{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-03T05:37:05.968Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sai1000-all-minilm-l6-v2","repo":"sai1000/all-MiniLM-L6-v2","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91336215,"readinessCheckedAt":"2026-11-03T03:42:56.587Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91336215,"readinessCheckedAt":"2026-11-03T03:42:56.587Z","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-sai1000-all-minilm-l6-v2","owner":"sai1000","name":"all-MiniLM-L6-v2","repo":"sai1000/all-MiniLM-L6-v2","type":"embedding","summary":"Model from Hugging Face for sentence similarity: sai1000/all-MiniLM-L6-v2 · 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":976948668,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"sai1000","sourceUrl":"https://huggingface.co/sai1000/all-MiniLM-L6-v2","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","pytorch","tf","rust","onnx","safetensors","openvino","bert","feature-extraction","sentence-similarity","transformers","en","dataset:s2orc","dataset:flax-sentence-embeddings/stackexchange_xml","dataset:ms_marco","dataset:gooaq","dataset:yahoo_answers_topics","dataset:code_search_net","dataset:search_qa","dataset:eli5"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","onnx","bin","xml","ot"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["s2orc","flax-sentence-embeddings/stackexchange_xml","ms_marco","gooaq","yahoo_answers_topics","code_search_net","search_qa","eli5","snli","multi_nli","wikihow","natural_questions"],"paperIds":["1904.06472","2102.07033","2104.08727","1704.05179","1810.09305"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/sai1000/all-MiniLM-L6-v2","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en s2orc flax-sentence-embeddings/stackexchange_xml ms_marco gooaq yahoo_answers_topics code_search_net search_qa eli5 snli multi_nli wikihow natural_questions onnx safetensors transformers dataset:flax-sentence-embeddings/stackexchange_xml dataset:embedding-data/sentence-compression dataset:embedding-data/flickr30k-captions dataset:embedding-data/altlex dataset:embedding-data/simple-wiki dataset:embedding-data/qqp dataset:embedding-data/specter dataset:embedding-data/paq_pairs dataset:embedding-data/wikianswers text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","s2orc","flax-sentence-embeddings/stackexchange_xml","ms_marco","gooaq","yahoo_answers_topics","code_search_net","search_qa","eli5","snli","multi_nli","wikihow","natural_questions","onnx","safetensors","transformers","dataset:flax-sentence-embeddings/stackexchange_xml","dataset:embedding-data/sentence-compression","dataset:embedding-data/flickr30k-captions","dataset:embedding-data/altlex","dataset:embedding-data/simple-wiki","dataset:embedding-data/qqp","dataset:embedding-data/specter","dataset:embedding-data/paq_pairs","dataset:embedding-data/wikianswers","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":10454},{"lfs":false,"path":"config.json","sizeBytes":612},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":116},{"lfs":false,"path":"data_config.json","sizeBytes":39265},{"lfs":true,"path":"model.safetensors","sizeBytes":90868376},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":90405214},{"lfs":true,"path":"onnx/model_O1.onnx","sizeBytes":90360328},{"lfs":true,"path":"onnx/model_O2.onnx","sizeBytes":90326566},{"lfs":true,"path":"onnx/model_O3.onnx","sizeBytes":90326497},{"lfs":true,"path":"onnx/model_O4.onnx","sizeBytes":45212349},{"lfs":true,"path":"onnx/model_qint8_arm64.onnx","sizeBytes":23026053},{"lfs":true,"path":"onnx/model_qint8_avx512.onnx","sizeBytes":23026053},{"lfs":true,"path":"onnx/model_qint8_avx512_vnni.onnx","sizeBytes":23026053},{"lfs":true,"path":"onnx/model_quint8_avx2.onnx","sizeBytes":23046789},{"lfs":true,"path":"openvino/openvino_model.bin","sizeBytes":90265744},{"lfs":false,"path":"openvino/openvino_model.xml","sizeBytes":211315},{"lfs":true,"path":"openvino/openvino_model_qint8_quantized.bin","sizeBytes":22933664},{"lfs":false,"path":"openvino/openvino_model_qint8_quantized.xml","sizeBytes":368006},{"lfs":true,"path":"pytorch_model.bin","sizeBytes":90888945},{"lfs":true,"path":"rust_model.ot","sizeBytes":90887379},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53}],"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":976948668,"sizeKnown":true,"sizeLabel":"931.7 MB","sizeReason":"","declaredSizeBytes":976948668,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":97,"stars":0,"citations":0,"updatedAt":"2026-09-29T08:28:19.093Z","createdAt":"2026-09-29T08:27:36.625Z","version":"hf-main","upstream":{"gated":false,"repoId":"sai1000/all-MiniLM-L6-v2","private":false,"repoUrl":"https://huggingface.co/sai1000/all-MiniLM-L6-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"c7870c59fa9478e3b5d912bf2f243b284ff471c2","fetchedAt":"2026-09-29T08:27:36.620Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-29T08:28:19.093Z","mirroredBy":"mirror-batch-worker","totalFiles":30,"hostedFiles":8,"mirroredBytes":91336215,"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_c9492c9d87764d9acfa6ecc6c68985c993b08d57f5e987d19731e068f06749dd","artifactId":"hf-model-sai1000-all-minilm-l6-v2","representationId":"rep-36f2846a525d29f25f318a475edeb2547d965a2789baa3bcd542ddd942699e9e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-36f2846a525d29f25f318a475edeb2547d965a2789baa3bcd542ddd942699e9e","artifactId":"hf-model-sai1000-all-minilm-l6-v2","format":"safetensors","source":{"provider":"huggingface","identity":"sai1000/all-MiniLM-L6-v2","revision":"c7870c59fa9478e3b5d912bf2f243b284ff471c2","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":612,"sha256":"sha256:953f9c0d463486b10a6871cc2fd59f223b2c70184f49815e7efbcab5d8908b41","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98fdd1398e384597642c7272c67cc2e5d29d85bee7033e095f1a9c6b30643d4f"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":116,"sha256":"sha256:061ca9d39661d6c6d6de5ba27f79a1cd5770ea247f8d46412a68a498dc5ac9f3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2396693bda6fb64db63e9e5081438c43172332f864330ab96d2021b438c16031"},{"path":"model.safetensors","role":"weight","sizeBytes":90868376,"sha256":"sha256:53aa51172d142c89d9012cce15ae4d6cc0ca6895895114379cacb4fab128d9db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:572ad6c9ec02faff88a72593a7c810352bf22ac083b5d7a06eb4da3521d301c2"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:62bccf2447e190a1dbbed72d7f32a5b24b3cdfb6c0f2f94d8aeb135bb5a6f86a"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:fc1993fde0a95c24ec6c022539d41cf6e2f7c9721e5415d6fb6897472a9cd4b7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:807b4e214e2b58ef9c2150509945ff2c65c9aea2232c044ede7750386ad8bcc5"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":112,"sha256":"sha256:303df45a03609e4ead04bc3dc1536d0ab19b5358db685b6f3da123d05ec200e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:82f8f4b221953ddac69052daad262ed4208f2ca8fccd7eefd1b7ef2b60668925"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":466247,"sha256":"sha256:be50c3628f2bf5bb5e3a7f17b1f74611b2561a3a27eeab05e5aa30f411572037","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95c46017ed07b29b2d74ee3275e4107e8ff1aad80bd765ac6ec78f1794d7c21f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":350,"sha256":"sha256:acb92769e8195aabd29b7b2137a9e6d6e25c476a4f15aa4355c233426c61576b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0955dc60aecd26cbe0606e97a756a6242db5c1dbc0843a27c5e9d55f23f1d69b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:bf8be2dc2ebf9b5c76ece303366f27a33e42273839b81af45639a2e5233f6f7c","representationDigest":"sha256:d16c1454cfe2cfc6fc2b4543fe09a96e7fa1995274ebc62e8852155862eec5e2","evidenceSnapshotDigest":"sha256:21248e7f9a173056916b2951ef6b468beee14f61f89a3189294cbe4ab694334c","evaluatedAt":"2026-09-29T08:28:19.521Z","authorityVersion":"sha256:094b8a391f2d27edc1e94162180aa6e663e637097a44d2051f09e129c94ad9a1","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":30,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T03:42:56.587Z","evidence_url":"/api/manifests/hf-model-sai1000-all-minilm-l6-v2"}},"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":30,"publicDownloadableFileCount":8,"externalFileCount":30,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":976948668,"label":"931.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":97,"upstreamStars":0,"label":"97 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":"sai1000/all-MiniLM-L6-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/30 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: sai1000/all-MiniLM-L6-v2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/30 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":22,"totalFiles":30},"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-sai1000-all-minilm-l6-v2/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"sai1000/all-MiniLM-L6-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-03T03:42:56.587Z","evidence_url":"/api/manifests/hf-model-sai1000-all-minilm-l6-v2"},"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-sai1000-all-minilm-l6-v2/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sai1000-all-minilm-l6-v2","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/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":"sai1000/all-MiniLM-L6-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/30 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: sai1000/all-MiniLM-L6-v2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/30 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":22,"totalFiles":30},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sai1000-all-minilm-l6-v2/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sai1000-all-minilm-l6-v2","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/distribution"},"supportedClaims":["sai1000/all-MiniLM-L6-v2 has 0 self-reported, unqualified Hugging Bay community reviews.","sai1000/all-MiniLM-L6-v2 has 0 self-reported run claims; none qualify verification during limited availability.","sai1000/all-MiniLM-L6-v2 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-sai1000-all-minilm-l6-v2/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sai1000-all-minilm-l6-v2"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sai1000-all-minilm-l6-v2/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."}}