{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-22T14:21:44.451Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ajrayman-emotionality-binary","repo":"ajrayman/Emotionality_binary","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":4,"mirroredBytes":739830108,"readinessCheckedAt":"2026-10-22T13:50:01.692Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":4,"mirroredBytes":739830108,"readinessCheckedAt":"2026-10-22T13:50:01.692Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-ajrayman-emotionality-binary","owner":"ajrayman","name":"Emotionality_binary","repo":"ajrayman/Emotionality_binary","type":"llm","summary":"Model from Hugging Face for text classification: ajrayman/Emotionality_binary · 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":"baseModel","value":"microsoft/deberta-v3-base"},{"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":"mit","status":"recorded"},"lineage":[{"repo":"microsoft/deberta-v3-base","field":"baseModel"}],"parameters":null,"size":{"bytes":741093145,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ajrayman","sourceUrl":"https://huggingface.co/ajrayman/Emotionality_binary","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","deberta-v2","text-classification","generated_from_trainer","base_model:microsoft/deberta-v3-base","base_model:finetune:microsoft/deberta-v3-base","license:mit","text-embeddings-inference","endpoints_compatible","region:us","llm","accuracy","precision","recall","f1","microsoft/deberta-v3-base","emotionality_binary"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors","bin"],"baseModel":"microsoft/deberta-v3-base","derivedFrom":"microsoft/deberta-v3-base","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":["accuracy","precision","recall","f1"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"microsoft/deberta-v3-base","languages":[],"sourceUrl":"https://huggingface.co/ajrayman/Emotionality_binary","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","library_name","license","metrics","model-index","tags"],"semanticText":"text-classification transformers llm model accuracy precision recall f1 microsoft/deberta-v3-base emotionality_binary safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","accuracy","precision","recall","f1","microsoft/deberta-v3-base","emotionality_binary","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1844},{"lfs":false,"path":"config.json","sizeBytes":880},{"lfs":false,"path":"merges.txt","sizeBytes":456318},{"lfs":true,"path":"model.safetensors","sizeBytes":737719272},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":false,"path":"tokenizer.json","sizeBytes":2108741},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1215},{"lfs":true,"path":"training_args.bin","sizeBytes":4783},{"lfs":false,"path":"vocab.json","sizeBytes":798293}],"modelIndexNames":["Emotionality_binary"]},"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":741093145,"sizeKnown":true,"sizeLabel":"706.8 MB","sizeReason":"","declaredSizeBytes":741093145,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":97,"stars":0,"citations":0,"updatedAt":"2026-09-24T02:33:24.126Z","createdAt":"2026-09-24T02:31:29.318Z","version":"hf-main","upstream":{"gated":false,"repoId":"ajrayman/Emotionality_binary","private":false,"repoUrl":"https://huggingface.co/ajrayman/Emotionality_binary","disabled":false,"provider":"huggingface","repoType":"model","revision":"af365bb3724c8b87552dd1354e0ed9428a232245","fetchedAt":"2026-09-24T02:31:29.313Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T02:33:24.126Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":4,"mirroredBytes":739830108,"mirroredFiles":4,"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_dff2f195a2e6c8c71a58f82d103d4f585ddf1a80fde7f4f027e4c461c06b8741","artifactId":"hf-model-ajrayman-emotionality-binary","representationId":"rep-ee29137e54b2dcaea49c17acbf32048cc3806d05630485aa0e76a1141504e4a2","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ee29137e54b2dcaea49c17acbf32048cc3806d05630485aa0e76a1141504e4a2","artifactId":"hf-model-ajrayman-emotionality-binary","format":"safetensors","source":{"provider":"huggingface","identity":"ajrayman/Emotionality_binary","revision":"af365bb3724c8b87552dd1354e0ed9428a232245","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":880,"sha256":"sha256:df57ebcb3faa470480d97332be4732292a7a8bcb656d8a2098bde5ef37ca54a8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dabdd74c495be502fe4fdae04ea12911861bab204bf2bfc87490da8e27c289ec"},{"path":"model.safetensors","role":"weight","sizeBytes":737719272,"sha256":"sha256:a2da89228feeb8ab1bd8033058e058e9fa92026e3c7efead9a4597628fa350d0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb3e605f0f0d0e71e58c48c36d0bc92990f9f673540839c40c46091303f0fd09"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0dd60b6ebec84b7e211776206c8857d2ed52c40f80b5a5fbb6f43e010cd4d3fd"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2108741,"sha256":"sha256:33cc637cbb5de97839ed38d29d260e1f00b04f7e1458b01d94297a14e0410e03","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9314768911c98fea4402229dc9e0ec61f0604838fb03c28541c15764949bb45d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1215,"sha256":"sha256:cab32109624013c709099c929de7ae9ddc2abb8905225a9d5373c674a6fea68c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ccf4940775a42f6b0d0ad51a9d5c6f2fc5671cb562b76cd9407e62262dd6cf33"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b375ae3fb11ec1824ed3b58833cc85eaa05499aa5f5cfa3994e391455f18293b","representationDigest":"sha256:c33a184d027c8f37d44ce94b60ccbb09833915916de0bb138556c1c96cc42130","evidenceSnapshotDigest":"sha256:1a46cf704cbae1ccce9706b4bd60ea6128c9e4d5f28846c6b5d11e030685d783","evaluatedAt":"2026-09-24T02:33:24.410Z","authorityVersion":"sha256:f863bc4a716b01262fe10e92e00eaca8dda677c28801435cc1ab17daf92c186f","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"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":9,"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":9,"publicDownloadableFileCount":4,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":741093145,"label":"706.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":97,"upstreamStars":0,"label":"97 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":"ajrayman/Emotionality_binary"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/9 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: ajrayman/Emotionality_binary","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":5,"totalFiles":9},"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-ajrayman-emotionality-binary/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ajrayman/Emotionality_binary"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ajrayman-emotionality-binary/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ajrayman-emotionality-binary","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/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":"ajrayman/Emotionality_binary"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/9 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: ajrayman/Emotionality_binary","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":5,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ajrayman-emotionality-binary/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ajrayman-emotionality-binary","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/distribution"},"supportedClaims":["ajrayman/Emotionality_binary has 0 self-reported, unqualified Hugging Bay community reviews.","ajrayman/Emotionality_binary has 0 self-reported run claims; none qualify verification during limited availability.","ajrayman/Emotionality_binary 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-ajrayman-emotionality-binary/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ajrayman-emotionality-binary"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ajrayman-emotionality-binary/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."}}