{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-24T03:32:20.412Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-seara-rubert-tiny2-russian-sentiment","repo":"seara/rubert-tiny2-russian-sentiment","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":120299597,"readinessCheckedAt":"2026-10-24T03:30:12.450Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":6,"mirroredBytes":120299597,"readinessCheckedAt":"2026-10-24T03:30:12.450Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-seara-rubert-tiny2-russian-sentiment","owner":"seara","name":"rubert-tiny2-russian-sentiment","repo":"seara/rubert-tiny2-russian-sentiment","type":"llm","summary":"Model from Hugging Face for text classification: seara/rubert-tiny2-russian-sentiment · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":470769242,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"seara","sourceUrl":"https://huggingface.co/seara/rubert-tiny2-russian-sentiment","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","pytorch","tf","jax","safetensors","bert","text-classification","sentiment-analysis","multi-class-classification","sentiment analysis","rubert","sentiment","tiny","russian","multiclass","classification","ru","dataset:sismetanin/rureviews","dataset:rusentiment","dataset:liniscrowd2015"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","msgpack","safetensors","bin","h5","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["f1","roc_auc","precision","recall"],"datasets":["sismetanin/rureviews","RuSentiment","LinisCrowd2015","LinisCrowd2016","KaggleRussianNews"],"paperIds":[],"repoType":"model","baseModel":"","languages":["ru"],"sourceUrl":"https://huggingface.co/seara/rubert-tiny2-russian-sentiment","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["datasets","language","license","metrics","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model ru sismetanin/rureviews rusentiment liniscrowd2015 liniscrowd2016 kagglerussiannews f1 roc_auc precision recall safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","ru","sismetanin/rureviews","rusentiment","liniscrowd2015","liniscrowd2016","kagglerussiannews","f1","roc_auc","precision","recall","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":2247},{"lfs":false,"path":"config.json","sizeBytes":911},{"lfs":true,"path":"flax_model.msgpack","sizeBytes":116780932},{"lfs":true,"path":"model.safetensors","sizeBytes":116801868},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":116813471},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":true,"path":"tf_model.h5","sizeBytes":116873640},{"lfs":false,"path":"tokenizer.json","sizeBytes":2413536},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":368},{"lfs":false,"path":"vocab.txt","sizeBytes":1080667}],"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":470769242,"sizeKnown":true,"sizeLabel":"449.0 MB","sizeReason":"","declaredSizeBytes":470769242,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":38009,"stars":35,"citations":0,"updatedAt":"2026-08-28T14:17:31.440Z","createdAt":"2026-06-29T22:24:00.496Z","version":"hf-main","upstream":{"gated":false,"repoId":"seara/rubert-tiny2-russian-sentiment","private":false,"repoUrl":"https://huggingface.co/seara/rubert-tiny2-russian-sentiment","disabled":false,"provider":"huggingface","repoType":"model","revision":"ad9be38671d4444945734cce7cdaadacc5002cc4","fetchedAt":"2026-08-28T14:12:59.392Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T14:17:31.440Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":6,"mirroredBytes":120299597,"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_b3e65a66218077f9a2e1be72da3d660d505d9e2783ae3f24885549a1efac50b0","artifactId":"hf-model-seara-rubert-tiny2-russian-sentiment","representationId":"rep-8e43537d138fb06d6dac8354a41b4d43d5763a9937a14b779e5d2ed48f3cabe9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-8e43537d138fb06d6dac8354a41b4d43d5763a9937a14b779e5d2ed48f3cabe9","artifactId":"hf-model-seara-rubert-tiny2-russian-sentiment","format":"safetensors","source":{"provider":"huggingface","identity":"seara/rubert-tiny2-russian-sentiment","revision":"ad9be38671d4444945734cce7cdaadacc5002cc4","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":2247,"sha256":"sha256:6d40b402ca42f3592e52766e300b41d4c557aaae0bafb39bdfe41134b2f356eb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d1510c5bd37121ab6305d5372cfbb2f4374314ae5a6305af28f0271c4b099f39"},{"path":"config.json","role":"config","sizeBytes":911,"sha256":"sha256:3b680574fc79d5c2a314600ba3d0c216cd9e65f86f2049dec5972ab2fcb6dbcc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:55e988c7d635248e6569676561370d13d2121178da185e5f99d87cc64fc980cc"},{"path":"model.safetensors","role":"weight","sizeBytes":116801868,"sha256":"sha256:989424a83d6816d853571fd48926906f723c28d65b962d31ceca6029781c737e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:23a575acc115b07511e87a0aff61b6af4899e7366235bfa57b5bc1b27b65ec9c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f5d2f507b7e54bd15976a06729558a3852515feebdae71462f885dfbcacde815"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2413536,"sha256":"sha256:ce51cde5df60ecb167abec4c90db11360482150628f7a91f3e316df6d6ff6f6f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:51f90be6bb50414895c937b5d251a9e1532aa585d4b7c7fdeffb397e1e515a48"},{"path":"tokenizer_config.json","role":"config","sizeBytes":368,"sha256":"sha256:4466c2e475c434d35bce0f4a46f918730155386b50582fa3742b7b7d67897e96","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9b3fdcfe41e4bcb994b7b70dc780d7701bfa22ed5d31558a3b2e67bc6cc5db27"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":1080667,"sha256":"sha256:f056a69b097422652053bf87565c35543e5d81540ca4b7dddd28de4157a969e0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a713972b9aa6084ba8f6774731196e4d81ea029d4a56841e5327b1dd2e706b88"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:7792ebb7c48c227913a23d416d7b36a71a2e8435fa3323e55c54dbd61e3e8615","representationDigest":"sha256:f463ed695758cb1ce1004aa5e11c6a1463a43158baf15f63a9b897c58e847c51","evidenceSnapshotDigest":"sha256:b9dcbde618fc7bb2b3876b207aae082b645a458c74fd5036b3cfc5d8a5cc9208","evaluatedAt":"2026-08-28T14:17:31.676Z","authorityVersion":"sha256:f94e67e1393ffd0009a27052e41a377d129a80ddf790124e29ce1c27d154f2b8","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":10,"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":10,"publicDownloadableFileCount":6,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":470769242,"label":"449.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":38009,"upstreamStars":35,"label":"38K 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"seara/rubert-tiny2-russian-sentiment"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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: mit","Provenance: seara/rubert-tiny2-russian-sentiment","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"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-seara-rubert-tiny2-russian-sentiment/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"seara/rubert-tiny2-russian-sentiment"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-seara-rubert-tiny2-russian-sentiment/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-seara-rubert-tiny2-russian-sentiment","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"seara/rubert-tiny2-russian-sentiment"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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: mit","Provenance: seara/rubert-tiny2-russian-sentiment","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-seara-rubert-tiny2-russian-sentiment/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-seara-rubert-tiny2-russian-sentiment","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/distribution"},"supportedClaims":["seara/rubert-tiny2-russian-sentiment has 0 self-reported, unqualified Hugging Bay community reviews.","seara/rubert-tiny2-russian-sentiment has 0 self-reported run claims; none qualify verification during limited availability.","seara/rubert-tiny2-russian-sentiment 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-seara-rubert-tiny2-russian-sentiment/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-seara-rubert-tiny2-russian-sentiment"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-seara-rubert-tiny2-russian-sentiment/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."}}