{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-21T05:11:41.215Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-l3cube-pune-hindi-marathi-dev-bert","repo":"l3cube-pune/hindi-marathi-dev-bert","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":960622875,"readinessCheckedAt":"2026-10-21T05:01:11.085Z","readinessSource":"index","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":960622875,"readinessCheckedAt":"2026-10-21T05:01:11.085Z","readinessSource":"index","degraded":true,"stale":true},"id":"hf-model-l3cube-pune-hindi-marathi-dev-bert","owner":"l3cube-pune","name":"hindi-marathi-dev-bert","repo":"l3cube-pune/hindi-marathi-dev-bert","type":"llm","summary":"Model from Hugging Face for fill mask: l3cube-pune/hindi-marathi-dev-bert · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for filling in missing words in text.","confidence":"medium","task":"fill-mask","audience":null,"basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1911713331,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"l3cube-pune","sourceUrl":"https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","transformers","pytorch","safetensors","bert","fill-mask","hi","mr","multilingual","arxiv:2211.11418","license:cc-by-4.0","endpoints_compatible","region:us","llm"],"task":"fill-mask","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":[],"paperIds":["2211.11418"],"repoType":"model","baseModel":"","languages":["hi","mr","multilingual"],"sourceUrl":"https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["language","license"],"semanticText":"fill-mask transformers llm model hi mr multilingual safetensors","semanticTerms":["fill-mask","transformers","llm","model","hi","mr","multilingual","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1392},{"lfs":false,"path":"README.md","sizeBytes":2276},{"lfs":false,"path":"config.json","sizeBytes":672},{"lfs":true,"path":"model.safetensors","sizeBytes":951048084},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":951088939},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":6408382},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":462},{"lfs":false,"path":"vocab.txt","sizeBytes":3162999}],"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":1911713331,"sizeKnown":true,"sizeLabel":"1.8 GB","sizeReason":"","declaredSizeBytes":1911713331,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":73,"stars":0,"citations":0,"updatedAt":"2026-09-03T03:07:16.780Z","createdAt":"2026-06-30T04:15:23.535Z","version":"hf-main","upstream":{"gated":false,"repoId":"l3cube-pune/hindi-marathi-dev-bert","private":false,"repoUrl":"https://huggingface.co/l3cube-pune/hindi-marathi-dev-bert","disabled":false,"provider":"huggingface","repoType":"model","revision":"0b88fbae24d2ab999127102b4fde2d1bbc221487","fetchedAt":"2026-09-03T01:26:16.068Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T03:07:16.780Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":960622875,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_d6371b6a7937061e215360e4bca46fa0b102bac63fe46d34e8e12e423eb743c6","artifactId":"hf-model-l3cube-pune-hindi-marathi-dev-bert","representationId":"rep-9cac6ecb3c6d6e4e2d573b267b339fffe5c0f77b0ec9e2b94cfb45636111f83a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9cac6ecb3c6d6e4e2d573b267b339fffe5c0f77b0ec9e2b94cfb45636111f83a","artifactId":"hf-model-l3cube-pune-hindi-marathi-dev-bert","format":"safetensors","source":{"provider":"huggingface","identity":"l3cube-pune/hindi-marathi-dev-bert","revision":"0b88fbae24d2ab999127102b4fde2d1bbc221487","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":2276,"sha256":"sha256:11589ab15deb7c950c688b427f8e219367e00e0f4b3ba58d8b51335b4ed5425e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ca26e72d8cd6998f7432a8831fd2b55e8a422d2efaf3978649c665c1325a6290"},{"path":"config.json","role":"config","sizeBytes":672,"sha256":"sha256:3416e09cd57f40549c6ba49afd8bfc90097d2977d3be7b17651c442d6079fe6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:472824027194d4897c149a309dcf43bfe643f66bd328de854388afd77b40c414"},{"path":"model.safetensors","role":"weight","sizeBytes":951048084,"sha256":"sha256:9a90e53726c7aff72aff0d277a96a524df61795ac825b2d0b19aaaea6c6b8740","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:063d00a61e418c485d0eb19bdc3290818c337bd099ec267d682cc758bb330d15"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a9a5accd9e853b89734a3f3888951d464ccb18bf9448412dba5be47e9b345e4a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":6408382,"sha256":"sha256:5549f50b80ce1b0c48d708436e7f51b0923302a2531f81f78c6fd50f1e09e72d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:014b51d7ea5be6341f6618264523e51483fe247740451958310cf615a155fa51"},{"path":"tokenizer_config.json","role":"config","sizeBytes":462,"sha256":"sha256:339f8a1476e5e609815f94e732eaf7f65e6a5fef3b502724ca5bf9c356d09308","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3d8e8e25c2830794eddf590fc9737120e66799a1e533baa44edfb0821a6323ea"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":3162999,"sha256":"sha256:b96cc938b4009d063a605930cb82aef2c91ee52a94e94e6fcb78510d4ee5310b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:854566e169ee563f22cd7d88640019459bb8c3a52d5486e4972c2872143ac455"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2b8fba6a7f0817c763e82fe4ce48a6f888b8bc585df7b87ee4e30e0230b54f97","representationDigest":"sha256:02790fecb9b3843cbeef4bb4d44cd7e4b301ba1b2442adf19b497294cc85eb17","evidenceSnapshotDigest":"sha256:72934d5c5eac814eb95c82edd3d60561ffb91718eff64faa1db2f5bb486bdecc","evaluatedAt":"2026-09-03T03:07:17.161Z","authorityVersion":"sha256:1059011e96b2be17e41efb49137f2bec3d02f828d47a34c6b51224bfa932c1aa","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"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":8,"scope":"recorded-postgres-snapshot"},"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":6,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1911713331,"label":"1.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":73,"upstreamStars":0,"label":"73 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/hindi-marathi-dev-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/8 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: cc-by-4.0","Provenance: l3cube-pune/hindi-marathi-dev-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":2,"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-l3cube-pune-hindi-marathi-dev-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":"l3cube-pune/hindi-marathi-dev-bert"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-l3cube-pune-hindi-marathi-dev-bert/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hindi-marathi-dev-bert","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"l3cube-pune/hindi-marathi-dev-bert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/8 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: cc-by-4.0","Provenance: l3cube-pune/hindi-marathi-dev-bert","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":2,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-l3cube-pune-hindi-marathi-dev-bert/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hindi-marathi-dev-bert","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/distribution"},"supportedClaims":["l3cube-pune/hindi-marathi-dev-bert has 0 self-reported, unqualified Hugging Bay community reviews.","l3cube-pune/hindi-marathi-dev-bert has 0 self-reported run claims; none qualify verification during limited availability.","l3cube-pune/hindi-marathi-dev-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-l3cube-pune-hindi-marathi-dev-bert/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-bert/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-l3cube-pune-hindi-marathi-dev-bert"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-l3cube-pune-hindi-marathi-dev-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."}}