{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T08:46:53.252Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-neo-11-tweet-sentiment","repo":"Neo-11/tweet_sentiment","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":268545990,"readinessCheckedAt":"2026-10-30T08:43:04.802Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":268545990,"readinessCheckedAt":"2026-10-30T08:43:04.802Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-neo-11-tweet-sentiment","owner":"Neo-11","name":"tweet_sentiment","repo":"Neo-11/tweet_sentiment","type":"llm","summary":"Model from Hugging Face for text classification: Neo-11/tweet_sentiment · 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":268982227,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Neo-11","sourceUrl":"https://huggingface.co/Neo-11/tweet_sentiment","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":93,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","tensorboard","safetensors","distilbert","text-classification","generated_from_trainer","base_model:distilbert/distilbert-base-uncased","base_model:finetune:distilbert/distilbert-base-uncased","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","llm","accuracy","f1","distilbert-base-uncased","tweet_sentiment"],"task":"text-classification","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","0","1","2","3"],"baseModel":"distilbert-base-uncased","derivedFrom":"distilbert-base-uncased","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","f1"],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"distilbert-base-uncased","languages":[],"sourceUrl":"https://huggingface.co/Neo-11/tweet_sentiment","evalResults":[],"libraryName":"transformers","pipelineTag":"text-classification","cardDataKeys":["base_model","license","metrics","model-index","tags"],"semanticText":"text-classification transformers llm model accuracy f1 distilbert-base-uncased tweet_sentiment safetensors text-embeddings-inference","semanticTerms":["text-classification","transformers","llm","model","accuracy","f1","distilbert-base-uncased","tweet_sentiment","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":1203},{"lfs":false,"path":"config.json","sizeBytes":615},{"lfs":true,"path":"model.safetensors","sizeBytes":267832560},{"lfs":true,"path":"runs/Jul14_21-01-26_876364f9c4fd/events.out.tfevents.1720990887.876364f9c4fd.1584.0","sizeBytes":5035},{"lfs":true,"path":"runs/Jul14_21-26-39_876364f9c4fd/events.out.tfevents.1720992400.876364f9c4fd.7668.0","sizeBytes":5035},{"lfs":true,"path":"runs/Jul14_21-26-39_876364f9c4fd/events.out.tfevents.1720992811.876364f9c4fd.7668.1","sizeBytes":457},{"lfs":true,"path":"runs/Jul14_21-42-41_876364f9c4fd/events.out.tfevents.1720993361.876364f9c4fd.7668.2","sizeBytes":5246},{"lfs":true,"path":"runs/Jul14_21-42-41_876364f9c4fd/events.out.tfevents.1720994057.876364f9c4fd.7668.3","sizeBytes":457},{"lfs":true,"path":"runs/Jul14_22-07-55_876364f9c4fd/events.out.tfevents.1720994876.876364f9c4fd.7668.4","sizeBytes":5337},{"lfs":true,"path":"runs/Jul14_22-07-55_876364f9c4fd/events.out.tfevents.1720995796.876364f9c4fd.7668.5","sizeBytes":457},{"lfs":true,"path":"runs/Jul14_22-31-40_876364f9c4fd/events.out.tfevents.1720996301.876364f9c4fd.7668.6","sizeBytes":5246},{"lfs":true,"path":"runs/Jul14_22-31-40_876364f9c4fd/events.out.tfevents.1720997121.876364f9c4fd.7668.7","sizeBytes":457},{"lfs":true,"path":"runs/Jul14_22-55-27_876364f9c4fd/events.out.tfevents.1720997727.876364f9c4fd.7668.8","sizeBytes":5246},{"lfs":true,"path":"runs/Jul14_22-55-27_876364f9c4fd/events.out.tfevents.1720998392.876364f9c4fd.7668.9","sizeBytes":457},{"lfs":true,"path":"runs/Jul14_23-16-13_876364f9c4fd/events.out.tfevents.1720998973.876364f9c4fd.7668.10","sizeBytes":5246},{"lfs":true,"path":"runs/Jul14_23-16-13_876364f9c4fd/events.out.tfevents.1720999629.876364f9c4fd.7668.11","sizeBytes":457},{"lfs":true,"path":"runs/Jul15_00-54-59_49e59fe5ffc9/events.out.tfevents.1721004900.49e59fe5ffc9.449.0","sizeBytes":5246},{"lfs":true,"path":"runs/Jul15_00-54-59_49e59fe5ffc9/events.out.tfevents.1721005731.49e59fe5ffc9.449.1","sizeBytes":457},{"lfs":true,"path":"runs/Jul15_01-08-26_de278b1c788c/events.out.tfevents.1721005707.de278b1c788c.997.0","sizeBytes":5457},{"lfs":true,"path":"runs/Jul15_01-08-26_de278b1c788c/events.out.tfevents.1721006733.de278b1c788c.997.1","sizeBytes":826},{"lfs":true,"path":"runs/Jul15_01-10-41_49e59fe5ffc9/events.out.tfevents.1721005842.49e59fe5ffc9.449.2","sizeBytes":5548},{"lfs":true,"path":"runs/Jul15_01-10-41_49e59fe5ffc9/events.out.tfevents.1721007063.49e59fe5ffc9.449.3","sizeBytes":457},{"lfs":true,"path":"runs/Jul15_01-36-05_49e59fe5ffc9/events.out.tfevents.1721007365.49e59fe5ffc9.449.4","sizeBytes":5457}],"modelIndexNames":["tweet_sentiment"]},"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":268982227,"sizeKnown":true,"sizeLabel":"256.5 MB","sizeReason":"","declaredSizeBytes":268982227,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":73,"stars":0,"citations":0,"updatedAt":"2026-09-30T07:46:12.181Z","createdAt":"2026-09-30T07:45:28.126Z","version":"hf-main","upstream":{"gated":false,"repoId":"Neo-11/tweet_sentiment","private":false,"repoUrl":"https://huggingface.co/Neo-11/tweet_sentiment","disabled":false,"provider":"huggingface","repoType":"model","revision":"af07f02b1f56cb87138f77ede50221dd2dde3064","fetchedAt":"2026-09-30T07:45:28.124Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-30T07:46:12.181Z","mirroredBy":"mirror-batch-worker","totalFiles":73,"hostedFiles":5,"mirroredBytes":268545990,"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_c5d4118284485fcbf92ed70fb0f41d45cc4df07ed77262e2092de77f2d71597e","artifactId":"hf-model-neo-11-tweet-sentiment","representationId":"rep-817f3ddd487a98314985e7f4b16d21c57ad442690b81a28e775d226183f1f71a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-817f3ddd487a98314985e7f4b16d21c57ad442690b81a28e775d226183f1f71a","artifactId":"hf-model-neo-11-tweet-sentiment","format":"safetensors","source":{"provider":"huggingface","identity":"Neo-11/tweet_sentiment","revision":"af07f02b1f56cb87138f77ede50221dd2dde3064","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":615,"sha256":"sha256:61dd02eca48f0103a768ee87967fac42a9e57f07defa751d53a254ef091bf324","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:65d0049fb189a9d0f2d46a43f23d66421bb32c7140939f595be631e956448834"},{"path":"model.safetensors","role":"weight","sizeBytes":267832560,"sha256":"sha256:e7c136e74be8c791a3f0e6dcec259b542158010088666afb9bcc572db4b5d2c5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c7b8f07bf2b6e645043627077158e82810a3099660abdbb5c3d0d58c35ec8b74"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":125,"sha256":"sha256:b6d346be366a7d1d48332dbc9fdf3bf8960b5d879522b7799ddba59e76237ee3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da8ba39703f048808d3950bc774eb32ed5389d680b63ec718a7af03f041596f1"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711494,"sha256":"sha256:435667fab0c06c165b1283ecb422497c37124f2d6a35b2ac73dc876332fc9518","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fb8942d456208c9af7ef5d8d841f71735c102893cf9bf0cceca21762b1eaabb4"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1196,"sha256":"sha256:77128cb6e818fc57e5d75f305bdc6b7ebf8c7e91228ec9d7f33f4fcb493bc0a7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db6d01bb56500694b7385c59ce5be45d41e7096cdd6a9ac82d3d0cec2e8d33e8"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c8a02fcfb9aa33d3cbf16a203064ad7ec1752ac861ab78008f15ce560079bbe5","representationDigest":"sha256:76919b86e971c73c6dc47a8c448d7b0102122ae4bfda790122fdf01f4c2585d8","evidenceSnapshotDigest":"sha256:c54d3bf228ca15930172ef94a737fa1240ec12bd0bea26a61a8926738914320a","evaluatedAt":"2026-09-30T07:46:12.511Z","authorityVersion":"sha256:6901198481a6a6b6891058d32e66d4c187169085769c678461f93298a3f99e4e","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":73,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:43:04.802Z","evidence_url":"/api/manifests/hf-model-neo-11-tweet-sentiment"}},"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":73,"publicDownloadableFileCount":5,"externalFileCount":73,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":268982227,"label":"256.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":73,"upstreamStars":0,"label":"73 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":"Neo-11/tweet_sentiment"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/73 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: Neo-11/tweet_sentiment","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/73 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":68,"totalFiles":73},"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-neo-11-tweet-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":"Neo-11/tweet_sentiment"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:43:04.802Z","evidence_url":"/api/manifests/hf-model-neo-11-tweet-sentiment"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-neo-11-tweet-sentiment/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-neo-11-tweet-sentiment","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Neo-11/tweet_sentiment"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/73 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: Neo-11/tweet_sentiment","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/73 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":68,"totalFiles":73},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-neo-11-tweet-sentiment/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-neo-11-tweet-sentiment","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/distribution"},"supportedClaims":["Neo-11/tweet_sentiment has 0 self-reported, unqualified Hugging Bay community reviews.","Neo-11/tweet_sentiment has 0 self-reported run claims; none qualify verification during limited availability.","Neo-11/tweet_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-neo-11-tweet-sentiment/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-sentiment/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-neo-11-tweet-sentiment"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-neo-11-tweet-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."}}