{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-14T20:44:01.354Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-styledistance-styledistance","repo":"StyleDistance/styledistance","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":252693389,"readinessCheckedAt":"2026-11-14T20:43:52.153Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":252693389,"readinessCheckedAt":"2026-11-14T20:43:52.153Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-styledistance-styledistance","owner":"StyleDistance","name":"styledistance","repo":"StyleDistance/styledistance","type":"embedding","summary":"Model from Hugging Face: StyleDistance/styledistance","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"StyleDistance","sourceUrl":"https://huggingface.co/StyleDistance/styledistance","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","roberta","datadreamer","datadreamer-0.35.0","synthetic","feature-extraction","sentence-similarity","en","dataset:synthstel/styledistance_training_triplets","dataset:styledistance/synthstel","arxiv:2410.12757","base_model:facebookai/roberta-base","base_model:finetune:facebookai/roberta-base"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":11643,"stars":16,"citations":0,"updatedAt":"2026-07-31T02:34:27.991Z","createdAt":"2026-06-29T22:25:54.496Z","version":"hf-main","upstream":{"gated":false,"repoId":"StyleDistance/styledistance","private":false,"repoUrl":"https://huggingface.co/StyleDistance/styledistance","disabled":false,"provider":"huggingface","repoType":"model","revision":"b7df5f0b0480773c097ba3121d83ca32b71015ca","fetchedAt":"2026-06-30T02:00:05.806Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"unknown","mirroredAt":"2026-07-31T02:34:27.991Z","mirroredBy":"mirror-batch-worker","mirroredBytes":252693389,"mirroredFiles":14,"storageProvider":"gcs","hosted":null,"hostedFiles":14,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_498346a72d540b265c72ac520a2da4be7d54f8265c335c4f1cec44268265e026","artifactId":"hf-model-styledistance-styledistance","representationId":"rep-785eb8cc0af6485b96ba99780157278249d47902271d0eee99aaa464c8c00a36","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-785eb8cc0af6485b96ba99780157278249d47902271d0eee99aaa464c8c00a36","artifactId":"hf-model-styledistance-styledistance","format":"safetensors","source":{"provider":"huggingface","identity":"StyleDistance/styledistance","revision":"b7df5f0b0480773c097ba3121d83ca32b71015ca","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":296,"sha256":"sha256:1c8bc7bd750c5c20d8707f1c5c578f5d69bb3d1d5ebcf4b2fde5128de154ec1c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6eb8ae6fb17b85684eb613b5c4877c79d3a24c93be6e6a71299a25907f2bf56c"},{"path":"README.md","role":"support","sizeBytes":4713,"sha256":"sha256:cc17054b24e25b806c0150908367ba69e9b3ecf0ba0a2cfd0bdca9c594e9a52f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce9e889bcbf97f33590156402b7493f5e19b2cac7315df44d5a338ac724d2961"},{"path":"config.json","role":"config","sizeBytes":678,"sha256":"sha256:b7bcc672f41211775356b1bb7b614453b91edc8425f58eb4ba2c71d6d8b1875a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f362cf911c6c2dae9b725c83180d6e93e6c212f56931f5be1c9fd54ea7b4706"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":171,"sha256":"sha256:fe35b3fc2768f364c610e91305d45aa600eda73a2613635a47db835f9cc4fb74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5e6ed91970438620936da461c336c193b5a3bb58679ee1d7e7da17f24d03195a"},{"path":"datadreamer.json","role":"support","sizeBytes":4240,"sha256":"sha256:9939b9dc337417817fab8951012bd9c4b8bb58184c29d305ed9d271c18770a5c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bd92b83f2d9513fd3386afd479809bfd8e0f45cf0cfb32f437126d49e9564679"},{"path":"merges.txt","role":"tokenizer","sizeBytes":456318,"sha256":"sha256:1ce1664773c50f3e0cc8842619a93edc4624525b728b188a9e0be33b7726adc5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5ea26de437f8fc53536fa41235e6a1b78db087e85efb13a6c5986e759c96d77a"},{"path":"model.safetensors","role":"weight","sizeBytes":249313784,"sha256":"sha256:6cd0908217a8110f068a1502f7e7157303bffbf965427f4a0b88a48b1b6544b1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:82e4da2d1a469a1c00fe859e953e84a504a0186d70c2bbcc8d5147114d7ae857"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bac5d6ce3c3f5d3cd2453663884ece5edbc04db5f94be23c220b5872931d8e69"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34874d124f7daf63bcc227dfd3547ffedb4e6192c50742e0a348eff4deec67bb"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eae07c06bdb85ec6dcf1b313d77963a2bf14c47d2bc1c3376ef64c61a738ae8e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2108643,"sha256":"sha256:6e6a06a662f8bce9823abd4c2cda07dcb7e07a84153a2ed190b8d901516b3162","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34b8f7ebfae729da743b553bddd6b5057d4b563e4f219bea435ad46407da62a3"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1215,"sha256":"sha256:56f306b23b9233c94016f1b0b8aea3bc120676b378f70933908c9e62ab2daa36","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d772ca82af06ec00d789f760ef48b289a3b9e133e15241e9e723f5ca62b44f6e"},{"path":"training_args.json","role":"support","sizeBytes":4476,"sha256":"sha256:f8526cc82acbfd631b55599e6ae928c2a826f7174b726b1796b518ae002fa2b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:72fd12332a9318ea419a7f807336072d236f9cbed509a82d73cc9127db915b0c"},{"path":"vocab.json","role":"tokenizer","sizeBytes":798293,"sha256":"sha256:ed19656ea1707df69134c4af35c8ceda2cc9860bf2c3495026153a133670ab5e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:053ed00c1575a51db4a3b0146242ffe5cf103d676a171c6432cee0ccec3d335e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c8f2905ace7e5dedf1eb9f665d8011e314443a9fa648f4495a8485bb19f22aba","representationDigest":"sha256:edb7f0e4fca7bb8d1778e74a93bbdcef243943b49f6bb5176f822b938aa168d6","evidenceSnapshotDigest":"sha256:6501af39be0ecf77791561a2a6094ce11467021c564570143dcd32da60111f73","evaluatedAt":"2026-07-31T02:34:28.577Z","authorityVersion":"sha256:98cb11d54020d105806612ca6cd984989f06efc5840f2d5cd8798e11a26ebaf5","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":14,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T20:43:52.153Z","evidence_url":"/api/manifests/hf-model-styledistance-styledistance"}},"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":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":14,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":11643,"upstreamStars":16,"label":"12K 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":"StyleDistance/styledistance"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/15 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: StyleDistance/styledistance","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":1,"totalFiles":15},"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-styledistance-styledistance/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"StyleDistance/styledistance"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T20:43:52.153Z","evidence_url":"/api/manifests/hf-model-styledistance-styledistance"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-styledistance-styledistance/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-styledistance","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/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":"StyleDistance/styledistance"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/15 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: StyleDistance/styledistance","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":1,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-styledistance-styledistance/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-styledistance","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/distribution"},"supportedClaims":["StyleDistance/styledistance has 0 self-reported, unqualified Hugging Bay community reviews.","StyleDistance/styledistance has 0 self-reported run claims; none qualify verification during limited availability.","StyleDistance/styledistance 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-styledistance-styledistance/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-styledistance"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-styledistance/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."}}