{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T19:54:06.662Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","repo":"alphaedge-ai/multilingual-e5-large-instruct-vie-32768","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":676993176,"readinessCheckedAt":"2026-10-29T19:48:33.517Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":5,"mirroredBytes":676993176,"readinessCheckedAt":"2026-10-29T19:48:33.517Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","owner":"alphaedge-ai","name":"multilingual-e5-large-instruct-vie-32768","repo":"alphaedge-ai/multilingual-e5-large-instruct-vie-32768","type":"embedding","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/multilingual-e5-large-instruct-vie-32768 · 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-large-instruct"},{"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-large-instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":676997714,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alphaedge-ai","sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-large-instruct-vie-32768","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","trimmed","sentence-similarity","vie","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.05672","base_model:intfloat/multilingual-e5-large-instruct","base_model:quantized:intfloat/multilingual-e5-large-instruct","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-large-instruct"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"intfloat/multilingual-e5-large-instruct","derivedFrom":"intfloat/multilingual-e5-large-instruct","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["lbourdois/fineweb-2-trimming"],"paperIds":["2402.05672"],"repoType":"model","baseModel":"intfloat/multilingual-e5-large-instruct","languages":["vie"],"sourceUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-large-instruct-vie-32768","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 vie lbourdois/fineweb-2-trimming intfloat/multilingual-e5-large-instruct safetensors base_model:intfloat/multilingual-e5-large-instruct base_model:quantized:intfloat/multilingual-e5-large-instruct text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","vie","lbourdois/fineweb-2-trimming","intfloat/multilingual-e5-large-instruct","safetensors","base_model:intfloat/multilingual-e5-large-instruct","base_model:quantized:intfloat/multilingual-e5-large-instruct","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":271},{"lfs":false,"path":"README.md","sizeBytes":2748},{"lfs":false,"path":"config.json","sizeBytes":771},{"lfs":true,"path":"model.safetensors","sizeBytes":674930200},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"tokenizer.json","sizeBytes":2061458},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":398}],"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":676997714,"sizeKnown":true,"sizeLabel":"645.6 MB","sizeReason":"","declaredSizeBytes":676997714,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":85,"stars":0,"citations":0,"updatedAt":"2026-09-24T14:15:31.190Z","createdAt":"2026-09-24T14:14:13.771Z","version":"hf-main","upstream":{"gated":false,"repoId":"alphaedge-ai/multilingual-e5-large-instruct-vie-32768","private":false,"repoUrl":"https://huggingface.co/alphaedge-ai/multilingual-e5-large-instruct-vie-32768","disabled":false,"provider":"huggingface","repoType":"model","revision":"8c2cc741fcaffb24f761495df5502a605d0fae22","fetchedAt":"2026-09-24T14:14:13.769Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T14:15:31.190Z","mirroredBy":"mirror-batch-worker","totalFiles":8,"hostedFiles":5,"mirroredBytes":676993176,"mirroredFiles":5,"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_e0c796b3995a5c3528e5c3ae3a838b20aec3f43c1e30448b7ce466c25ec884ae","artifactId":"hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","representationId":"rep-24d44c0a8eb76b1a1a9d2a5ffa061acd4d9ef1221a4cb9170abe1de01e58666d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-24d44c0a8eb76b1a1a9d2a5ffa061acd4d9ef1221a4cb9170abe1de01e58666d","artifactId":"hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","format":"safetensors","source":{"provider":"huggingface","identity":"alphaedge-ai/multilingual-e5-large-instruct-vie-32768","revision":"8c2cc741fcaffb24f761495df5502a605d0fae22","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":771,"sha256":"sha256:3424143d1891db391c097d8c648d2075f09c5abcc7d53ae279a5b38722d01794","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:016e581732184ea7e52fb966546ca0181600ae52df2679127cbb3d2322554d9e"},{"path":"model.safetensors","role":"weight","sizeBytes":674930200,"sha256":"sha256:75a77072a4c65ee0664854669e3c5e970e821635f7bd571787bcadca2049cb75","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:22d54b81fca5118d4063291021a765ea8ea419c60d37acb6b91acf85de423560"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc19434cb1b2a49a1709da647ed876d9ab1d2a0bbc80141685d5eb79007eb527"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2061458,"sha256":"sha256:8274201a1f0556828f0bc4ac3125a8d82cc8ad1d240b44e624148eb670b9180f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ce77d4791ff3e4d9e3c0596854fe993eb34c88c3cbb844c7dbb57cdac4ede00d"},{"path":"tokenizer_config.json","role":"config","sizeBytes":398,"sha256":"sha256:6e2370166fe46c0ddf8a4ba3a4dd76957f9b663b1a273cb627d0a75735bb9a11","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5384084e13aee32672037eeb4d5fbd9dbcbf32f8fc2a4453a567a275d63ebc62"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:762ee75073f748e1ce154185b6fe8459aa9f45c81ded994e0babdd613bd5438c","representationDigest":"sha256:51e3796dedc07041d96b31165e7782f23546ff59f52bfc6cb73863bdcbbbb621","evidenceSnapshotDigest":"sha256:dcec41181bfbb45294a002baa4a4993a69b849f0f9906ca646b23fde4a95c9f4","evaluatedAt":"2026-09-24T14:15:41.419Z","authorityVersion":"sha256:99c761135dd82a19807592b0cc7608328871b9bf85b566a23ebe1143b3846564","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":5,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T19:48:33.517Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768"}},"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":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":676997714,"label":"645.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":85,"upstreamStars":0,"label":"85 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-large-instruct-vie-32768"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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-large-instruct-vie-32768","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"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-large-instruct-vie-32768/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-large-instruct-vie-32768"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T19:48:33.517Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/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-large-instruct-vie-32768"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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-large-instruct-vie-32768","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/distribution"},"supportedClaims":["alphaedge-ai/multilingual-e5-large-instruct-vie-32768 has 0 self-reported, unqualified Hugging Bay community reviews.","alphaedge-ai/multilingual-e5-large-instruct-vie-32768 has 0 self-reported run claims; none qualify verification during limited availability.","alphaedge-ai/multilingual-e5-large-instruct-vie-32768 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-large-instruct-vie-32768/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-multilingual-e5-large-instruct-vie-32768/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."}}