{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T22:24:45.017Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","repo":"alphaedge-ai/multilingual-e5-small-mar-16384","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":113146405,"readinessCheckedAt":"2026-10-28T21:45:51.481Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":113146405,"readinessCheckedAt":"2026-10-28T21:45:51.481Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","owner":"alphaedge-ai","name":"multilingual-e5-small-mar-16384","repo":"alphaedge-ai/multilingual-e5-small-mar-16384","type":"embedding","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-small-mar-16384 · sentence transformers","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":"cardMetadata.license","value":"mit"},{"field":"baseModel","value":"intfloat/multilingual-e5-small"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[{"repo":"intfloat/multilingual-e5-small","field":"baseModel"}],"parameters":null,"size":{"bytes":113150811,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alphaedge-ai","sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mar-16384","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","trimmed","sentence-similarity","mar","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-small","base_model:quantized:intfloat/multilingual-e5-small","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"intfloat/multilingual-e5-small","derivedFrom":"intfloat/multilingual-e5-small","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["lbourdois/fineweb-2-trimming"],"paperIds":["2402.05672"],"repoType":"model","baseModel":"intfloat/multilingual-e5-small","languages":["mar"],"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mar-16384","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model mar lbourdois/fineweb-2-trimming intfloat/multilingual-e5-small safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","mar","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-small","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":200},{"lfs":false,"path":"README.md","sizeBytes":2687},{"lfs":false,"path":"config.json","sizeBytes":646},{"lfs":true,"path":"model.safetensors","sizeBytes":111746064},{"lfs":false,"path":"modules.json","sizeBytes":387},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":1016},{"lfs":false,"path":"tokenizer.json","sizeBytes":1396973},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1262}],"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":113150811,"sizeKnown":true,"sizeLabel":"107.9 MB","sizeReason":"","declaredSizeBytes":113150811,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":86,"stars":0,"citations":0,"updatedAt":"2026-09-24T12:35:58.459Z","createdAt":"2026-09-24T12:35:15.178Z","version":"hf-main","upstream":{"gated":false,"repoId":"alphaedge-ai/multilingual-e5-small-mar-16384","private":false,"repoUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-small-mar-16384","disabled":false,"provider":"huggingface","repoType":"model","revision":"a22c7d1a3ed0f06a033da370a7fc0cacf48dff80","fetchedAt":"2026-09-24T12:35:15.176Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T12:35:58.459Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":113146405,"mirroredFiles":7,"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_49a45fb3d6310e5b14c7d0a0942a787a3ec0fa5ccebd9950e3a4c70ea188769b","artifactId":"hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","representationId":"rep-23e94cf9cb39553cf29aa3b971becf07bbafc4e029cd987e61bb11a584dd08b8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-23e94cf9cb39553cf29aa3b971becf07bbafc4e029cd987e61bb11a584dd08b8","artifactId":"hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","format":"safetensors","source":{"provider":"huggingface","identity":"alphaedge-ai/multilingual-e5-small-mar-16384","revision":"a22c7d1a3ed0f06a033da370a7fc0cacf48dff80","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":646,"sha256":"sha256:4b9e922d581de6216dad6eddb9dd431044675dc78e9811fe3e9140a8933053cb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0a2d60ed06ddc7d8590302f07c949f38aa82f8a8eefabbb8f7a2a31b55d546e"},{"path":"model.safetensors","role":"weight","sizeBytes":111746064,"sha256":"sha256:acb5aa452cee8a51176cbb1d0f9af40f9e17e420b5fcfa86a72db33dfbd213d2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:aa0fc30cc04e234c111a1bc1a7dafb7b41a75ff85007550bac6f7db056d95dea"},{"path":"modules.json","role":"support","sizeBytes":387,"sha256":"sha256:c6e29747481e8b5dd2b58401966aeac910de39092f90cda9a704b1545f902b04","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:35beda1758f8eddb4309874d5eedabee01224138ac499a15c6cbf4856744cf85"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":57,"sha256":"sha256:948201d8329907aae938fa62f9ceeed53f5694dacc2b87b9f3b78b37ee986529","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:24946cd8686ad45e48c4f022bf76ebdfe6ebb1afd880bff34c078e69ca6f30d9"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":1016,"sha256":"sha256:edd71739099fe63dc2f70815facad5253c70ded0e0d4df49ef883ce4511af365","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1369be5aed587a854314c16f31e7f8bd2bc67df48dab0bb30e95fa44ecba8e7b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1396973,"sha256":"sha256:766ebe58ffe9b14135962cd3a2d38cf03b825e6b66083cc10aa8701d7eb66838","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e04f36f72466705b0ce754454e1c603c4ff19771e2af496626d30a5132b0d9c9"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1262,"sha256":"sha256:22fc349d79c6722b57713d507ab9730764151ca47be902321e1554a9df898a4e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7ebc0dab63a02fa9422a73e20e8e8a5bebbb916175efb2e37c1aa326c30a0ae1"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:6078aa446c600d7c839eac3cc6fa7e23c26518f6b98e57e50b6b3daeaa0c8bdd","representationDigest":"sha256:ae29326ec31bff471cb9c189fc3fd3f7a78070215adcaaf50f0b29af4c571e1a","evidenceSnapshotDigest":"sha256:c06e6c99f330e2f2e2ce82ac1e6565fbbf49b004d02a0e80cb602266fc1fc7ee","evaluatedAt":"2026-09-24T12:35:58.870Z","authorityVersion":"sha256:8ac8aeea8e221f1a6d23783aaccbecfc2b5938f7ceec4c9d94bd6379bc2f02f9","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:51.481Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384"}},"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":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":113150811,"label":"107.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":86,"upstreamStars":0,"label":"86 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":"alphaedge-ai/multilingual-e5-small-mar-16384"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: alphaedge-ai/multilingual-e5-small-mar-16384","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-alphaedge-ai-multilingual-e5-small-mar-16384/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"alphaedge-ai/multilingual-e5-small-mar-16384"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:51.481Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/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":"alphaedge-ai/multilingual-e5-small-mar-16384"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 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: alphaedge-ai/multilingual-e5-small-mar-16384","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/distribution"},"supportedClaims":["alphaedge-ai/multilingual-e5-small-mar-16384 has 0 self-reported, unqualified Hugging Bay community reviews.","alphaedge-ai/multilingual-e5-small-mar-16384 has 0 self-reported run claims; none qualify verification during limited availability.","alphaedge-ai/multilingual-e5-small-mar-16384 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-alphaedge-ai-multilingual-e5-small-mar-16384/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-small-mar-16384/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."}}