{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T00:51:19.091Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","repo":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438657684,"readinessCheckedAt":"2026-10-29T00:47:44.846Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":438657684,"readinessCheckedAt":"2026-10-29T00:47:44.846Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","owner":"sentence-transformers","name":"facebook-dpr-ctx_encoder-multiset-base","repo":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","type":"embedding","summary":"Model from Hugging Face for sentence similarity: sentence-transformers/facebook-dpr-ctx_encoder-multiset-base · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","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":4263262152,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sentence-transformers","sourceUrl":"https://huggingface.co/sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","pytorch","tf","onnx","safetensors","openvino","bert","feature-extraction","sentence-similarity","transformers","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","onnx","bin","xml","h5"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model onnx safetensors transformers text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","onnx","safetensors","transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":744},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":190},{"lfs":false,"path":"README.md","sizeBytes":2670},{"lfs":false,"path":"config.json","sizeBytes":668},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":212},{"lfs":true,"path":"model.safetensors","sizeBytes":437955512},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":435844616},{"lfs":true,"path":"onnx/model_O1.onnx","sizeBytes":435755369},{"lfs":true,"path":"onnx/model_O2.onnx","sizeBytes":435688923},{"lfs":true,"path":"onnx/model_O3.onnx","sizeBytes":435688778},{"lfs":true,"path":"onnx/model_O4.onnx","sizeBytes":217937768},{"lfs":true,"path":"onnx/model_qint8_arm64.onnx","sizeBytes":110187550},{"lfs":true,"path":"onnx/model_qint8_avx512.onnx","sizeBytes":110187550},{"lfs":true,"path":"onnx/model_qint8_avx512_vnni.onnx","sizeBytes":110187550},{"lfs":true,"path":"onnx/model_quint8_avx2.onnx","sizeBytes":110270494},{"lfs":true,"path":"openvino/openvino_model.bin","sizeBytes":435570832},{"lfs":false,"path":"openvino/openvino_model.xml","sizeBytes":398038},{"lfs":true,"path":"openvino/openvino_model_qint8_quantized.bin","sizeBytes":109974464},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.xml","sizeBytes":708055},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":438007537},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":112},{"lfs":true,"path":"tf_model.h5","sizeBytes":438196200}],"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":4263262152,"sizeKnown":true,"sizeLabel":"4.0 GB","sizeReason":"","declaredSizeBytes":4263262152,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":242,"stars":6,"citations":0,"updatedAt":"2026-08-19T19:47:24.803Z","createdAt":"2026-06-30T02:28:43.858Z","version":"hf-main","upstream":{"gated":false,"repoId":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","private":false,"repoUrl":"https://huggingface.co/sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","disabled":false,"provider":"huggingface","repoType":"model","revision":"2993763396662ccedc92937527292fa6074cf875","fetchedAt":"2026-07-29T22:17:31.914Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-19T19:47:24.803Z","mirroredBy":"mirror-batch-worker","totalFiles":27,"hostedFiles":11,"mirroredBytes":438657684,"mirroredFiles":11,"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_9fb15f696bd68a91429252a21de2edea753b080c0424732af522155306148a99","artifactId":"hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","representationId":"rep-74ead0367c0aef4d4f405952c3fdc0bc4d2ea0253211efe38392edb904e1ffcd","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-74ead0367c0aef4d4f405952c3fdc0bc4d2ea0253211efe38392edb904e1ffcd","artifactId":"hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","format":"safetensors","source":{"provider":"huggingface","identity":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","revision":"2993763396662ccedc92937527292fa6074cf875","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:c9bef85e8bbf4b2eab4941b3fb62bd33f88686748b478f2e264d256472d9643b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:21b1d06e6f3a66e8928bc5eef16b05c5d113d79233fa7646ed3e88cd716be7a7"},{"path":"README.md","role":"support","sizeBytes":2670,"sha256":"sha256:fbb5895f9783efb82de42877a488bb87d95e899af288e75018829edac44a928f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ad4e611816452a7b8f5881ce99e7ca0f2c98b0a85018dae5db5573562749010a"},{"path":"config.json","role":"config","sizeBytes":668,"sha256":"sha256:af722a55faacfa1b2cb9ce03c7817f8d3226cee7ec4c450305dcf3d0ca3b6fb9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0ff057bf16f3e0b8e444882ad965a184455e46c438f4b3e64e8a7d44df33eb39"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":212,"sha256":"sha256:a0bd26d1ab4b225b2caefc40bef21c2a6e3e57da466df01a85f56d0dd9acc071","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ca930921099550c4d9d1dbb4a818947c89ad437d09abecb59f681d696fbda518"},{"path":"model.safetensors","role":"weight","sizeBytes":437955512,"sha256":"sha256:cb53d07ffdb91b7d8c899022392758c197725577711143afdc93cee8c552fa63","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:378a3c612453d90d8ea8fa0febf142a33980cbdcb3b291c172cd78b87e3c67c5"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2cf9ff6ad9a32895bc8baf91b09e8bfe40c39141c041b8ec4a6192408533f840"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:8e33fd9a8b56b057ab82bcba899e699675d058547009181b3b9ecf66c7c6284d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:145c9456135ce17c148a55a721b0d0fd780beee116424edb76198b98916309d4"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b12bc58dfd5b1a660a18f33a708b104144d0d05da7d07e4c56fdfd0e066895d2"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":466081,"sha256":"sha256:5fd1c882abbd30517dced455a2c9768945ec726b96727927e4959348d9de550b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b85e36bfd671daa564aa2b44092739392c7129ae3b417becc98cf81f9c53808"},{"path":"tokenizer_config.json","role":"config","sizeBytes":449,"sha256":"sha256:d9c5988ea227890c1ec9311ad4767b59aa4c1adc56a0864710ba096dd9b6e3ff","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fac0be80150048aa05ac1768122f4265130bacd7aef9b78f2b625b4489cdcfde"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f13a36ec20e3738965b5cd86c0227c7bca190580edf50e5a399b402b4d83d2ef"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0d454c55ceb99db2e0ccc12165a325e5d9eb3a566866bad32fd039d8d5cebe4b","representationDigest":"sha256:25aedb7de5a8eafb6cf9d3083a59d11df9faa1580b3fc67de9c37168ee37ab98","evidenceSnapshotDigest":"sha256:7f64c52373bb85702c310685e7655e709392f6dab870fe850fb285c2a1b0f098","evaluatedAt":"2026-08-19T19:47:25.381Z","authorityVersion":"sha256:fbfcdf34e045bf2c3e82d2bbd4daafb75bdf4f2c8bd6466efb90dcbb577a90b9","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":27,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:47:44.846Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-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":27,"publicDownloadableFileCount":11,"externalFileCount":27,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":4263262152,"label":"4.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":242,"upstreamStars":6,"label":"242 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":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/27 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: sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/27 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":16,"totalFiles":27},"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-sentence-transformers-facebook-dpr-ctx-encoder-multiset-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":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T00:47:44.846Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-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":"sentence-transformers/facebook-dpr-ctx_encoder-multiset-base"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/27 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: sentence-transformers/facebook-dpr-ctx_encoder-multiset-base","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/27 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":16,"totalFiles":27},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/distribution"},"supportedClaims":["sentence-transformers/facebook-dpr-ctx_encoder-multiset-base has 0 self-reported, unqualified Hugging Bay community reviews.","sentence-transformers/facebook-dpr-ctx_encoder-multiset-base has 0 self-reported run claims; none qualify verification during limited availability.","sentence-transformers/facebook-dpr-ctx_encoder-multiset-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-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-base"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-facebook-dpr-ctx-encoder-multiset-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."}}