{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T02:47:14.801Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-vineetsharma-biomedical-ner-maccrobat-bert","repo":"vineetsharma/BioMedical_NER-maccrobat-bert","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":436559159,"readinessCheckedAt":"2026-10-29T02:12:03.939Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":436559159,"readinessCheckedAt":"2026-10-29T02:12:03.939Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-vineetsharma-biomedical-ner-maccrobat-bert","owner":"vineetsharma","name":"BioMedical_NER-maccrobat-bert","repo":"vineetsharma/BioMedical_NER-maccrobat-bert","type":"llm","summary":"Model from Hugging Face for token classification: vineetsharma/BioMedical_NER-maccrobat-bert · transformers","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":872690262,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"vineetsharma","sourceUrl":"https://huggingface.co/vineetsharma/BioMedical_NER-maccrobat-bert","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","transformers","pytorch","safetensors","bert","token-classification","generated_from_trainer","dataset:ktgiahieu/maccrobat2018_2020","base_model:google-bert/bert-base-uncased","base_model:finetune:google-bert/bert-base-uncased","license:apache-2.0","endpoints_compatible","region:us","llm","ktgiahieu/maccrobat2018_2020","precision","recall","f1","accuracy","bert-base-uncased","biomedical_ner-maccrobat-bert"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":"bert-base-uncased","derivedFrom":"bert-base-uncased","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["precision","recall","f1","accuracy"],"datasets":["ktgiahieu/maccrobat2018_2020"],"paperIds":[],"repoType":"model","baseModel":"bert-base-uncased","languages":[],"sourceUrl":"https://huggingface.co/vineetsharma/BioMedical_NER-maccrobat-bert","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","license","metrics","model-index","tags","widget"],"semanticText":"token-classification transformers llm model ktgiahieu/maccrobat2018_2020 precision recall f1 accuracy bert-base-uncased biomedical_ner-maccrobat-bert safetensors","semanticTerms":["token-classification","transformers","llm","model","ktgiahieu/maccrobat2018_2020","precision","recall","f1","accuracy","bert-base-uncased","biomedical_ner-maccrobat-bert","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":7416},{"lfs":false,"path":"config.json","sizeBytes":4903},{"lfs":true,"path":"model.safetensors","sizeBytes":435842168},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":435886569},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":314},{"lfs":true,"path":"training_args.bin","sizeBytes":4091},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["BioMedical_NER-maccrobat-bert"]},"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":872690262,"sizeKnown":true,"sizeLabel":"832.3 MB","sizeReason":"","declaredSizeBytes":872690262,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":48,"stars":2,"citations":0,"updatedAt":"2026-10-01T07:12:23.904Z","createdAt":"2026-06-30T04:25:32.354Z","version":"hf-main","upstream":{"gated":false,"repoId":"vineetsharma/BioMedical_NER-maccrobat-bert","private":false,"repoUrl":"https://huggingface.co/vineetsharma/BioMedical_NER-maccrobat-bert","disabled":false,"provider":"huggingface","repoType":"model","revision":"cd1e630f33af8828afc2d505303b1e9d0db28951","fetchedAt":"2026-10-01T07:11:34.346Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-10-01T07:12:23.904Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":5,"mirroredBytes":436559159,"mirroredFiles":5,"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_73bb44450df3474497ccd09202d5779456e481522c3ac1aaa4683c4a0d4b40f6","artifactId":"hf-model-vineetsharma-biomedical-ner-maccrobat-bert","representationId":"rep-0628da514ea1b7b3b3f014d6d6267ba7833becbbf14c5f290768639163b81c00","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-0628da514ea1b7b3b3f014d6d6267ba7833becbbf14c5f290768639163b81c00","artifactId":"hf-model-vineetsharma-biomedical-ner-maccrobat-bert","format":"safetensors","source":{"provider":"huggingface","identity":"vineetsharma/BioMedical_NER-maccrobat-bert","revision":"cd1e630f33af8828afc2d505303b1e9d0db28951","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":4903,"sha256":"sha256:e98c6b802eeb843d44c948275c40f97c04d56f559580ec76102b812a264e6b1c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f846bb8f5dbf863259a316d7bb64490bd10035f54fe7c575526d6a5a01d72cfa"},{"path":"model.safetensors","role":"weight","sizeBytes":435842168,"sha256":"sha256:4f899cad6a906f99b4a1a6b37bc114a5b39c03bb3c03592e3086f83d1cff4a23","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:305784629bec0aa479ea56cb46e23679b79abc94446c0dbd0164d46b86fff2b1"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2d10fed0b4b9518aae1ed1ebf16caf556ce389e63dcf5a36b4325a6d301b2413"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ee1811b8acb60382ebc9273611ce99218c29f8f4b53a4d615b5c984aadc72019"},{"path":"tokenizer_config.json","role":"config","sizeBytes":314,"sha256":"sha256:ae83fa6ca0333117ff12606020af925d648667ef70d92ff7f27d781ba0ca4544","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aebe3cdf1780c74aca3f489db0ee89d01209ab39b98dea7b1fe96f1b82135ba9"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:7ba31b373c82ddec5aca1b90a1c2b81418856bec615d9a5c9b372f9c30538de6","representationDigest":"sha256:33d459e8fcc8d1b85da678cf3edb5432cf3afe2696b9ab6dff05b942ec6e00ee","evidenceSnapshotDigest":"sha256:4405bad1e5f2d0f3cfdda3b4213f0e1d1b3244699898906d25c20b05777199e8","evaluatedAt":"2026-10-01T07:12:24.339Z","authorityVersion":"sha256:b839d57e25ed381354cdbf7eac725521dcc0824f1de185e11ca97c5453c08095","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"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":"2026-10-29T02:12:03.939Z","evidence_url":"/api/manifests/hf-model-vineetsharma-biomedical-ner-maccrobat-bert"}},"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":5,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":872690262,"label":"832.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":48,"upstreamStars":2,"label":"48 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":"vineetsharma/BioMedical_NER-maccrobat-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 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: vineetsharma/BioMedical_NER-maccrobat-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"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-vineetsharma-biomedical-ner-maccrobat-bert/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"vineetsharma/BioMedical_NER-maccrobat-bert"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T02:12:03.939Z","evidence_url":"/api/manifests/hf-model-vineetsharma-biomedical-ner-maccrobat-bert"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-vineetsharma-biomedical-ner-maccrobat-bert","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/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":"vineetsharma/BioMedical_NER-maccrobat-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/10 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: vineetsharma/BioMedical_NER-maccrobat-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":5,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-vineetsharma-biomedical-ner-maccrobat-bert","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/distribution"},"supportedClaims":["vineetsharma/BioMedical_NER-maccrobat-bert has 0 self-reported, unqualified Hugging Bay community reviews.","vineetsharma/BioMedical_NER-maccrobat-bert has 0 self-reported run claims; none qualify verification during limited availability.","vineetsharma/BioMedical_NER-maccrobat-bert 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-vineetsharma-biomedical-ner-maccrobat-bert/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-vineetsharma-biomedical-ner-maccrobat-bert"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vineetsharma-biomedical-ner-maccrobat-bert/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."}}