{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T00:53:27.996Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ahs95-banglabert-sentiment-analysis","repo":"ahs95/banglabert-sentiment-analysis","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":444076828,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":444076828,"readinessCheckedAt":"2026-10-29T00:44:26.040Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ahs95-banglabert-sentiment-analysis","owner":"ahs95","name":"banglabert-sentiment-analysis","repo":"ahs95/banglabert-sentiment-analysis","type":"llm","summary":"Model from Hugging Face for text classification: ahs95/banglabert-sentiment-analysis · 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":444078347,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ahs95","sourceUrl":"https://huggingface.co/ahs95/banglabert-sentiment-analysis","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","electra","text-classification","sentiment-analysis","bengali","bangla","multilabel-classification","bn","dataset:sayedshaun/sentigold","arxiv:2306.06147","base_model:csebuetnlp/banglabert","base_model:finetune:csebuetnlp/banglabert","license:apache-2.0","endpoints_compatible","region:us","llm","sayedshaun/sentigold","accuracy","f1"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","f1"],"datasets":["SayedShaun/sentigold"],"paperIds":["2306.06147"],"repoType":"model","baseModel":"","languages":["bn"],"sourceUrl":"https://huggingface.co/ahs95/banglabert-sentiment-analysis","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","pipeline_tag","tags"],"semanticText":"text-classification transformers llm model bn sayedshaun/sentigold accuracy f1 safetensors","semanticTerms":["text-classification","transformers","llm","model","bn","sayedshaun/sentigold","accuracy","f1","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":5202},{"lfs":false,"path":"config.json","sizeBytes":1019},{"lfs":true,"path":"model.safetensors","sizeBytes":442508900},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":125},{"lfs":false,"path":"tokenizer.json","sizeBytes":1031938},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1328},{"lfs":false,"path":"vocab.txt","sizeBytes":528316}],"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":444078347,"sizeKnown":true,"sizeLabel":"423.5 MB","sizeReason":"","declaredSizeBytes":444078347,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":109,"stars":1,"citations":0,"updatedAt":"2026-09-03T02:09:27.225Z","createdAt":"2026-06-30T04:03:06.847Z","version":"hf-main","upstream":{"gated":false,"repoId":"ahs95/banglabert-sentiment-analysis","private":false,"repoUrl":"https://huggingface.co/ahs95/banglabert-sentiment-analysis","disabled":false,"provider":"huggingface","repoType":"model","revision":"2f7a76ef736b46c04b76f040273655b447abcc84","fetchedAt":"2026-09-03T01:02:54.746Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T02:09:27.225Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":7,"mirroredBytes":444076828,"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_a2c9ac92f3f63b5180736bc3384e53202f2d5176528575cd32112f47aae06004","artifactId":"hf-model-ahs95-banglabert-sentiment-analysis","representationId":"rep-c9a16431dcd9aedf7feb364707129b2442cd0ed1df55d8592a63f79aa3fd9d7f","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c9a16431dcd9aedf7feb364707129b2442cd0ed1df55d8592a63f79aa3fd9d7f","artifactId":"hf-model-ahs95-banglabert-sentiment-analysis","format":"safetensors","source":{"provider":"huggingface","identity":"ahs95/banglabert-sentiment-analysis","revision":"2f7a76ef736b46c04b76f040273655b447abcc84","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":5202,"sha256":"sha256:c5c2d940b6899dcb43b1fffb0996d1872613935295b343a775912c08127c9cd8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:312bafd0738f0113ac9a9409fea715201beb0d9ef9988f92abc8225adb0a5044"},{"path":"config.json","role":"config","sizeBytes":1019,"sha256":"sha256:5311976a76f182e19aaaf410437957d6a3dd36a67744146310a74ccfaf292a4c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6dfee448a7814d4e244a8ef96ccc847c5051f2923ce59abfd58ceeffbbf65484"},{"path":"model.safetensors","role":"weight","sizeBytes":442508900,"sha256":"sha256:669a4b4bfee44ae9901cbbc048ab06d28cbcbfc0eaad0ea9a6f7f5cbba8a876e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aa3f3edd219eedbf418c80a43d909d6f1bc16a707c26e086dd58f25ae0b6e58d"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:cc64bc4d202c3c6e1897f9badc034b1c81c130ef4900fbec778629dbe9c1a53d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1031938,"sha256":"sha256:de352cc9b171ad6501671214dd9f413abca5895257facc8a58678f25d0124022","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d8dd462d361ea42dc9660389eed60d76d78ba456419f598bbb91afcefa10319b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1328,"sha256":"sha256:8c80c9856d581b3d7c2e680c05e1c306f43fff806b10993f955f481410b51e18","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8048540034d33d02c775b59a7e6c45ee30b272a368323c34005ef371f68ff993"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":528316,"sha256":"sha256:3914b2a56901adf9a8ec771a52291a45421bd7bc5c13ed5154335e2d065bf1b6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:74e4335067cef07ee5164c7dfe2014f0f64fa0ebeb0ecc6316d3091574e91c32"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5898752901dc2528127b26afa06cd8e53a086dbdade4fad56722b3ec598c95b0","representationDigest":"sha256:4d59cb37c925175af1a1f6eac4d32287b8dc17329437c7192e0865974f7791f1","evidenceSnapshotDigest":"sha256:e93513ccdec14a63e26ac371ea935a9e9abed0e8f6295c6d85280bacf289657c","evaluatedAt":"2026-09-03T02:09:27.479Z","authorityVersion":"sha256:0cd466d14b08368868fb65a8446220a92ba40e5843ea16239e89f22595b72900","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":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-ahs95-banglabert-sentiment-analysis"}},"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":7,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":444078347,"label":"423.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":109,"upstreamStars":1,"label":"109 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":"ahs95/banglabert-sentiment-analysis"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/8 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: ahs95/banglabert-sentiment-analysis","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":1,"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-ahs95-banglabert-sentiment-analysis/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ahs95/banglabert-sentiment-analysis"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:44:26.040Z","evidence_url":"/api/manifests/hf-model-ahs95-banglabert-sentiment-analysis"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ahs95-banglabert-sentiment-analysis/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahs95-banglabert-sentiment-analysis","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/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":"ahs95/banglabert-sentiment-analysis"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/8 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: ahs95/banglabert-sentiment-analysis","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":1,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ahs95-banglabert-sentiment-analysis/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahs95-banglabert-sentiment-analysis","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/distribution"},"supportedClaims":["ahs95/banglabert-sentiment-analysis has 0 self-reported, unqualified Hugging Bay community reviews.","ahs95/banglabert-sentiment-analysis has 0 self-reported run claims; none qualify verification during limited availability.","ahs95/banglabert-sentiment-analysis 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-ahs95-banglabert-sentiment-analysis/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahs95-banglabert-sentiment-analysis"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ahs95-banglabert-sentiment-analysis/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."}}