{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T06:40:54.067Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-monsoon-nlp-muril-adapted-local","repo":"monsoon-nlp/muril-adapted-local","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":956592915,"readinessCheckedAt":"2026-10-31T06:01:36.500Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":956592915,"readinessCheckedAt":"2026-10-31T06:01:36.500Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-monsoon-nlp-muril-adapted-local","owner":"monsoon-nlp","name":"muril-adapted-local","repo":"monsoon-nlp/muril-adapted-local","type":"llm","summary":"Model from Hugging Face for fill mask: monsoon-nlp/muril-adapted-local · transformers","cardDescription":"Predicts missing words within text.","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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":3811533364,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"monsoon-nlp","sourceUrl":"https://huggingface.co/monsoon-nlp/muril-adapted-local","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","pytorch","tf","jax","safetensors","bert","fill-mask","en","hi","bn","ta","as","gu","kn","ks","ml","mr","ne","or","pa"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","bin","h5","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","hi","bn","ta","as","gu","kn","ks","ml","mr","ne","or"],"sourceUrl":"https://huggingface.co/monsoon-nlp/muril-adapted-local","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["language","license"],"semanticText":"fill-mask transformers llm model en hi bn ta as gu kn ks ml mr ne or safetensors","semanticTerms":["fill-mask","transformers","llm","model","en","hi","bn","ta","as","gu","kn","ks","ml","mr","ne","or","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":202},{"lfs":false,"path":"LICENSE","sizeBytes":11358},{"lfs":false,"path":"README.md","sizeBytes":865},{"lfs":false,"path":"config.json","sizeBytes":411},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":951027451},{"lfs":true,"path":"model.safetensors","sizeBytes":953416988},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":953475371},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":113},{"lfs":true,"path":"tf_model.h5","sizeBytes":950437425},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":181},{"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":3811533364,"sizeKnown":true,"sizeLabel":"3.5 GB","sizeReason":"","declaredSizeBytes":3811533364,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":23,"stars":2,"citations":0,"updatedAt":"2026-09-03T04:33:20.268Z","createdAt":"2026-06-30T19:26:02.357Z","version":"hf-main","upstream":{"gated":false,"repoId":"monsoon-nlp/muril-adapted-local","private":false,"repoUrl":"https://huggingface.co/monsoon-nlp/muril-adapted-local","disabled":false,"provider":"huggingface","repoType":"model","revision":"3dd1c4aee678f514baf976ecf6b6d7d04d196d56","fetchedAt":"2026-09-03T02:01:36.464Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T04:33:20.268Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":7,"mirroredBytes":956592915,"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_64a30590031a7c1e8bb99e80f4171c1742f195e4c68ab073fdf9372b36036329","artifactId":"hf-model-monsoon-nlp-muril-adapted-local","representationId":"rep-2a44dd959e101d723de3004a6b05fb80a3a0ee063bf5afd7d96a693ea9dca56a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-2a44dd959e101d723de3004a6b05fb80a3a0ee063bf5afd7d96a693ea9dca56a","artifactId":"hf-model-monsoon-nlp-muril-adapted-local","format":"safetensors","source":{"provider":"huggingface","identity":"monsoon-nlp/muril-adapted-local","revision":"3dd1c4aee678f514baf976ecf6b6d7d04d196d56","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11358,"sha256":"sha256:cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6041b9215207ff2b63c688fdf33fe708f05538646bfd4ca541d14f73cde7a6a0"},{"path":"README.md","role":"support","sizeBytes":865,"sha256":"sha256:3d3c957a604a38b757776664574e10f51e69ecf602ce0c4d82aeca36c32932a1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:32bacc323f4ee8895b0c36ba456eff6460f244206aa2b9cb9660952040efea09"},{"path":"config.json","role":"config","sizeBytes":411,"sha256":"sha256:be7bd5c3ffdc23ce6151d589b6844a9fe488beab2324ac854060ae6ba61fd1af","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:57c6b94fba06ad3d58708eaf0fa91e0d754261d9c86dbd0333e7d3623612150c"},{"path":"model.safetensors","role":"weight","sizeBytes":953416988,"sha256":"sha256:b3c105ace93ea6af92ba207bd94d92eabcd5ca0081dc9943edb40b9248168ea6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:490cf41950108a789e1226ce10c07790ef5b3101c6cb26e06889f6ef9fcad283"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":113,"sha256":"sha256:88bbdf754dd64c44fff9e61b2c7d4380ded1bdf5c6d386be827ee28d79596cb9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1cd3df1ae5c1180d265908cfab6e418fdfb454ff19702c81f1c6b5ef20d5ad3a"},{"path":"tokenizer_config.json","role":"config","sizeBytes":181,"sha256":"sha256:4f0e62ce031e6015ffd59a8e11ec0c0c9e1958f7d0f1ba3b9d904679589313f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a07a9c825048edca907e91a6e241570c94adcd50eecf7958e5a85e79a7977622"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":3162999,"sha256":"sha256:b96cc938b4009d063a605930cb82aef2c91ee52a94e94e6fcb78510d4ee5310b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5a119aa378503518b0d08284bd22bc4498950536ef1c3c8dfdb73ca014e9d231"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e1fb2f02b7913c0a04718f438793ff5d5ac6c5de2379ddc82da4a05fe3678173","representationDigest":"sha256:19378e975590eed55312368f835bbf12be9568014b978a8405c4dc08a45ddd71","evidenceSnapshotDigest":"sha256:093f997fd8fb46dc8113a45709bfcf19f2c23619f34a8c627002ab9a3e957bfd","evaluatedAt":"2026-09-03T04:33:20.513Z","authorityVersion":"sha256:80d717c16e43b79531a8bb64216254e7652ea1a9576b03e81f585dadecb9e0f6","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:36.500Z","evidence_url":"/api/manifests/hf-model-monsoon-nlp-muril-adapted-local"}},"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":11,"publicDownloadableFileCount":7,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3811533364,"label":"3.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":23,"upstreamStars":2,"label":"23 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":"monsoon-nlp/muril-adapted-local"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: monsoon-nlp/muril-adapted-local","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"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-monsoon-nlp-muril-adapted-local/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"monsoon-nlp/muril-adapted-local"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:36.500Z","evidence_url":"/api/manifests/hf-model-monsoon-nlp-muril-adapted-local"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-monsoon-nlp-muril-adapted-local/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-monsoon-nlp-muril-adapted-local","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/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":"monsoon-nlp/muril-adapted-local"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/11 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: monsoon-nlp/muril-adapted-local","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":4,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-monsoon-nlp-muril-adapted-local/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-monsoon-nlp-muril-adapted-local","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/distribution"},"supportedClaims":["monsoon-nlp/muril-adapted-local has 0 self-reported, unqualified Hugging Bay community reviews.","monsoon-nlp/muril-adapted-local has 0 self-reported run claims; none qualify verification during limited availability.","monsoon-nlp/muril-adapted-local 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-monsoon-nlp-muril-adapted-local/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-monsoon-nlp-muril-adapted-local"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-monsoon-nlp-muril-adapted-local/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."}}