokens_map.json","sizeBytes":125,"lfs":false},{"path":"tokenizer.json","sizeBytes":711760,"lfs":false},{"path":"tokenizer_config.json","sizeBytes":342,"lfs":false},{"path":"train.py","sizeBytes":2578,"lfs":false}],"semanticTerms":["token-classification","span-marker","llm","model","en","acronym_identification","precision","recall","f1","bert-base-uncased","spanmarker with bert-base-uncased on acronym identification","safetensors"],"cardDataKeys":["base_model","co2_eq_emissions","datasets","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":true,"hasMetrics":true,"hasPapers":false,"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":"token-classification"},{"id":"library","label":"Library","value":"span-marker"},{"id":"base-model","label":"Base model","value":"bert-base-uncased"},{"id":"task-categories","label":"Task categories","value":"token-classification"},{"id":"languages","label":"Languages","value":"en"},{"id":"datasets","label":"Referenced datasets","value":"acronym_identification"},{"id":"metrics","label":"Metrics","value":"precision, recall, f1"},{"id":"model-index","label":"Model-index entries","value":"SpanMarker with bert-base-uncased on Acronym Identification"},{"id":"evaluations","label":"Evaluation signals","value":"3 model-card eval results"},{"id":"file-hints","label":"File hints","value":"16 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":"2026-09-21T00:54:40.569Z","createdAt":"2026-06-29T22:21:46.745Z","metrics":{"downloads":233368,"stars":6,"citations":0,"mirrorDemand":0},"hosting":{"status":"hosted","hostedFiles":15,"externalFiles":11,"totalFiles":26,"fileInventoryAvailable":true,"completeRunnable":null,"verified":null,"downloadStatus":"hosted","sha256Files":15,"byteVerifiedAt":null,"hosted":true,"downloadReady":true,"downloadable":true,"mirroredFiles":15,"mirroredBytes":876763482},"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":876996509,"label":"836.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":233368,"upstreamStars":6,"label":"233K 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":"tomaarsen/span-marker-bert-base-uncased-acronyms"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"15/26 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: tomaarsen/span-marker-bert-base-uncased-acronyms","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 15/26 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":15,"externalFiles":11,"totalFiles":26},"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-tomaarsen-span-marker-bert-base-uncased-acronyms/download-plan"}},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":15,"mirroredBytes":876763482,"readinessCheckedAt":"2026-10-30T05:15:29.634Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":15,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T05:15:29.634Z","evidence_url":"/api/manifests/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms"}},"previewableFiles":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","files":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/files?limit=100","metadata":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/metadata.json","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/distribution","compare":"https://huggingbay.xyz/api/compare?ids=hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","manifest":"https://huggingbay.xyz/api/manifests/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms","downloadRows":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms&limit=100","downloadPlan":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/download-plan","requestMirror":null,"requestDecentralizedFallback":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms/decentralized-fallbacks","upstream":"https://huggingface.co/tomaarsen/span-marker-bert-base-uncased-acronyms"},"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":15,"mirroredBytes":876763482,"readinessCheckedAt":"2026-10-30T05:15:29.634Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":15,"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":"2026-10-30T05:15:29.634Z","evidence_url":"/api/manifests/hf-model-tomaarsen-span-marker-bert-base-uncased-acronyms"}}