{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T17:41:11.283Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","repo":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-02T17:32:54.914Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-02T17:32:54.914Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","owner":"SMARTICT","name":"paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","repo":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","type":"embedding","summary":"Model from Hugging Face: SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","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":"apache-2.0"},{"field":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"SMARTICT","sourceUrl":"https://huggingface.co/SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:8970","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:1705.00652","base_model:sentence-transformers/paraphrase-multilingual-minilm-l12-v2","base_model:finetune:sentence-transformers/paraphrase-multilingual-minilm-l12-v2","license:apache-2.0"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","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":37,"stars":0,"citations":0,"updatedAt":"2026-08-04T07:08:02.697Z","createdAt":"2026-06-30T18:55:29.878Z","version":"hf-main","upstream":{"gated":false,"repoId":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","private":false,"repoUrl":"https://huggingface.co/SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"3776d0f9fe0ae3f26d21a433c481c41a3d2000e4","fetchedAt":"2026-06-30T18:55:29.878Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T07:08:02.697Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_a48857de12efbe6709cf42014f56eb1fb43b09c6c95a26df082c8949fa8048c0","artifactId":"hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","representationId":"rep-f9e4df0eab60f134cdceea86eb683b07918006e68b9f985eb58e9a7e4167c168","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f9e4df0eab60f134cdceea86eb683b07918006e68b9f985eb58e9a7e4167c168","artifactId":"hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","format":"safetensors","source":{"provider":"huggingface","identity":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","revision":"3776d0f9fe0ae3f26d21a433c481c41a3d2000e4","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":296,"sha256":"sha256:a19c83805e1ce4174f3fbfec4ac8d3b8dbae0c958f8fd51b80937eb33e0c5335","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0a3978fa49397ef1608d7ab22b8284d03cfd3ab2fd5fcea1027d0212bb32382"},{"path":"README.md","role":"support","sizeBytes":39402,"sha256":"sha256:dc1858c335b204defc1632c015b4a5d59a511f0d6c8b2bf00a6ca33b7e7d6c9a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:febb6513d218cf0fe95d663a0ee5d6452df3b3bcb8bae6c07c1deb61f991bbb5"},{"path":"config.json","role":"config","sizeBytes":695,"sha256":"sha256:1a7442ec7523543bb7a9d4cf60b9cb90b9638c5ce73596763216126bee01bbb3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:600fc127dd8bf825c6c02bc09a2fef5da5589ab00fcd242b7044f661776caa11"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":205,"sha256":"sha256:ed3e4a5c417f8a288a404d2d8ebc4f152205ceec0f445fbcf2dba0963d4e6da0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2f1fe5f989c4f772c87dc1d09c5fa626d346c63d6ce4d8be07e2f3d571ee0475"},{"path":"model.safetensors","role":"weight","sizeBytes":470637416,"sha256":"sha256:27845c20099bd83b16f6ae802a6f532d832f24cd0b8941116de9993b1632aa85","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e7773731e026e16774d72b03583194a4d7f0f8c8ad16bf7cffc3adec1f16853b"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bbf14282b60dbf373d96f3a0680966b5dcbb64756c7a50ea51ac412a26a95160"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:70f4448f31320443fe3557cacea5abf2dcc4915dda8c80646bec9f3bb0aa5a1f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4e379de7ae8b47d7727b86ae5626ecb3ef4925ca0ca8f6ef4906bf76fcd1f84e"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7664ad700422c2ee1774f2e0480f21572ef19535b938c708cf8aee7d70a6de84"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082987,"sha256":"sha256:cad551d5600a84242d0973327029452a1e3672ba6313c2a3c3d69c4310e12719","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7aed31ffc783716b1ac46556f8180bc4ce4c3bc1444605a4e2231d34edec0b13"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1416,"sha256":"sha256:93d6d910d67e180c570807d0376d7a7837143b39a46d0972ec5457a09e06a9ff","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b405af422b48d1e3660448d485ac4479a0f1527be22da551f36411e8d9cf89ff"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:36ad2fe22c1db84ed7390b9da7cc7985a0227139cb75ce59a82f7a7f9e009382","representationDigest":"sha256:6042b0504a83a96dd1f760ab072d0c19d58c0d9c249bac59e3a722a21bb6ffd2","evidenceSnapshotDigest":"sha256:fa0d12b8a394fec54ae6fdbec2b3179690249ed3fd704b70d57739bffc20737c","evaluatedAt":"2026-08-04T07:08:03.282Z","authorityVersion":"sha256:5bb4e09b208761bd5c603c9026fd8ffcab2c81b750063c53c706641e551b771e","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T17:32:54.914Z","evidence_url":"/api/manifests/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1"}},"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":"blocked","hosted":false,"fileCount":12,"publicDownloadableFileCount":0,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":37,"upstreamStars":0,"label":"37 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":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"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-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T17:32:54.914Z","evidence_url":"/api/manifests/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/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":"SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/distribution"},"supportedClaims":["SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1 has 0 self-reported, unqualified Hugging Bay community reviews.","SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1 has 0 self-reported run claims; none qualify verification during limited availability.","SMARTICT/paraphrase-multilingual-MiniLM-L12-v2-ft-tr-rag-v1 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-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-smartict-paraphrase-multilingual-minilm-l12-v2-ft-tr-rag-v1/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."}}