{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T08:18:39.292Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-bardsai-twitter-sentiment-pl-base","repo":"bardsai/twitter-sentiment-pl-base","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:17:12.773Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T08:17:12.773Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-bardsai-twitter-sentiment-pl-base","owner":"bardsai","name":"twitter-sentiment-pl-base","repo":"bardsai/twitter-sentiment-pl-base","type":"llm","summary":"Model from Hugging Face for text classification: bardsai/twitter-sentiment-pl-base · transformers","cardDescription":"Sorts text into categories.","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":"cc-by-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"allegro/herbert-base-cased"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"allegro/herbert-base-cased","field":"baseModel"}],"parameters":null,"size":{"bytes":999430175,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"bardsai","sourceUrl":"https://huggingface.co/bardsai/twitter-sentiment-pl-base","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","text-classification","sentiment-analysis","twitter","polish","herbert","pl","dataset:tweet_eval","base_model:allegro/herbert-base-cased","base_model:finetune:allegro/herbert-base-cased","license:cc-by-4.0","model-index","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","llm"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":"allegro/herbert-base-cased","derivedFrom":"allegro/herbert-base-cased","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":["f1","accuracy","precision","recall"],"datasets":["tweet_eval"],"paperIds":[],"repoType":"model","baseModel":"allegro/herbert-base-cased","languages":["pl"],"sourceUrl":"https://huggingface.co/bardsai/twitter-sentiment-pl-base","evalResults":[{"task":"Sentiment Analysis","score":"0.658","metric":"F1 (macro)","verified":false,"benchmark":"TweetEval (translated to Polish)"},{"task":"Sentiment Analysis","score":"0.655","metric":"Precision (macro)","verified":false,"benchmark":"TweetEval (translated to Polish)"},{"task":"Sentiment Analysis","score":"0.662","metric":"Recall (macro)","verified":false,"benchmark":"TweetEval (translated to Polish)"},{"task":"Sentiment Analysis","score":"0.662","metric":"Accuracy","verified":false,"benchmark":"TweetEval (translated to Polish)"}],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"text-classification transformers llm model pl tweet_eval f1 accuracy precision recall allegro/herbert-base-cased twitter-sentiment-pl-base safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","pl","tweet_eval","f1","accuracy","precision","recall","allegro/herbert-base-cased","twitter-sentiment-pl-base","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1477},{"lfs":false,"path":"README.md","sizeBytes":6421},{"lfs":false,"path":"config.json","sizeBytes":904},{"lfs":false,"path":"merges.txt","sizeBytes":555533},{"lfs":true,"path":"model.safetensors","sizeBytes":497808496},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":497853557},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":144},{"lfs":false,"path":"tokenizer.json","sizeBytes":2296291},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":368},{"lfs":false,"path":"vocab.json","sizeBytes":906984}],"modelIndexNames":["twitter-sentiment-pl-base"]},"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":999430175,"sizeKnown":true,"sizeLabel":"953.1 MB","sizeReason":"","declaredSizeBytes":999430175,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":2033,"stars":4,"citations":0,"updatedAt":"2026-08-29T04:16:29.984Z","createdAt":"2026-06-30T02:09:45.692Z","version":"hf-main","upstream":{"gated":false,"repoId":"bardsai/twitter-sentiment-pl-base","private":false,"repoUrl":"https://huggingface.co/bardsai/twitter-sentiment-pl-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"612331865c33e03b87522600ca34b1425c400e90","fetchedAt":"2026-08-29T04:12:36.001Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-29T04:16:29.984Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"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_dcd2a99ccc3f18bb9cb000d2aa64aacf7200840821c36e1ab6d15e6815be7d9b","artifactId":"hf-model-bardsai-twitter-sentiment-pl-base","representationId":"rep-d2367ad493da37945af45c751181f4f7a03e32b7742818c977ae4763f2797f96","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d2367ad493da37945af45c751181f4f7a03e32b7742818c977ae4763f2797f96","artifactId":"hf-model-bardsai-twitter-sentiment-pl-base","format":"safetensors","source":{"provider":"huggingface","identity":"bardsai/twitter-sentiment-pl-base","revision":"612331865c33e03b87522600ca34b1425c400e90","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":6421,"sha256":"sha256:bf3a8c6c6851cc86b1d5998ac5ea0c3336b4630ef084fddbb1899ddc79f32711","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4dc9b48c82be3199b67d2a09fa5036075bde31d859df29fe450bd3d98730ea3f"},{"path":"config.json","role":"config","sizeBytes":904,"sha256":"sha256:654a5a19993fdf28db5d0485093d7316bda6efd5e5c32faa60fbeb9da1bfad45","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:51b3048c5c597ce442f77105d217fee301c707928b1278cc00f28468d247a9a2"},{"path":"merges.txt","role":"tokenizer","sizeBytes":555533,"sha256":"sha256:71fe440e3f6f049797dc0b7d161d8226575419ace15cb1d03f19d53b100c8e48","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d794fed4d6a3df672d018d2f1c5464ed77d583cddf7945de1226b2d86eab88e3"},{"path":"model.safetensors","role":"weight","sizeBytes":497808496,"sha256":"sha256:a1f47572143221e1ee8b460b402ea062111e4d3621e4ad42ab9f22e2822f8aa9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fba285e7749086bb6cfc03667123bd1eefec4c59d8de0dc18bb84b4d49d8ad8e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":144,"sha256":"sha256:72dd7357a4df84178478721d281129b0a1866318d4d895fee86e98171bb1c2e7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:245e399c3c95dc025270309c931b79304e890d32289e0ac0cb6a40de6533b32a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2296291,"sha256":"sha256:957e2ad23eaaa7241268cba42bac94f067001d84a67f2bc6a75beda1d24e0c6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:df9c73426c74734c8546c0b6386eb24033ff97b4563676a02902228c508963b1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":368,"sha256":"sha256:744460235c45d30759b72557f45c50b1d604243aeffebb3e0c04c7fc61056a20","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:52e5e4a0954602a54f041e6c8625fc688aa34a04de99e8a3ca26e97871f9d78a"},{"path":"vocab.json","role":"tokenizer","sizeBytes":906984,"sha256":"sha256:f0897d91af9accfefba115495cdaed9989d48934be7cf3112684c4c6e08cc8e5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d354c20489bf223ed7d89c1235b9acbe6ea7edc40cad926e75f4612bd2bb3158"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b49c8a943010f689e0ed8b512ac4267b36256834d35c3626b87a2324122a6335","representationDigest":"sha256:cac6bb771e637acb1459fb584b83cda5c0638aca44d3bf080f717461187c9daf","evidenceSnapshotDigest":"sha256:dd96fee20342a296e84659fdbdcb5d9107525f52539b5f23375deee9920b3d51","evaluatedAt":"2026-08-29T04:16:30.221Z","authorityVersion":"sha256:ccbadb049c475b278ca47e048c0bd654c6bb7febc6132c6fb02dd2535bdd2493","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T08:17:12.773Z","evidence_url":"/api/manifests/hf-model-bardsai-twitter-sentiment-pl-base"}},"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":10,"publicDownloadableFileCount":0,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":999430175,"label":"953.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2033,"upstreamStars":4,"label":"2.0K 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":"bardsai/twitter-sentiment-pl-base"},{"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: cc-by-4.0","Provenance: bardsai/twitter-sentiment-pl-base","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":10,"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-bardsai-twitter-sentiment-pl-base/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"bardsai/twitter-sentiment-pl-base"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T08:17:12.773Z","evidence_url":"/api/manifests/hf-model-bardsai-twitter-sentiment-pl-base"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-bardsai-twitter-sentiment-pl-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-bardsai-twitter-sentiment-pl-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/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":"bardsai/twitter-sentiment-pl-base"},{"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: cc-by-4.0","Provenance: bardsai/twitter-sentiment-pl-base","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":10,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-bardsai-twitter-sentiment-pl-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-bardsai-twitter-sentiment-pl-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/distribution"},"supportedClaims":["bardsai/twitter-sentiment-pl-base has 0 self-reported, unqualified Hugging Bay community reviews.","bardsai/twitter-sentiment-pl-base has 0 self-reported run claims; none qualify verification during limited availability.","bardsai/twitter-sentiment-pl-base 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-bardsai-twitter-sentiment-pl-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-bardsai-twitter-sentiment-pl-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-bardsai-twitter-sentiment-pl-base/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."}}