{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T09:42:33.658Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-dot-v5","repo":"sentence-transformers/msmarco-distilbert-dot-v5","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":266168294,"readinessCheckedAt":"2026-10-30T08:57:03.477Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":266168294,"readinessCheckedAt":"2026-10-30T08:57:03.477Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-sentence-transformers-msmarco-distilbert-dot-v5","owner":"sentence-transformers","name":"msmarco-distilbert-dot-v5","repo":"sentence-transformers/msmarco-distilbert-dot-v5","type":"embedding","summary":"Model from Hugging Face for sentence similarity: sentence-transformers/msmarco-distilbert-dot-v5 · 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":2592965277,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sentence-transformers","sourceUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-dot-v5","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","pytorch","tf","onnx","safetensors","openvino","distilbert","feature-extraction","sentence-similarity","transformers","en","arxiv:1908.10084","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":["1908.10084"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-dot-v5","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en onnx safetensors transformers text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","onnx","safetensors","transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1229},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":190},{"lfs":false,"path":"README.md","sizeBytes":6268},{"lfs":false,"path":"config.json","sizeBytes":546},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":212},{"lfs":true,"path":"model.safetensors","sizeBytes":265462608},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":265564612},{"lfs":true,"path":"onnx/model_O1.onnx","sizeBytes":265548916},{"lfs":true,"path":"onnx/model_O2.onnx","sizeBytes":265471026},{"lfs":true,"path":"onnx/model_O3.onnx","sizeBytes":265471086},{"lfs":true,"path":"onnx/model_O4.onnx","sizeBytes":132748309},{"lfs":true,"path":"onnx/model_qint8_arm64.onnx","sizeBytes":66965107},{"lfs":true,"path":"onnx/model_qint8_avx512.onnx","sizeBytes":66965107},{"lfs":true,"path":"onnx/model_qint8_avx512_vnni.onnx","sizeBytes":66965107},{"lfs":true,"path":"onnx/model_quint8_avx2.onnx","sizeBytes":67006579},{"lfs":true,"path":"openvino/openvino_model.bin","sizeBytes":265455736},{"lfs":false,"path":"openvino/openvino_model.xml","sizeBytes":217575},{"lfs":true,"path":"openvino/openvino_model_qint8_quantized.bin","sizeBytes":66970752},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.xml","sizeBytes":372340},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":265491187},{"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":265571968}],"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":2592965277,"sizeKnown":true,"sizeLabel":"2.4 GB","sizeReason":"","declaredSizeBytes":2592965277,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":42795,"stars":15,"citations":0,"updatedAt":"2026-07-31T01:34:46.019Z","createdAt":"2026-06-29T22:23:52.955Z","version":"hf-main","upstream":{"gated":false,"repoId":"sentence-transformers/msmarco-distilbert-dot-v5","private":false,"repoUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-dot-v5","disabled":false,"provider":"huggingface","repoType":"model","revision":"c53e81ab2aa9dae60c5e35f892daaf1d67704012","fetchedAt":"2026-07-29T22:17:15.838Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-07-31T01:34:46.019Z","mirroredBy":"mirror-batch-worker","totalFiles":28,"hostedFiles":11,"mirroredBytes":266168294,"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_a2ceeeaf9ce291f96ab24aa836bf6bccb2409271a49104792c02222a7b30967c","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-dot-v5","representationId":"rep-7133e5879b91d8113a9ff9e6f934eac02a129edf9689c67c15f3a65ccc5650af","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-7133e5879b91d8113a9ff9e6f934eac02a129edf9689c67c15f3a65ccc5650af","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-dot-v5","format":"safetensors","source":{"provider":"huggingface","identity":"sentence-transformers/msmarco-distilbert-dot-v5","revision":"c53e81ab2aa9dae60c5e35f892daaf1d67704012","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:a37f83ada23e7887be6b88f4998927dbeac0038af301553c7cd5461413bf1a56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0cc8c57608c0a8f4f9b971e862a10a280d4438d108a9a9c8ae12873b75428f16"},{"path":"README.md","role":"support","sizeBytes":6268,"sha256":"sha256:0bd422a1d6178495d0ebe0192c0a94217c54d26f62f18a7e1cad9f1ec404eda0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f2f21e09b3bc01a2499881fb74ddd7a4fbc9b084cb308c20a7b9b716d78d06dc"},{"path":"config.json","role":"config","sizeBytes":546,"sha256":"sha256:2011eee516c2b511e5f6a2fbc493c9623a90586a5a9f7f31bc7b26f4cc3b96bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46dc81e2ddb64f937902a27368677db51e0c928f7f683226b1a8ef9dc35b6360"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":212,"sha256":"sha256:a0bd26d1ab4b225b2caefc40bef21c2a6e3e57da466df01a85f56d0dd9acc071","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2347a0c7042c5fc76a887ff0520d71cdb83baae6ab7fd40d71e40424496375dd"},{"path":"model.safetensors","role":"weight","sizeBytes":265462608,"sha256":"sha256:7daa9b9afe07570758bb810eb55b3f248a672c7c348396907d7ce46630cff0df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c2018c2ab30e0243a904d3a118984119fa10d72af984b93ace2ece173eb29df6"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36a9888c6e1feaa8eee0c0686d7dbe4711c4b3bbc5ff49599fdb73d83ac1d069"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7a13477235d03347fc0dd470fa9744a7df5a9a626c7ed0c0912832c875bb0f15"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f8e85aa18dfe7535cdcfec806c1ec63d3a8405337deb25ad375b4b45fc5895d9"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":466248,"sha256":"sha256:081419d86d3f6843c68074f7eefb82c9810048b9ddcf831b400a532bf9797f95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:31144bb42eb67c862f97d54d754da49134dd2d71617311c8ed495543121d95cd"},{"path":"tokenizer_config.json","role":"config","sizeBytes":320,"sha256":"sha256:4959f3c0bad0e7d317eed442b620ef9490be2fdfe3d17c13cddf98041b2579d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4df7d53e0cb18f9892c1eef2a354159bd9b574cdd84dea5c6bbf9de9e7c47578"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:030c2e66860b4faa2c756852be04063dc8d8265a78961d203ac48a07aef76948"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:b6b9e80d0b1dc8e1ab3e0f334b9d824c4a774f7c94f06fe45f17488a01fa4a47","representationDigest":"sha256:24c793e666500fce27e765ac1934713dbaf83bdc4193b6dbfd6503c7836689bd","evidenceSnapshotDigest":"sha256:f7792f9ee0f3e9d3fce0e1dbd8b08f43ee439d95e0f4dc37d59ad6eefc32dcae","evaluatedAt":"2026-07-31T01:34:46.463Z","authorityVersion":"sha256:fccbf187836eeb161e4dc245e72b7a8e6d6362e1958dafeab689b5129b0c9aa0","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":28,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:57:03.477Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-msmarco-distilbert-dot-v5"}},"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":28,"publicDownloadableFileCount":11,"externalFileCount":28,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2592965277,"label":"2.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":42795,"upstreamStars":15,"label":"43K 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/msmarco-distilbert-dot-v5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/28 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/msmarco-distilbert-dot-v5","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/28 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":17,"totalFiles":28},"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-msmarco-distilbert-dot-v5/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/msmarco-distilbert-dot-v5"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T08:57:03.477Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-msmarco-distilbert-dot-v5"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-dot-v5","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/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/msmarco-distilbert-dot-v5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/28 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/msmarco-distilbert-dot-v5","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/28 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":17,"totalFiles":28},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-dot-v5","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/distribution"},"supportedClaims":["sentence-transformers/msmarco-distilbert-dot-v5 has 0 self-reported, unqualified Hugging Bay community reviews.","sentence-transformers/msmarco-distilbert-dot-v5 has 0 self-reported run claims; none qualify verification during limited availability.","sentence-transformers/msmarco-distilbert-dot-v5 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-msmarco-distilbert-dot-v5/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-dot-v5"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-dot-v5/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."}}