{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T00:51:43.536Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-l3cube-pune-hing-bert-lid","repo":"l3cube-pune/hing-bert-lid","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":436546621,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":436546621,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-l3cube-pune-hing-bert-lid","owner":"l3cube-pune","name":"hing-bert-lid","repo":"l3cube-pune/hing-bert-lid","type":"llm","summary":"Model from Hugging Face for token classification: l3cube-pune/hing-bert-lid · 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":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":872202171,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"l3cube-pune","sourceUrl":"https://huggingface.co/l3cube-pune/hing-bert-lid","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transformers","pytorch","safetensors","bert","token-classification","hi","en","codemix","multilingual","dataset:l3cube-hingcorpus","dataset:l3cube-hinglid","arxiv:2204.08398","license:cc-by-4.0","endpoints_compatible","region:us","llm","l3cube-hingcorpus","l3cube-hinglid"],"task":"token-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":[],"datasets":["L3Cube-HingCorpus","L3Cube-HingLID"],"paperIds":["2204.08398"],"repoType":"model","baseModel":"","languages":["hi","en","multilingual"],"sourceUrl":"https://huggingface.co/l3cube-pune/hing-bert-lid","evalResults":[],"libraryName":"transformers","pipelineTag":"token-classification","cardDataKeys":["datasets","language","license","tags"],"semanticText":"token-classification transformers llm model hi en multilingual l3cube-hingcorpus l3cube-hinglid safetensors","semanticTerms":["token-classification","transformers","llm","model","hi","en","multilingual","l3cube-hingcorpus","l3cube-hinglid","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"README.md","sizeBytes":1831},{"lfs":false,"path":"config.json","sizeBytes":827},{"lfs":true,"path":"model.safetensors","sizeBytes":435600272},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":435654321},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":422},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"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":872202171,"sizeKnown":true,"sizeLabel":"831.8 MB","sizeReason":"","declaredSizeBytes":872202171,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":215,"stars":1,"citations":0,"updatedAt":"2026-09-05T23:34:32.072Z","createdAt":"2026-06-30T02:30:19.597Z","version":"hf-main","upstream":{"gated":false,"repoId":"l3cube-pune/hing-bert-lid","private":false,"repoUrl":"https://huggingface.co/l3cube-pune/hing-bert-lid","disabled":false,"provider":"huggingface","repoType":"model","revision":"e92bc7378faf5049f9f0a1d73a645f3a11f409f4","fetchedAt":"2026-08-30T05:53:51.357Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-05T23:34:32.072Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":7,"mirroredBytes":436546621,"mirroredFiles":7,"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_b4d2344be0897126c4a08cb36b1581ca9ed9e16213da11a3c88576a2e6dc23e1","artifactId":"hf-model-l3cube-pune-hing-bert-lid","representationId":"rep-1457aaf27589c03d31b911b4fde33f36080840c9c4481d46b56098d80fe7926c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-1457aaf27589c03d31b911b4fde33f36080840c9c4481d46b56098d80fe7926c","artifactId":"hf-model-l3cube-pune-hing-bert-lid","format":"safetensors","source":{"provider":"huggingface","identity":"l3cube-pune/hing-bert-lid","revision":"e92bc7378faf5049f9f0a1d73a645f3a11f409f4","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":1831,"sha256":"sha256:906a59f29d85ead293b47ad06160b4f7b1fc38b3fd4b6feb5fc5dfe01ffa585e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1179764a218775d4220746669970a729dfda8dabfb5a856692fa9662d1f696ed"},{"path":"config.json","role":"config","sizeBytes":827,"sha256":"sha256:8837495dd740eb6462445557f45e196e5473d2152cb318a7ba703ee4eb72aec1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8cd5decec64e70e7e917fe9ecfc4221f1bd916243eb202ed068341d649a6bbbb"},{"path":"model.safetensors","role":"weight","sizeBytes":435600272,"sha256":"sha256:911696dff9c78eae94d838b6de69c4d6ebc537e9cb2b938ae79f0edd568b18f5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d1382431842c413c336bc3419c3591489cb8d60ba069881f91f8c09dc6ec1e25"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2eaba3aaca92aebed510a00ae3c2a1a3d97477eb018259c257b26e61e67498f1"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:beef05230cf9b85e7d9676d95868d8e37ac51308c19a38899049ffe99196f78f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":422,"sha256":"sha256:f7befe3b75f62595da626fdb4a6c9e881708a3931c6ec5539fd73bfc4d1c9d85","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:75ee494e851ca9113ed0027e8095800473647bf1bf4673b3c662d76e699b7a3a"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b0c762b3b995f2f96fad891a1f68fabb39e56361c3bd2936d5b826a782f70fb7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:500c943c9646ee3c9a0caff8ff34b8536851ce84755fc0fd8c713cfdfdf2a463","representationDigest":"sha256:b7e8aea927c42556c93c2d68197ade0601f1ff04147a215a500deb687d5b5ba9","evidenceSnapshotDigest":"sha256:317003a8079ff63b6bca4ae6418adf0ebbe2dfbede88c24c205c35decdb370c8","evaluatedAt":"2026-09-05T23:34:32.292Z","authorityVersion":"sha256:4ec3eae915b9522b356080bdcb8f5d407a2ae21ebcf0c2534cb71a0852976dde","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-l3cube-pune-hing-bert-lid"}},"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":9,"publicDownloadableFileCount":7,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":872202171,"label":"831.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":215,"upstreamStars":1,"label":"215 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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"l3cube-pune/hing-bert-lid"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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: cc-by-4.0","Provenance: l3cube-pune/hing-bert-lid","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"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-l3cube-pune-hing-bert-lid/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"l3cube-pune/hing-bert-lid"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-l3cube-pune-hing-bert-lid"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-l3cube-pune-hing-bert-lid/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hing-bert-lid","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"l3cube-pune/hing-bert-lid"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/9 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: cc-by-4.0","Provenance: l3cube-pune/hing-bert-lid","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":2,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-l3cube-pune-hing-bert-lid/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hing-bert-lid","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/distribution"},"supportedClaims":["l3cube-pune/hing-bert-lid has 0 self-reported, unqualified Hugging Bay community reviews.","l3cube-pune/hing-bert-lid has 0 self-reported run claims; none qualify verification during limited availability.","l3cube-pune/hing-bert-lid 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-l3cube-pune-hing-bert-lid/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hing-bert-lid"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hing-bert-lid/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."}}