{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T21:01:01.098Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-base-v4","repo":"sentence-transformers/msmarco-distilbert-base-v4","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T20:52:39.180Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T20:52:39.180Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-sentence-transformers-msmarco-distilbert-base-v4","owner":"sentence-transformers","name":"msmarco-distilbert-base-v4","repo":"sentence-transformers/msmarco-distilbert-base-v4","type":"embedding","summary":"Model from Hugging Face for sentence similarity: sentence-transformers/msmarco-distilbert-base-v4 · 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":2592947194,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sentence-transformers","sourceUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-base-v4","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","distilbert","feature-extraction","sentence-similarity","transformers","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":[],"sourceUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-base-v4","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":3531},{"lfs":false,"path":"config.json","sizeBytes":545},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":122},{"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":217569},{"lfs":true,"path":"openvino/openvino_model_qint8_quantized.bin","sizeBytes":66970752},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.xml","sizeBytes":372334},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":265486777},{"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":2592947194,"sizeKnown":true,"sizeLabel":"2.4 GB","sizeReason":"","declaredSizeBytes":2592947194,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":108151,"stars":12,"citations":0,"updatedAt":"2026-07-31T01:37:45.787Z","createdAt":"2026-06-29T19:35:20.389Z","version":"hf-main","upstream":{"gated":false,"repoId":"sentence-transformers/msmarco-distilbert-base-v4","private":false,"repoUrl":"https://huggingface.co/sentence-transformers/msmarco-distilbert-base-v4","disabled":false,"provider":"huggingface","repoType":"model","revision":"b2f66c95aba1481a880479165582020c2b9b64d7","fetchedAt":"2026-07-29T22:17:13.454Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-07-31T01:37:45.787Z","mirroredBy":"mirror-batch-worker","totalFiles":27,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_a987275b529c7919aa941887a352207f2fd67a347a1edf920f4dba793aa4588c","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-base-v4","representationId":"rep-e7b0641f774cf8434509565f5a185033fdf211cb1d16db1f21b22f5032e1e1f2","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e7b0641f774cf8434509565f5a185033fdf211cb1d16db1f21b22f5032e1e1f2","artifactId":"hf-model-sentence-transformers-msmarco-distilbert-base-v4","format":"safetensors","source":{"provider":"huggingface","identity":"sentence-transformers/msmarco-distilbert-base-v4","revision":"b2f66c95aba1481a880479165582020c2b9b64d7","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":190,"sha256":"sha256:a37f83ada23e7887be6b88f4998927dbeac0038af301553c7cd5461413bf1a56","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fb038f3940f5ae03640666d5ba378f47a1ad2c33f58da7e1a70786aa6f8ac88"},{"path":"README.md","role":"support","sizeBytes":3531,"sha256":"sha256:245ff871f483b990112c34798f22e53aecc33d173dcc15753f61f5eb4f158ea6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5e9d368a2247031c2ee9f0687afeaffd57c6d51c32c40d24d59a86cd8509327e"},{"path":"config.json","role":"config","sizeBytes":545,"sha256":"sha256:fc11aeb93f66e18a950c753b9b1d4dad0fa07a097dfa78b41ec264460dd84cb0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:64c7dcd0a301d333c920d9d01a85974f2c625c85eadbc3f78bb3d3d2c4dd0431"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":122,"sha256":"sha256:b8c64b5cece00d8424b4896ea75b512b6008576088497609dfeb6bd63e6d36b8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d895b181906fe6a14984903b4d6c9e71266ef05e3045fd0dc69c2c05537dcc8b"},{"path":"model.safetensors","role":"weight","sizeBytes":265462608,"sha256":"sha256:3083803ab54614d7c0627b19aa2d7070cd4c49116dc8efd6fae3016526a10015","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:514547a3dc84371ef1adb6efd2e32469f092d3e43b0fee54c49f87dd326f3cb0"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4ce33ee2693b0b3233af528a977561766effe3efb22afb8b40919ac2bc487e7e"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:181b8d2ede3651436bc7068f665495256684e50c5a4d349e4ba512a60e477677"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a297ad20af6b6662e98b31cd9944ba35286b6f450cf97bc65a4afb21c074dd8e"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":466248,"sha256":"sha256:081419d86d3f6843c68074f7eefb82c9810048b9ddcf831b400a532bf9797f95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fb44e8062a974c3a6ca03c3ab77cf042dace9b971ac466c2642543b14c2188eb"},{"path":"tokenizer_config.json","role":"config","sizeBytes":319,"sha256":"sha256:60435b08e2e03c13a5a3080a3141a74a27d80f626a74d20ebad970f12fd53e10","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:149db3f3e92899ea68c7954a2d2b358fce8492887d9cb73742d11f0c463f7b4f"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":231508,"sha256":"sha256:07eced375cec144d27c900241f3e339478dec958f92fddbc551f295c992038a3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:923a1a9f46d7912f7307cce5c781facedb498a9e3a662694ce4a3c57bba4fbb7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c263e8c48dc7393644753f90e0d4f974fa90beac4b80c98c5d241934a62f1395","representationDigest":"sha256:1091504cef3c3be51bff1fb4163e512e7d2a42f9aac47e66549a62e24acf2388","evidenceSnapshotDigest":"sha256:f4c3ca1650597d7547bde5b354751288ba10de725764d5adf304a9297033c6e6","evaluatedAt":"2026-07-31T01:37:46.233Z","authorityVersion":"sha256:a1444708cc00dd05aeda53ed68d3cd5e33ceb51dec97ece5d3ee9667fe8a9ecd","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":"2026-10-29T20:52:39.180Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-msmarco-distilbert-base-v4"}},"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":"blocked","hosted":false,"fileCount":27,"publicDownloadableFileCount":0,"externalFileCount":27,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2592947194,"label":"2.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":108151,"upstreamStars":12,"label":"108K 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-base-v4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: sentence-transformers/msmarco-distilbert-base-v4","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":27,"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-msmarco-distilbert-base-v4/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-base-v4"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T20:52:39.180Z","evidence_url":"/api/manifests/hf-model-sentence-transformers-msmarco-distilbert-base-v4"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-msmarco-distilbert-base-v4/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-base-v4","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/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-base-v4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: sentence-transformers/msmarco-distilbert-base-v4","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":27,"totalFiles":27},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sentence-transformers-msmarco-distilbert-base-v4/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-base-v4","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/distribution"},"supportedClaims":["sentence-transformers/msmarco-distilbert-base-v4 has 0 self-reported, unqualified Hugging Bay community reviews.","sentence-transformers/msmarco-distilbert-base-v4 has 0 self-reported run claims; none qualify verification during limited availability.","sentence-transformers/msmarco-distilbert-base-v4 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-base-v4/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sentence-transformers-msmarco-distilbert-base-v4"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sentence-transformers-msmarco-distilbert-base-v4/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."}}