{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T18:37:08.514Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","repo":"tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":18278054,"readinessCheckedAt":"2026-10-29T18:36:44.602Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":18278054,"readinessCheckedAt":"2026-10-29T18:36:44.602Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","owner":"tomaarsen","name":"span-marker-bert-tiny-fewnerd-coarse-super","repo":"tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","type":"llm","summary":"Model from Hugging Face for token classification: tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super · span marker","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":"baseModel","value":"prajjwal1/bert-tiny"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"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":"prajjwal1/bert-tiny","field":"baseModel"}],"parameters":null,"size":{"bytes":36084610,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"tomaarsen","sourceUrl":"https://huggingface.co/tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","span-marker","pytorch","safetensors","token-classification","ner","named-entity-recognition","en","dataset:dfki-slt/few-nerd","base_model:prajjwal1/bert-tiny","base_model:finetune:prajjwal1/bert-tiny","license:apache-2.0","model-index","region:us","llm","dfki-slt/few-nerd","f1","recall","precision","prajjwal1/bert-tiny","spanmarker w. bert-base-cased on coarsegrained, supervised fewnerd by tom aarsen"],"task":"token-classification","modality":"text","framework":"span-marker","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":"prajjwal1/bert-tiny","derivedFrom":"prajjwal1/bert-tiny","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","recall","precision"],"datasets":["DFKI-SLT/few-nerd"],"paperIds":[],"repoType":"model","baseModel":"prajjwal1/bert-tiny","languages":["en"],"sourceUrl":"https://huggingface.co/tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","evalResults":[{"task":"Named Entity Recognition","score":"0.7081","metric":"F1","verified":false,"benchmark":"coarsegrained, supervised FewNERD"},{"task":"Named Entity Recognition","score":"0.7378","metric":"Precision","verified":false,"benchmark":"coarsegrained, supervised FewNERD"},{"task":"Named Entity Recognition","score":"0.6808","metric":"Recall","verified":false,"benchmark":"coarsegrained, supervised FewNERD"}],"libraryName":"span-marker","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"token-classification span-marker llm model en dfki-slt/few-nerd f1 recall precision prajjwal1/bert-tiny spanmarker w. bert-base-cased on coarsegrained, supervised fewnerd by tom aarsen safetensors","semanticTerms":["token-classification","span-marker","llm","model","en","dfki-slt/few-nerd","f1","recall","precision","prajjwal1/bert-tiny","spanmarker w. bert-base-cased on coarsegrained, supervised fewnerd by tom aarsen","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":2196},{"lfs":false,"path":"added_tokens.json","sizeBytes":41},{"lfs":false,"path":"config.json","sizeBytes":2857},{"lfs":true,"path":"model.safetensors","sizeBytes":17562854},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":17571375},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":711760},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":417},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["SpanMarker w. bert-base-cased on coarsegrained, supervised FewNERD by Tom Aarsen"]},"worksWith":[],"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."]},"sizeBytes":36084610,"sizeKnown":true,"sizeLabel":"34.4 MB","sizeReason":"","declaredSizeBytes":36084610,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":386,"stars":0,"citations":0,"updatedAt":"2026-09-23T06:29:10.582Z","createdAt":"2026-06-30T02:22:57.501Z","version":"hf-main","upstream":{"gated":false,"repoId":"tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","private":false,"repoUrl":"https://huggingface.co/tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","disabled":false,"provider":"huggingface","repoType":"model","revision":"5ed7deef50fac36062f7872edf740ff4c25c56c9","fetchedAt":"2026-09-23T06:28:47.264Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T06:29:10.582Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":6,"mirroredBytes":18278054,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_3385567a58749f19515e203e386e0665c24a7be604371073b429d2dca89120a6","artifactId":"hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","representationId":"rep-5fd4249c8f2fdf1cef57453aa87558eada0ad7bb9d9eff457981aed9cfc432ea","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5fd4249c8f2fdf1cef57453aa87558eada0ad7bb9d9eff457981aed9cfc432ea","artifactId":"hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","format":"safetensors","source":{"provider":"huggingface","identity":"tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super","revision":"5ed7deef50fac36062f7872edf740ff4c25c56c9","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":41,"sha256":"sha256:883303e907bd9c462f10167006afc83928c7fa91ba4284f5a8ee4ce5b25c473d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc0721c7cf663ac4d6a8aa4eda17763795e5b9f7cec9cb63c17d325933d056c2"},{"path":"config.json","role":"config","sizeBytes":2857,"sha256":"sha256:9bf193f08239cf6c21d0feca2b5bb98bfcc004d0fdb80b0d8c4826e6ad4021c3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:823fa1d72a99c06b723092152fe0c04870b22cb3188a21e608db01a6bbebca76"},{"path":"model.safetensors","role":"weight","sizeBytes":17562854,"sha256":"sha256:3ad75d7f8cf600052508804740ebf539914b8d1a5712f09ce8e992f8c15d0cc0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d662c5201153914e895367f13b1df1849d2f165b34e882326fb78d488e284abb"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8fcc953834671534319b22831a31185515238a385966fee346c392aba1512f31"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711760,"sha256":"sha256:84b13987edc8e8f49c95f495a38c1f47800443be16c83f64e7cf9daf609ec3bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34abc74fa95089f204db231a7ae1fb6a796404d42b7df83bd10c807ac040ae41"},{"path":"tokenizer_config.json","role":"config","sizeBytes":417,"sha256":"sha256:3705aed6a1b7829251135383fc27af3c56c4310b8ab7b02f70105480b38c14b6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8dc8918685bc09fb270e783fca883747eaf9d87d97521204082ae134a7e30509"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:100a78fac838a54b852aa350debbff5ec324a09e17a99effd3dd1909b1a01641","representationDigest":"sha256:71bd2b5172c155c1ea7f369e0a82d9cbd8ba5bd2b028a4270ee4c3a2e752caf9","evidenceSnapshotDigest":"sha256:f3ba59dbf9c4b63b1ab263c6efcfe29b72e70be9bb09d660e962a583612442df","evaluatedAt":"2026-09-23T06:29:10.954Z","authorityVersion":"sha256:facd8c800ae4fd63975e606d47e27acaf275895a1d05bc1a4c1fe06c81dc13cf","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T18:36:44.602Z","evidence_url":"/api/manifests/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super"}},"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."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":6,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":36084610,"label":"34.4 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":386,"upstreamStars":0,"label":"386 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-tiny-fewnerd-coarse-super"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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-tiny-fewnerd-coarse-super","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T18:36:44.602Z","evidence_url":"/api/manifests/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"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-tiny-fewnerd-coarse-super"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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-tiny-fewnerd-coarse-super","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/distribution"},"supportedClaims":["tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super has 0 self-reported, unqualified Hugging Bay community reviews.","tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super has 0 self-reported run claims; none qualify verification during limited availability.","tomaarsen/span-marker-bert-tiny-fewnerd-coarse-super has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-tomaarsen-span-marker-bert-tiny-fewnerd-coarse-super/agent-bundle"}},"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."}}