{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T03:59:47.205Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-krlabsorg-verbatim-rag-modern-bert-v2","repo":"KRLabsOrg/verbatim-rag-modern-bert-v2","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":602046507,"readinessCheckedAt":"2026-10-29T03:26:07.152Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":602046507,"readinessCheckedAt":"2026-10-29T03:26:07.152Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-krlabsorg-verbatim-rag-modern-bert-v2","owner":"KRLabsOrg","name":"verbatim-rag-modern-bert-v2","repo":"KRLabsOrg/verbatim-rag-modern-bert-v2","type":"llm","summary":"Model from Hugging Face for token classification: KRLabsOrg/verbatim-rag-modern-bert-v2 · 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":"baseModel","value":"Alibaba-NLP/gte-reranker-modernbert-base"},{"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":"Alibaba-NLP/gte-reranker-modernbert-base","field":"baseModel"}],"parameters":null,"size":{"bytes":602063098,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KRLabsOrg","sourceUrl":"https://huggingface.co/KRLabsOrg/verbatim-rag-modern-bert-v2","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","safetensors","modernbert","token-classification","semantic-highlighting","extractive-qa","evidence-selection","verbatim-rag","custom_code","en","dataset:krlabsorg/verbatim-spans","arxiv:2605.21102","base_model:alibaba-nlp/gte-reranker-modernbert-base","base_model:finetune:alibaba-nlp/gte-reranker-modernbert-base","license:apache-2.0","endpoints_compatible","region:us","llm","krlabsorg/verbatim-spans","alibaba-nlp/gte-reranker-modernbert-base"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","py"],"baseModel":"Alibaba-NLP/gte-reranker-modernbert-base","derivedFrom":"Alibaba-NLP/gte-reranker-modernbert-base","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["KRLabsOrg/verbatim-spans"],"paperIds":["2605.21102"],"repoType":"model","baseModel":"Alibaba-NLP/gte-reranker-modernbert-base","languages":["en"],"sourceUrl":"https://huggingface.co/KRLabsOrg/verbatim-rag-modern-bert-v2","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"token-classification transformers llm model en krlabsorg/verbatim-spans alibaba-nlp/gte-reranker-modernbert-base safetensors verbatim-rag base_model:alibaba-nlp/gte-reranker-modernbert-base base_model:finetune:alibaba-nlp/gte-reranker-modernbert-base","semanticTerms":["token-classification","transformers","llm","model","en","krlabsorg/verbatim-spans","alibaba-nlp/gte-reranker-modernbert-base","safetensors","verbatim-rag","base_model:alibaba-nlp/gte-reranker-modernbert-base","base_model:finetune:alibaba-nlp/gte-reranker-modernbert-base"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":10453},{"lfs":false,"path":"config.json","sizeBytes":1499},{"lfs":true,"path":"model.safetensors","sizeBytes":598439784},{"lfs":false,"path":"modeling_verbatim_rag.py","sizeBytes":4619},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":694},{"lfs":false,"path":"tokenizer.json","sizeBytes":3583499},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":21031}],"modelIndexNames":[]},"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":602063098,"sizeKnown":true,"sizeLabel":"574.2 MB","sizeReason":"","declaredSizeBytes":602063098,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2298,"stars":13,"citations":0,"updatedAt":"2026-09-22T07:16:01.304Z","createdAt":"2026-06-30T02:08:48.866Z","version":"hf-main","upstream":{"gated":false,"repoId":"KRLabsOrg/verbatim-rag-modern-bert-v2","private":false,"repoUrl":"https://huggingface.co/KRLabsOrg/verbatim-rag-modern-bert-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"6a967332efedfe5aca9b85b8310cc68d9ac6f881","fetchedAt":"2026-09-22T07:14:54.939Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T07:16:01.304Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":602046507,"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_f95d56e991ed5c97f12f30ef6e6c749c1d99524e6c69a1e22bb0f88678d71a41","artifactId":"hf-model-krlabsorg-verbatim-rag-modern-bert-v2","representationId":"rep-a2cc3f5ce33a6743db8d6bccfa13da5c15330f331c5a57b7075474b2b79a52ed","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a2cc3f5ce33a6743db8d6bccfa13da5c15330f331c5a57b7075474b2b79a52ed","artifactId":"hf-model-krlabsorg-verbatim-rag-modern-bert-v2","format":"safetensors","source":{"provider":"huggingface","identity":"KRLabsOrg/verbatim-rag-modern-bert-v2","revision":"6a967332efedfe5aca9b85b8310cc68d9ac6f881","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1499,"sha256":"sha256:e62290d1dfec418c3c6fcb8c9f9640035d9dbb9eb03647e7f0e063e0c98dd5aa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4ee8a31ceb4ef05ead695db2e7d32a59900b801572ab3e1873b5307bfc461583"},{"path":"model.safetensors","role":"weight","sizeBytes":598439784,"sha256":"sha256:3127f7ead12786b4ab740191105d8a8e0febe6f8109e479ea0c1e9238fd79398","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:65cbae0212da80df9fc72e9a0120a68c58da376041cf352c4b4e835396c07384"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":694,"sha256":"sha256:ea97ecdbcc73713039d8d64dbb05e3689495c96657fbd9a18f5bed381be81049","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0ca0bca818b326d0711946ec5e0cd3e3b8694b5578c25b7f2ca49399ad1f241d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3583499,"sha256":"sha256:2aea6ff4701d063e7e029b6be695a1659f2caaa2ae4fb0e8b18285818271becd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac13d9ab9edddaddba0307a3a33b401fb478f92e84fe028098908a16e0336f1d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":21031,"sha256":"sha256:626c86908d7c711f93b0feffd8657b782cc2727b391f9be190240e8cafb626d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3898297dd77321ccccb15bb0a10202b5de5d45edd14bedb85bb9882b6422665b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:f415c0d16a3f326a086650af1e24604baa98277b51ea1104e0b6190070b64abe","representationDigest":"sha256:c1bec2878c7500254f722006ac516fbaffb7ac44da56893bfae805421c4d98cb","evidenceSnapshotDigest":"sha256:64d7beac202e1a24fb81bc53ef8a9932ce455db91bcb898be788fb5fbe8837ef","evaluatedAt":"2026-09-22T07:16:01.626Z","authorityVersion":"sha256:40c3daba98a61c5b024f169267c143baa63eb57f4b7d9ea1836e477db7d6a867","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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:26:07.152Z","evidence_url":"/api/manifests/hf-model-krlabsorg-verbatim-rag-modern-bert-v2"}},"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":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":602063098,"label":"574.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2298,"upstreamStars":13,"label":"2.3K 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":"KRLabsOrg/verbatim-rag-modern-bert-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: KRLabsOrg/verbatim-rag-modern-bert-v2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"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-krlabsorg-verbatim-rag-modern-bert-v2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"KRLabsOrg/verbatim-rag-modern-bert-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T03:26:07.152Z","evidence_url":"/api/manifests/hf-model-krlabsorg-verbatim-rag-modern-bert-v2"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-verbatim-rag-modern-bert-v2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/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":"KRLabsOrg/verbatim-rag-modern-bert-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: KRLabsOrg/verbatim-rag-modern-bert-v2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-verbatim-rag-modern-bert-v2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/distribution"},"supportedClaims":["KRLabsOrg/verbatim-rag-modern-bert-v2 has 0 self-reported, unqualified Hugging Bay community reviews.","KRLabsOrg/verbatim-rag-modern-bert-v2 has 0 self-reported run claims; none qualify verification during limited availability.","KRLabsOrg/verbatim-rag-modern-bert-v2 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-krlabsorg-verbatim-rag-modern-bert-v2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-krlabsorg-verbatim-rag-modern-bert-v2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-krlabsorg-verbatim-rag-modern-bert-v2/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."}}