{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T10:11:41.102Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-danishmahdi-avey-b-snd","repo":"DanishMahdi/avey-b-snd","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:44:30.249Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T09:44:30.249Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-danishmahdi-avey-b-snd","owner":"DanishMahdi","name":"avey-b-snd","repo":"DanishMahdi/avey-b-snd","type":"llm","summary":"Model from Hugging Face for fill mask: DanishMahdi/avey-b-snd · 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":100326503,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"DanishMahdi","sourceUrl":"https://huggingface.co/DanishMahdi/avey-b-snd","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","avey-b","fill-mask","sindhi","masked-language-modeling","encoder","custom_code","sd","dataset:hplt/hplt3.0","dataset:unimelb-nlp/wikiann","license:apache-2.0","model-index","region:us","llm","hplt/hplt3.0","unimelb-nlp/wikiann","avey-b sindhi 25m"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","json","md","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["HPLT/HPLT3.0","unimelb-nlp/wikiann"],"paperIds":[],"repoType":"model","baseModel":"","languages":["sd"],"sourceUrl":"https://huggingface.co/DanishMahdi/avey-b-snd","evalResults":[{"task":"Sindhi named-entity recognition","score":"0.415893","metric":"Entity F1","verified":false,"benchmark":"WikiANN Sindhi"}],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["datasets","language","library_name","license","model-index","pipeline_tag","tags","widget"],"semanticText":"fill-mask transformers llm model sd hplt/hplt3.0 unimelb-nlp/wikiann avey-b sindhi 25m safetensors","semanticTerms":["fill-mask","transformers","llm","model","sd","hplt/hplt3.0","unimelb-nlp/wikiann","avey-b sindhi 25m","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":11339},{"lfs":false,"path":"MANIFEST.json","sizeBytes":1350},{"lfs":false,"path":"README.md","sizeBytes":7887},{"lfs":false,"path":"config.json","sizeBytes":741},{"lfs":false,"path":"configuration_avey.py","sizeBytes":703},{"lfs":false,"path":"evaluation_results.json","sizeBytes":4730},{"lfs":false,"path":"fertility_check.json","sizeBytes":52},{"lfs":true,"path":"model.safetensors","sizeBytes":99470432},{"lfs":false,"path":"modeling_avey.py","sizeBytes":10401},{"lfs":false,"path":"tokenizer.json","sizeBytes":817081},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":268}],"modelIndexNames":["Avey-B Sindhi 25M"]},"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":100326503,"sizeKnown":true,"sizeLabel":"95.7 MB","sizeReason":"","declaredSizeBytes":100326503,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":68,"stars":0,"citations":0,"updatedAt":"2026-09-24T18:30:37.348Z","createdAt":"2026-09-24T18:30:08.063Z","version":"hf-main","upstream":{"gated":false,"repoId":"DanishMahdi/avey-b-snd","private":false,"repoUrl":"https://huggingface.co/DanishMahdi/avey-b-snd","disabled":false,"provider":"huggingface","repoType":"model","revision":"e90e5bab31ae908bc8ec136774a0e7a1cef95fd7","fetchedAt":"2026-09-24T18:30:08.061Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-24T18:30:37.348Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_c69650cd1dba8afdba65897fd61d770d0f27a369958540c7093d597a0157fb46","artifactId":"hf-model-danishmahdi-avey-b-snd","representationId":"rep-8d08f6ca77810d9c1762594264440929006f015cfee3a8e68eb004c191177ff4","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8d08f6ca77810d9c1762594264440929006f015cfee3a8e68eb004c191177ff4","artifactId":"hf-model-danishmahdi-avey-b-snd","format":"safetensors","source":{"provider":"huggingface","identity":"DanishMahdi/avey-b-snd","revision":"e90e5bab31ae908bc8ec136774a0e7a1cef95fd7","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11339,"sha256":"sha256:abf4c67d6fc4fee59c9fb5289adba4578a9eef9a2adc6e0e02036381a2999625","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5109de138ce1fee805e88120530bd927cc153bcb7fd8a32f5cb9da6816272d52"},{"path":"config.json","role":"config","sizeBytes":741,"sha256":"sha256:591d572ae302cab3e83e4f0ee9020d89189b00017e2d533b11df664c497ed663","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eee9fc58f665b3bd83ee3c0d91e23fc3915b4c55733593c778de4b192e270dfa"},{"path":"model.safetensors","role":"weight","sizeBytes":99470432,"sha256":"sha256:07c3400f242b2b22dc2b29ede38c14e4119f500d8709cdca767cc20caf85fbfa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a916064332502af54219bcc686964d4f3bbb8dda2548dba453eee3a7b424498a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":817081,"sha256":"sha256:b77cce9e4571dd3b966abc977c6317c6449f368398bcaa673b766deb42e1b5d3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0eeedbaeadba534f6c138fd6074bf0bdf7571bad9fe54557e7213f1b0d5ad81e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":268,"sha256":"sha256:8f8f19d776681ebc4b9497d9ba669bf5e2c833bf944c166b8b9aea6bed3a4f27","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3e34627af4cd55080531c6f39c23dfd136f2aa9754b1ece8743c424b923fe734"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:82a90d844a3d39bc75fbf23b0ea52503b72d8b0ee16db81b32277aa4bea0dacf","representationDigest":"sha256:1c72fe6d867e1419f097e055970215f31d4ac6cc176c13f525edd20ecc6a0adc","evidenceSnapshotDigest":"sha256:ff74c0b28074835dabf580364ee3fa9571ab3a050238519f99e01e6abb2d8e66","evaluatedAt":"2026-09-24T18:30:37.727Z","authorityVersion":"sha256:2e7cff706bd0c201e0398d7ab4d655d8da1b9bc838c50ed7e00da930afe42ad8","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:44:30.249Z","evidence_url":"/api/manifests/hf-model-danishmahdi-avey-b-snd"}},"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":"blocked","hosted":false,"fileCount":12,"publicDownloadableFileCount":0,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":100326503,"label":"95.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":68,"upstreamStars":0,"label":"68 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":"DanishMahdi/avey-b-snd"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: DanishMahdi/avey-b-snd","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"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-danishmahdi-avey-b-snd/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"DanishMahdi/avey-b-snd"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T09:44:30.249Z","evidence_url":"/api/manifests/hf-model-danishmahdi-avey-b-snd"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-danishmahdi-avey-b-snd/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-danishmahdi-avey-b-snd","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/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":"DanishMahdi/avey-b-snd"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: DanishMahdi/avey-b-snd","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-danishmahdi-avey-b-snd/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-danishmahdi-avey-b-snd","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/distribution"},"supportedClaims":["DanishMahdi/avey-b-snd has 0 self-reported, unqualified Hugging Bay community reviews.","DanishMahdi/avey-b-snd has 0 self-reported run claims; none qualify verification during limited availability.","DanishMahdi/avey-b-snd 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-danishmahdi-avey-b-snd/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-danishmahdi-avey-b-snd"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-danishmahdi-avey-b-snd/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."}}