{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-21T17:55:41.589Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-styledistance-mstyledistance","repo":"StyleDistance/mstyledistance","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":573194919,"readinessCheckedAt":"2026-10-21T17:51:19.371Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":573194919,"readinessCheckedAt":"2026-10-21T17:51:19.371Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-styledistance-mstyledistance","owner":"StyleDistance","name":"mstyledistance","repo":"StyleDistance/mstyledistance","type":"embedding","summary":"Model from Hugging Face for feature extraction: StyleDistance/mstyledistance · sentence transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for turning text into vectors.","confidence":"medium","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"FacebookAI/xlm-roberta-base"},{"field":"cardMetadata.libraryName","value":"sentence-transformers"},{"field":"modality","value":"text"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"FacebookAI/xlm-roberta-base","field":"baseModel"}],"parameters":null,"size":{"bytes":578278597,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"StyleDistance","sourceUrl":"https://huggingface.co/StyleDistance/mstyledistance","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","datadreamer","datadreamer-0.35.0","synthetic","feature-extraction","sentence-similarity","dataset:styledistance/mstyledistance_training_triplets","arxiv:2502.15168","base_model:facebookai/xlm-roberta-base","base_model:finetune:facebookai/xlm-roberta-base","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","styledistance/mstyledistance_training_triplets","facebookai/xlm-roberta-base"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","model"],"baseModel":"FacebookAI/xlm-roberta-base","derivedFrom":"FacebookAI/xlm-roberta-base","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["StyleDistance/mstyledistance_training_triplets"],"paperIds":["2502.15168"],"repoType":"model","baseModel":"FacebookAI/xlm-roberta-base","languages":[],"sourceUrl":"https://huggingface.co/StyleDistance/mstyledistance","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","datasets","library_name","license","pipeline_tag","tags","widget"],"semanticText":"feature-extraction sentence-transformers embedding model styledistance/mstyledistance_training_triplets facebookai/xlm-roberta-base safetensors sentence-similarity text-embeddings-inference","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","styledistance/mstyledistance_training_triplets","facebookai/xlm-roberta-base","safetensors","sentence-similarity","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":296},{"lfs":false,"path":"README.md","sizeBytes":4524},{"lfs":false,"path":"config.json","sizeBytes":713},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":171},{"lfs":false,"path":"datadreamer.json","sizeBytes":3499},{"lfs":true,"path":"model.safetensors","sizeBytes":556109872},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":280},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082734},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1147},{"lfs":false,"path":"training_args.json","sizeBytes":4458}],"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":578278597,"sizeKnown":true,"sizeLabel":"551.5 MB","sizeReason":"","declaredSizeBytes":578278597,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":781,"stars":6,"citations":0,"updatedAt":"2026-09-22T08:20:35.383Z","createdAt":"2026-06-30T02:17:09.565Z","version":"hf-main","upstream":{"gated":false,"repoId":"StyleDistance/mstyledistance","private":false,"repoUrl":"https://huggingface.co/StyleDistance/mstyledistance","disabled":false,"provider":"huggingface","repoType":"model","revision":"d66ed25e48225a503b21a65bc804caf06c886f96","fetchedAt":"2026-09-22T08:18:55.088Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T08:20:35.383Z","mirroredBy":"mirror-batch-worker","totalFiles":14,"hostedFiles":7,"mirroredBytes":573194919,"mirroredFiles":7,"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_59bfce98a6f55c908b9c35e48ac2fcd71d7f0506a2314288364897f56269519e","artifactId":"hf-model-styledistance-mstyledistance","representationId":"rep-dfe6012f2d2537816840c07a6fd62a7a4f3c00bb566bcdca99249fdd6849c43b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-dfe6012f2d2537816840c07a6fd62a7a4f3c00bb566bcdca99249fdd6849c43b","artifactId":"hf-model-styledistance-mstyledistance","format":"safetensors","source":{"provider":"huggingface","identity":"StyleDistance/mstyledistance","revision":"d66ed25e48225a503b21a65bc804caf06c886f96","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":713,"sha256":"sha256:432044fe9b499179a87d50d79fe1fc18dcc9c31f2cdcf5c1dc8bc5d29edae510","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ae746a347e07785a3ccc69d2a44be040ea72eea695c4aebb0cfdafb2ab90c139"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":171,"sha256":"sha256:fe35b3fc2768f364c610e91305d45aa600eda73a2613635a47db835f9cc4fb74","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4d95428b3c758901e8682c4395a7f5a603bcbbe7c60ce138a9114c94818d49f6"},{"path":"model.safetensors","role":"weight","sizeBytes":556109872,"sha256":"sha256:57827687b77bd6aba053f9b29c37d68aee340792d2106f0586d4f82f3179cb02","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3acd1b3a81e74f76857b5e31079efb2cd8b3fec04340c0c0ee3fbef8f4321073"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:58d9e7fcace2f32d62bfd5494c7caf8651f32dac64d09a527b6e8d11577c1cc2"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d10b852fb325d1e86a970ee6d8049413d0837e08dfd9f8a8292fd86b55533905"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9619f32277f32fcade5c1ed48e2131c90ee965e43192997245f5467c2fb5bea5"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082734,"sha256":"sha256:3a56def25aa40facc030ea8b0b87f3688e4b3c39eb8b45d5702b3a1300fe2a20","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0fbe0648e2589877e73e7dda5a7dcc8ec30b1ab6ca90e87eedc9cf5e0771e1ff"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1147,"sha256":"sha256:f7fbeb97fddfbc42ce7d42286ceb0fd9603f4ffe94fd201b78da5135ef9f19a9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f41b6904ae2c3e3be8def5f2338f6a11993c22a95722b32a26e9e0e97ec40093"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c0731f73678aadfdfa9fda432f3831a04c37d313a3b8a5319e19b9518c09f5ca","representationDigest":"sha256:09a13bc605f9038f818b19ef90d226c2f89fcbf979cce16807c0fe3d44dbcc6a","evidenceSnapshotDigest":"sha256:721753aaa92296f1948358904f8d1783e7e63ce84ebc2c3259023561dbac9397","evaluatedAt":"2026-09-22T08:20:35.908Z","authorityVersion":"sha256:83330f7835afad83c1b8f07c6db3ba61688d4ebad3feef9a3d432e65f62f47a0","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"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":13,"publicDownloadableFileCount":7,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":578278597,"label":"551.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":781,"upstreamStars":6,"label":"781 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/mstyledistance"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/13 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/mstyledistance","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":6,"totalFiles":13},"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-mstyledistance/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/mstyledistance"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-styledistance-mstyledistance/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-mstyledistance","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/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/mstyledistance"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/13 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/mstyledistance","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":6,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-styledistance-mstyledistance/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-mstyledistance","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/distribution"},"supportedClaims":["StyleDistance/mstyledistance has 0 self-reported, unqualified Hugging Bay community reviews.","StyleDistance/mstyledistance has 0 self-reported run claims; none qualify verification during limited availability.","StyleDistance/mstyledistance 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-mstyledistance/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-styledistance-mstyledistance"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-styledistance-mstyledistance/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."}}