{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T17:56:25.135Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-kevin-sandy-indobert-emotion-classification-twitter","repo":"kevin-sandy/indobert-emotion-classification-twitter","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":498521120,"readinessCheckedAt":"2026-10-30T16:58:13.195Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":498521120,"readinessCheckedAt":"2026-10-30T16:58:13.195Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-kevin-sandy-indobert-emotion-classification-twitter","owner":"kevin-sandy","name":"indobert-emotion-classification-twitter","repo":"kevin-sandy/indobert-emotion-classification-twitter","type":"llm","summary":"Model from Hugging Face for text classification: kevin-sandy/indobert-emotion-classification-twitter · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":501312387,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"kevin-sandy","sourceUrl":"https://huggingface.co/kevin-sandy/indobert-emotion-classification-twitter","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","safetensors","bert","text-classification","emotion-classification","indobert","indonesian-nlp","twitter","id","base_model:indobenchmark/indobert-base-p1","base_model:finetune:indobenchmark/indobert-base-p1","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","llm","accuracy","precision","recall","f1"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jpg","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","precision","recall","f1"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["id"],"sourceUrl":"https://huggingface.co/kevin-sandy/indobert-emotion-classification-twitter","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model id accuracy precision recall f1 safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","id","accuracy","precision","recall","f1","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1569},{"lfs":false,"path":"README.md","sizeBytes":5929},{"lfs":false,"path":"config.json","sizeBytes":1373},{"lfs":true,"path":"flowchart.jpg","sizeBytes":2784433},{"lfs":true,"path":"model.safetensors","sizeBytes":497804300},{"lfs":false,"path":"tokenizer.json","sizeBytes":709124},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":394},{"lfs":true,"path":"training_args.bin","sizeBytes":5265}],"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":501312387,"sizeKnown":true,"sizeLabel":"478.1 MB","sizeReason":"","declaredSizeBytes":501312387,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":94,"stars":0,"citations":0,"updatedAt":"2026-09-04T03:18:05.130Z","createdAt":"2026-06-30T04:08:49.830Z","version":"hf-main","upstream":{"gated":false,"repoId":"kevin-sandy/indobert-emotion-classification-twitter","private":false,"repoUrl":"https://huggingface.co/kevin-sandy/indobert-emotion-classification-twitter","disabled":false,"provider":"huggingface","repoType":"model","revision":"22fc95f44de3468f57b285a584ed69590cd53432","fetchedAt":"2026-09-03T22:50:09.742Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-04T03:18:05.130Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":498521120,"mirroredFiles":5,"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_176f9d905805ed1674eb6c4227d88c908c665ba2ea16da3c1d1e80774144abe2","artifactId":"hf-model-kevin-sandy-indobert-emotion-classification-twitter","representationId":"rep-d683e011bb1808316c3d5555c12f08e77bbafcdc75925ca664536353b2c92480","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d683e011bb1808316c3d5555c12f08e77bbafcdc75925ca664536353b2c92480","artifactId":"hf-model-kevin-sandy-indobert-emotion-classification-twitter","format":"safetensors","source":{"provider":"huggingface","identity":"kevin-sandy/indobert-emotion-classification-twitter","revision":"22fc95f44de3468f57b285a584ed69590cd53432","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":5929,"sha256":"sha256:688ad5361e1e2aff49b7042f3a0bd0fcd9dc4eea6dd659a2e757ca2db7e746ea","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:23089a8b3aa040eac0aad4c7523295f9604d1da09c7cdcb675dd24b22d0b559f"},{"path":"config.json","role":"config","sizeBytes":1373,"sha256":"sha256:f913691dc0f94638d545c4864c91424133f68c067b301a12b7af097edd6df6d7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:471ebdec77eef261d8f991b0952eca0117e50853eca900f9b138b48e93b10b24"},{"path":"model.safetensors","role":"weight","sizeBytes":497804300,"sha256":"sha256:b4ec8663370b82761ae201cd77bd8931ad008f6a04fb9531cac5d8c0ade64771","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1d135fed929583d172a193779e3aeb36de705d2b4eeb5878d3fd1080823aa241"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":709124,"sha256":"sha256:481c414636b12145bb2f5388851eac9bbc1103bfa79ba06cae122f4321e0aba9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b02245aabdbc817be489cf18791bab0922c7bc394bcab947fc9c3e10ae7f5389"},{"path":"tokenizer_config.json","role":"config","sizeBytes":394,"sha256":"sha256:81d76ff64c6837a77a26739668e51d61831f35d35e8a7043673b2c614a43c982","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e886f40b85e222f76b321e5cf14a579bc6a8e0550339f9e2a16c2891da90b929"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:decf89dfee9b35c4503baef77dcd648aa3eba34dcd18624b31c409268bfdc324","representationDigest":"sha256:8ac789fa5e299ff5a4ab844070d037e74ed61266cfc4d978a411c5376d2d0a83","evidenceSnapshotDigest":"sha256:f0651082a75f30cf337d0dfd7e2e8c84e481a6904470f0130eda76a65a49a8c4","evaluatedAt":"2026-09-04T03:18:05.452Z","authorityVersion":"sha256:1222b31eaf46bb5eac59df891c621e9791ea40cdf1c35d416caeace2e7257253","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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:13.195Z","evidence_url":"/api/manifests/hf-model-kevin-sandy-indobert-emotion-classification-twitter"}},"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":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":501312387,"label":"478.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":94,"upstreamStars":0,"label":"94 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":"kevin-sandy/indobert-emotion-classification-twitter"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: apache-2.0","Provenance: kevin-sandy/indobert-emotion-classification-twitter","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"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-kevin-sandy-indobert-emotion-classification-twitter/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"kevin-sandy/indobert-emotion-classification-twitter"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T16:58:13.195Z","evidence_url":"/api/manifests/hf-model-kevin-sandy-indobert-emotion-classification-twitter"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-kevin-sandy-indobert-emotion-classification-twitter/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kevin-sandy-indobert-emotion-classification-twitter","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/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":"kevin-sandy/indobert-emotion-classification-twitter"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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: apache-2.0","Provenance: kevin-sandy/indobert-emotion-classification-twitter","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-kevin-sandy-indobert-emotion-classification-twitter/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-kevin-sandy-indobert-emotion-classification-twitter","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/distribution"},"supportedClaims":["kevin-sandy/indobert-emotion-classification-twitter has 0 self-reported, unqualified Hugging Bay community reviews.","kevin-sandy/indobert-emotion-classification-twitter has 0 self-reported run claims; none qualify verification during limited availability.","kevin-sandy/indobert-emotion-classification-twitter 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-kevin-sandy-indobert-emotion-classification-twitter/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-kevin-sandy-indobert-emotion-classification-twitter"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-kevin-sandy-indobert-emotion-classification-twitter/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."}}