{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-14T18:14:48.400Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-orcadb-mxbai-large","repo":"OrcaDB/mxbai-large","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327136,"readinessCheckedAt":"2026-11-14T18:11:16.419Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327136,"readinessCheckedAt":"2026-11-14T18:11:16.419Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-orcadb-mxbai-large","owner":"OrcaDB","name":"mxbai-large","repo":"OrcaDB/mxbai-large","type":"embedding","summary":"Model from Hugging Face for feature extraction: OrcaDB/mxbai-large · 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 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1341674735,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OrcaDB","sourceUrl":"https://huggingface.co/OrcaDB/mxbai-large","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","feature-extraction","mteb","transformers.js","transformers","en","arxiv:2309.12871","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","mxbai-angle-large-v1"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2309.12871"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/OrcaDB/mxbai-large","evalResults":[{"task":"Classification","score":"75.044776119403","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"37.7362433623053","metric":"ap","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"68.92736573359774","metric":"f1","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"93.84025000000001","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"90.93190875404055","metric":"ap","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"93.8297833897293","metric":"f1","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"49.184","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Classification","score":"48.74163227751588","metric":"f1","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Retrieval","score":"41.252","metric":"map_at_1","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"57.778","metric":"map_at_10","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"58.233000000000004","metric":"map_at_100","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"58.23700000000001","metric":"map_at_1000","verified":false,"benchmark":"MTEB ArguAna"}],"libraryName":"sentence-transformers","pipelineTag":"feature-extraction","cardDataKeys":["language","library_name","license","model-index","pipeline_tag","tags"],"semanticText":"feature-extraction sentence-transformers embedding model en mxbai-angle-large-v1 safetensors transformers.js transformers text-embeddings-inference","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","en","mxbai-angle-large-v1","safetensors","transformers.js","transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":114275},{"lfs":false,"path":"config.json","sizeBytes":799},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":290},{"lfs":true,"path":"model.safetensors","sizeBytes":1340612432},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711396},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1242},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["mxbai-angle-large-v1"]},"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":1341674735,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1341674735,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":208,"stars":0,"citations":0,"updatedAt":"2026-09-24T10:42:12.626Z","createdAt":"2026-06-30T02:30:45.624Z","version":"hf-main","upstream":{"gated":false,"repoId":"OrcaDB/mxbai-large","private":false,"repoUrl":"https://huggingface.co/OrcaDB/mxbai-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"5551f99eb720b923ebd4c89db284f6ea941bec2e","fetchedAt":"2026-09-24T10:40:40.655Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T10:42:12.626Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":1341327136,"mirroredFiles":8,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_67aed04d39a586c74d7acb3d694141861985944d7639aecb3e01ab8c73a212ba","artifactId":"hf-model-orcadb-mxbai-large","representationId":"rep-84cd21febc0f70e74521988ca54ae9d9dec8a299beea3a84686198b04839bf06","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-84cd21febc0f70e74521988ca54ae9d9dec8a299beea3a84686198b04839bf06","artifactId":"hf-model-orcadb-mxbai-large","format":"safetensors","source":{"provider":"huggingface","identity":"OrcaDB/mxbai-large","revision":"5551f99eb720b923ebd4c89db284f6ea941bec2e","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":799,"sha256":"sha256:11a9e62699bb314e20a63fd943699cebe6529de320de96d8cd07b075dda18659","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e853dfb873632326b5e464ed1cf1402f1ece8f9324bd70869289a171dfcba702"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":290,"sha256":"sha256:30b838a3fc68a617121ec7a98ce6a3072e3fd2f4f5fe77aad712205b4ef8e80d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:76e6e893f18cd1ec43861ff7ef2bb53f78d09a759bfb99841cea337890a99448"},{"path":"model.safetensors","role":"weight","sizeBytes":1340612432,"sha256":"sha256:e86b2a89f7f8933cf7bd90586cdf69d0012140e412818234b234f807e51ee574","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e4d32c69d70b063fb5c913f01a99ab7ddd45ff8d8a14263ab747ba9f9415d7d4"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5912c1f518f3163330f2e7d903af98f45a65cb3511bbd182d25b3271e9d22a91"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9ffd80cb587f144b56eca24e5113aacc8f6dd7f571c190a928e7d561fa621ece"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da58d7cba837e460702127337103cc7694241ee6d80f409f2a64d92903ccc16e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6aa1f652a633f8a1add130ee86c33f9ef93a5b38daf712ee4863755230ab532"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1242,"sha256":"sha256:0b29c7bfc889e53b36d9dd3e686dd4300f6525110eaa98c76a5dafceb2029f53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e0cfb22f8327606f4d18f4335ff447807c9ce3f9fbbc33da4fb643159c0143fb"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:92bd9ad2b2e8f450a724215b5594dfcff82c882765009c18383f6d08f366143d","representationDigest":"sha256:691ce860b8aaf264698585f9c671b37d6f590ac12d54a71e543ce76816296dee","evidenceSnapshotDigest":"sha256:38254b4d1c58fabc88f52ada914632b716db940f361f6519e6a3f326f78efb2d","evaluatedAt":"2026-09-24T10:42:13.281Z","authorityVersion":"sha256:f7846156a865c9601cccba08e115de277202c7d30af0ed4500c036d9383b4b1c","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T18:11:16.419Z","evidence_url":"/api/manifests/hf-model-orcadb-mxbai-large"}},"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":"unknown","hosted":null,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1341674735,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":208,"upstreamStars":0,"label":"208 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":"OrcaDB/mxbai-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: OrcaDB/mxbai-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"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-orcadb-mxbai-large/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"OrcaDB/mxbai-large"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-14T18:11:16.419Z","evidence_url":"/api/manifests/hf-model-orcadb-mxbai-large"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-orcadb-mxbai-large/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-mxbai-large","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/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":"OrcaDB/mxbai-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: OrcaDB/mxbai-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-orcadb-mxbai-large/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-mxbai-large","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/distribution"},"supportedClaims":["OrcaDB/mxbai-large has 0 self-reported, unqualified Hugging Bay community reviews.","OrcaDB/mxbai-large has 0 self-reported run claims; none qualify verification during limited availability.","OrcaDB/mxbai-large 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-orcadb-mxbai-large/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-mxbai-large"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-mxbai-large/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."}}