{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T21:22:47.068Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-albertobarnabo-ecommerce-product-search-embeddings","repo":"albertobarnabo/ecommerce-product-search-embeddings","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":134176098,"readinessCheckedAt":"2026-10-29T21:13:48.732Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":134176098,"readinessCheckedAt":"2026-10-29T21:13:48.732Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-albertobarnabo-ecommerce-product-search-embeddings","owner":"albertobarnabo","name":"ecommerce-product-search-embeddings","repo":"albertobarnabo/ecommerce-product-search-embeddings","type":"embedding","summary":"Model from Hugging Face for sentence similarity: albertobarnabo/ecommerce-product-search-embeddings · 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":"baseModel","value":"BAAI/bge-small-en-v1.5"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"BAAI/bge-small-en-v1.5","field":"baseModel"}],"parameters":null,"size":{"bytes":306405708,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"albertobarnabo","sourceUrl":"https://huggingface.co/albertobarnabo/ecommerce-product-search-embeddings","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","onnx","safetensors","bert","sentence-similarity","feature-extraction","e-commerce","ecommerce","product-search","semantic-search","retrieval","information-retrieval","shopify","woocommerce","shopping-queries","esci","amazon","matryoshka","cpu","en"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","onnx"],"baseModel":"BAAI/bge-small-en-v1.5","derivedFrom":"BAAI/bge-small-en-v1.5","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["tasksource/esci","albertobarnabo/esci-product-search-pairs"],"paperIds":["2206.06588"],"repoType":"model","baseModel":"BAAI/bge-small-en-v1.5","languages":["en"],"sourceUrl":"https://huggingface.co/albertobarnabo/ecommerce-product-search-embeddings","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en tasksource/esci albertobarnabo/esci-product-search-pairs baai/bge-small-en-v1.5 onnx safetensors retrieval information-retrieval text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","tasksource/esci","albertobarnabo/esci-product-search-pairs","baai/bge-small-en-v1.5","onnx","safetensors","retrieval","information-retrieval","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":89},{"lfs":false,"path":"README.md","sizeBytes":15660},{"lfs":false,"path":"config.json","sizeBytes":789},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":340},{"lfs":false,"path":"eval/final_baai__bge-small-en-v1.5.json","sizeBytes":904777},{"lfs":false,"path":"eval/final_ft.json","sizeBytes":902948},{"lfs":false,"path":"eval/final_ft_v2.json","sizeBytes":902943},{"lfs":false,"path":"eval/final_sentence-transformers__all-minilm-l6-v2.json","sizeBytes":903465},{"lfs":false,"path":"eval/final_static.json","sizeBytes":900110},{"lfs":false,"path":"eval/final_static_v2.json","sizeBytes":899666},{"lfs":false,"path":"eval/speed_bench.json","sizeBytes":288},{"lfs":true,"path":"model.safetensors","sizeBytes":133462104},{"lfs":false,"path":"modules.json","sizeBytes":429},{"lfs":true,"path":"onnx/model.onnx","sizeBytes":133041945},{"lfs":true,"path":"onnx/model_quantized.onnx","sizeBytes":33755585},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer.json","sizeBytes":711781},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":414},{"lfs":false,"path":"train_config.json","sizeBytes":615}],"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":306405708,"sizeKnown":true,"sizeLabel":"292.2 MB","sizeReason":"","declaredSizeBytes":306405708,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":323,"stars":1,"citations":0,"updatedAt":"2026-09-23T04:49:31.852Z","createdAt":"2026-09-23T04:47:48.952Z","version":"hf-main","upstream":{"gated":false,"repoId":"albertobarnabo/ecommerce-product-search-embeddings","private":false,"repoUrl":"https://huggingface.co/albertobarnabo/ecommerce-product-search-embeddings","disabled":false,"provider":"huggingface","repoType":"model","revision":"d62f14915f71beb7af7f2ed9e61a734d985598c0","fetchedAt":"2026-09-23T04:47:48.950Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T04:49:31.852Z","mirroredBy":"mirror-batch-worker","totalFiles":20,"hostedFiles":7,"mirroredBytes":134176098,"mirroredFiles":7,"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_8a3cb69a8bb24b8a8f34c297fbcec95a91691f6f0aa9b4181ea327b733623329","artifactId":"hf-model-albertobarnabo-ecommerce-product-search-embeddings","representationId":"rep-13b575589733a6e4fdda5dcdefc3f860a5e5384349dd0bd30d36d2fe48667b80","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-13b575589733a6e4fdda5dcdefc3f860a5e5384349dd0bd30d36d2fe48667b80","artifactId":"hf-model-albertobarnabo-ecommerce-product-search-embeddings","format":"safetensors","source":{"provider":"huggingface","identity":"albertobarnabo/ecommerce-product-search-embeddings","revision":"d62f14915f71beb7af7f2ed9e61a734d985598c0","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":789,"sha256":"sha256:c93477daffb7c4c397c6fdfda5e1e55a177a895440a9fb86214c8b4ae2a31007","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:052288e097824f41afd149232a6c096cb9a217328598e9c9f85bc85d25f671b8"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":340,"sha256":"sha256:599af6bce76c608eced16e35cd7c5c807af2be9891b4556c542ec111938f3c2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:be6ca66b1a5c4d3b6db5dcd4b95df650c428b2eeedf815699644203baeb1fcef"},{"path":"model.safetensors","role":"weight","sizeBytes":133462104,"sha256":"sha256:d07d3e8f5087fed6ccd2d7e36263486f58a30191444e68c95563f50383132d6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0e24ad978ef93fa76bd25528f87f2d3220114ad5f60d7cc09e8655cbb7d4b7d0"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e6671486254a2bff62301c9b0e8c730ad29b679f05dd61420023600b822be553"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:500e24532bd818cb893f71fff0e939e45c9ff0582a4c86680de30a7bf9dc4fe6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711781,"sha256":"sha256:aac58ebff064d4cb1c8349b050877c435ba6ef82a2566bcf8c393805a1b3e5ad","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:32a0c2710993972d66198b4f350c3d2a7316f2a52bdc8904f2f47520e2f5d80f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":414,"sha256":"sha256:1efda52783d9f857f647c0b5d8e5c4640ba83adebe72d20d34b16ab34de8b67c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1f6fb916eb6422529fd9a4ef1fa555cff997b8ad861f537159e0b8c8ad3ceb9"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e1cfc33aaabc0a5f85614810644d62b0ee36099b4894f6ef4e9b7a509531c1a2","representationDigest":"sha256:cdcc131d820f8e71d711c4e744d044ed63ad8c40a6f59bdf7947855bde9099c6","evidenceSnapshotDigest":"sha256:70260510f9b18b3d57f084d13fddecbbe9366b0aaa698e569b153972ae6d8212","evaluatedAt":"2026-09-23T04:49:32.355Z","authorityVersion":"sha256:96565bb957159e6882e3d4279dcf1f682ec6bc3c83efc08ce84280564269a2df","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":20,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T21:13:48.732Z","evidence_url":"/api/manifests/hf-model-albertobarnabo-ecommerce-product-search-embeddings"}},"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":20,"publicDownloadableFileCount":7,"externalFileCount":20,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":306405708,"label":"292.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":323,"upstreamStars":1,"label":"323 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":"albertobarnabo/ecommerce-product-search-embeddings"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/20 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: albertobarnabo/ecommerce-product-search-embeddings","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":13,"totalFiles":20},"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-albertobarnabo-ecommerce-product-search-embeddings/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"albertobarnabo/ecommerce-product-search-embeddings"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T21:13:48.732Z","evidence_url":"/api/manifests/hf-model-albertobarnabo-ecommerce-product-search-embeddings"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-albertobarnabo-ecommerce-product-search-embeddings/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-albertobarnabo-ecommerce-product-search-embeddings","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/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":"albertobarnabo/ecommerce-product-search-embeddings"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/20 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: albertobarnabo/ecommerce-product-search-embeddings","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":13,"totalFiles":20},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-albertobarnabo-ecommerce-product-search-embeddings/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-albertobarnabo-ecommerce-product-search-embeddings","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/distribution"},"supportedClaims":["albertobarnabo/ecommerce-product-search-embeddings has 0 self-reported, unqualified Hugging Bay community reviews.","albertobarnabo/ecommerce-product-search-embeddings has 0 self-reported run claims; none qualify verification during limited availability.","albertobarnabo/ecommerce-product-search-embeddings 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-albertobarnabo-ecommerce-product-search-embeddings/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-albertobarnabo-ecommerce-product-search-embeddings"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-albertobarnabo-ecommerce-product-search-embeddings/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."}}