{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T23:57:24.219Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sdadas-mmlw-roberta-base","repo":"sdadas/mmlw-roberta-base","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":501182386,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":501182386,"readinessCheckedAt":"2026-10-28T23:44:21.887Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-sdadas-mmlw-roberta-base","owner":"sdadas","name":"mmlw-roberta-base","repo":"sdadas/mmlw-roberta-base","type":"embedding","summary":"Model from Hugging Face: sdadas/mmlw-roberta-base","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":"sdadas","sourceUrl":"https://huggingface.co/sdadas/mmlw-roberta-base","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","pytorch","safetensors","roberta","feature-extraction","sentence-similarity","transformers","mteb","pl","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","deploy:azure"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","bin"],"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":6172,"stars":3,"citations":0,"updatedAt":"2026-07-31T02:32:54.633Z","createdAt":"2026-06-30T01:38:05.708Z","version":"hf-main","upstream":{"gated":false,"repoId":"sdadas/mmlw-roberta-base","private":false,"repoUrl":"https://huggingface.co/sdadas/mmlw-roberta-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"ba17139a1b0d4c422d253402556bbcfa5f14db8e","fetchedAt":"2026-06-30T02:03:53.899Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T02:32:54.633Z","mirroredBy":"mirror-batch-worker","mirroredBytes":501182386,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"hostedFiles":10,"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_1d41d3658c49e0373ff8ea33f7baf5bb671fb52a9ecafebaadbaf016afa47549","artifactId":"hf-model-sdadas-mmlw-roberta-base","representationId":"rep-d903dc152bcabacfbab34f5f69bdc80cc281d6e88013a9ab0947f6ec7983cc19","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d903dc152bcabacfbab34f5f69bdc80cc281d6e88013a9ab0947f6ec7983cc19","artifactId":"hf-model-sdadas-mmlw-roberta-base","format":"safetensors","source":{"provider":"huggingface","identity":"sdadas/mmlw-roberta-base","revision":"ba17139a1b0d4c422d253402556bbcfa5f14db8e","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:c9bef85e8bbf4b2eab4941b3fb62bd33f88686748b478f2e264d256472d9643b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d3a1ca21521312a797d19b7c731dc6be1254e6f07c9cf0016d43e737ab99d89"},{"path":"README.md","role":"support","sizeBytes":30750,"sha256":"sha256:6affe454dffb0700b820641d2b8f0c7c5ad959d7c97094acc1908b04d5ad7d4d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:23ed778f7cbaa12cc0d47bb55bf48c9ebec4e3c143cc9489d3b88fdc81c0370d"},{"path":"config.json","role":"config","sizeBytes":718,"sha256":"sha256:bfb2b911c2e0953fe359d88ffdb5116ce9dba1f341566ea392a42768e9006048","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:432afe8e29339cf67cee57a7d306787782d490e7b16b17c3f4cf1ef8c88c1f94"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":127,"sha256":"sha256:229131b882edf5a9ff44fbb1a0b4a3e2c5ff3ec922e2cf701415319adf347e9d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:54219a9827aef7ce13ce4473154130c2c526c5a93bba2d12dbb55fe3263348ff"},{"path":"model.safetensors","role":"weight","sizeBytes":497793896,"sha256":"sha256:e6bd4532c2a7c9d2af267e52c7bb06bea8d124930115686a74c3e97e9d80955b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:70cc8ebb7ec73961aca710634fff53a8d624b648153b066beef86e91574edea8"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:42a0f4ec426c1200401decc3520ae9b983416664389eb31b68ce1418b6dff901"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bdb044b28c5082928d0647031607e0c4bb8def29229629933656492f24cfe038"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":280,"sha256":"sha256:06e405a36dfe4b9604f484f6a1e619af1a7f7d09e34a8555eb0b77b66318067f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b2e2a56a088aa840ee39d899911c77b0eaeeba235caf4502bb778d7fe1bf7e3a"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3355789,"sha256":"sha256:c3b158a9b77c286c6a9257b9d7a9c309d0e459bff96696d5d6552aa2918040a2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:abd7f83fab5c19c0218be42199368630ab0826779e521cc1ab5c6c78c92739b6"},{"path":"tokenizer_config.json","role":"config","sizeBytes":354,"sha256":"sha256:6b4e8bf89032aa1cf5cf300aea8d72d21283f9d4e26bba89b8b0bf78b5cd9b98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea19e84b38eebc20b5d977eeae170f5a05ae19d5629bb8a42e82c22e0290e99b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:81139db81b64184e89bb4af148d99a69088343ecb6f8e4daaf35c430d15da7bd","representationDigest":"sha256:a497913b8daac5c9c6163a2ff2710aa6ad6706a300636c77e230a431378a394b","evidenceSnapshotDigest":"sha256:5d517904cff896c66741d8e5359ea1b2df9d7ebdf6ad518c57df2c9c53fce669","evaluatedAt":"2026-07-31T02:32:55.088Z","authorityVersion":"sha256:a9b5043cd7126fad9f0b00c954db054e52b0b06467a270ccbf73d6833ced3291","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:44:21.887Z","evidence_url":"/api/manifests/hf-model-sdadas-mmlw-roberta-base"}},"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":10,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":6172,"upstreamStars":3,"label":"6.2K 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":"sdadas/mmlw-roberta-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/13 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: apache-2.0","Provenance: sdadas/mmlw-roberta-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":3,"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-sdadas-mmlw-roberta-base/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"sdadas/mmlw-roberta-base"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:44:21.887Z","evidence_url":"/api/manifests/hf-model-sdadas-mmlw-roberta-base"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sdadas-mmlw-roberta-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sdadas-mmlw-roberta-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/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":"sdadas/mmlw-roberta-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/13 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: apache-2.0","Provenance: sdadas/mmlw-roberta-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":3,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sdadas-mmlw-roberta-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sdadas-mmlw-roberta-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/distribution"},"supportedClaims":["sdadas/mmlw-roberta-base has 0 self-reported, unqualified Hugging Bay community reviews.","sdadas/mmlw-roberta-base has 0 self-reported run claims; none qualify verification during limited availability.","sdadas/mmlw-roberta-base 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-sdadas-mmlw-roberta-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sdadas-mmlw-roberta-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sdadas-mmlw-roberta-base/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."}}