{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T20:19:06.663Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-jchiang11-engram-retrieval-v0","repo":"jchiang11/engram-retrieval-v0","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91597273,"readinessCheckedAt":"2026-10-30T20:08:45.803Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":91597273,"readinessCheckedAt":"2026-10-30T20:08:45.803Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-jchiang11-engram-retrieval-v0","owner":"jchiang11","name":"engram-retrieval-v0","repo":"jchiang11/engram-retrieval-v0","type":"llm","summary":"Model from Hugging Face: jchiang11/engram-retrieval-v0","cardDescription":"Ranks search results by how closely they match a query.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for ranking text against a query.","confidence":"medium","task":"text-ranking","audience":null,"basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"tags","value":"reranker"},{"field":"task","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"jchiang11","sourceUrl":"https://huggingface.co/jchiang11/engram-retrieval-v0","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","cross-encoder","reranker","generated_from_trainer","dataset_size:194","loss:binarycrossentropyloss","engram","knowledge-objects","text-ranking","arxiv:1908.10084","base_model:cross-encoder/ms-marco-minilm-l6-v2","base_model:finetune:cross-encoder/ms-marco-minilm-l6-v2"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":25,"stars":0,"citations":0,"updatedAt":"2026-08-04T15:47:05.959Z","createdAt":"2026-06-30T19:24:38.070Z","version":"hf-main","upstream":{"gated":false,"repoId":"jchiang11/engram-retrieval-v0","private":false,"repoUrl":"https://huggingface.co/jchiang11/engram-retrieval-v0","disabled":false,"provider":"huggingface","repoType":"model","revision":"1e51a0b8987d61479b01d5b94fcf78588246f85c","fetchedAt":"2026-06-30T19:24:38.070Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T15:47:05.959Z","mirroredBy":"mirror-batch-worker","mirroredBytes":91597273,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"hostedFiles":8,"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_e6775a50b800ce72469b532713727e0ee3f08782f84e4ea0599ad5c2158f29df","artifactId":"hf-model-jchiang11-engram-retrieval-v0","representationId":"rep-905b2129dead537ba87872bcde0c1cd3925fb0ac75f1f4a83bf826e85c3d77e0","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-905b2129dead537ba87872bcde0c1cd3925fb0ac75f1f4a83bf826e85c3d77e0","artifactId":"hf-model-jchiang11-engram-retrieval-v0","format":"safetensors","source":{"provider":"huggingface","identity":"jchiang11/engram-retrieval-v0","revision":"1e51a0b8987d61479b01d5b94fcf78588246f85c","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":17318,"sha256":"sha256:19c21c9625b923841f385e04e5cc8ed2189eccf97c3365ca8d2cf02bb8232981","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f0f962efb58b155c0fb9df6d29b6ea1e1217f03d1438978585ac5e3b60c90eaf"},{"path":"config.json","role":"config","sizeBytes":843,"sha256":"sha256:d5686ebdd990cd4ee155109d94d971054f4558c19b02512ed992287adb5fe0cd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fb9f0d2734032a53f283c497425b9cc01fb17469ed95637c9decb38cecc03375"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":252,"sha256":"sha256:529d823886f1f108a6acf4381fd4f56affdb1bac364af86d1c6392f6142f805f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46d436b61c0d932c949683970a5f0bbe8b6c18b5fe50ffb84e1819403796ab50"},{"path":"model.safetensors","role":"weight","sizeBytes":90866412,"sha256":"sha256:db9bbe23bc42c865c7656bd309e68c9e9bcf04e723f30c7ff7893c65b8595728","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:076d88673824bbda0e9afa7e691a3e709f279951c6cf38cb7e69ac2346bdd44d"},{"path":"modules.json","role":"support","sizeBytes":131,"sha256":"sha256:ec085e5249603c4bbf035028f530b68d78a7387110828d554d3193f41e1b67b9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e6e9b9c0445eaa26a6355df6dae8ae47146bb8346bf2b9766ff4b125e11a18ae"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":225,"sha256":"sha256:d43017ebfb955afe9b83122ef46e15db65d0353a42884c8ad40fb442226e5363","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:85b1db3584655c5ea09e6d2b1076ed7a3b6e19dcb3203b16284ac20589f02e64"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eeafd896003b9263b2b72b850a28e4a2b422ead28ab7855497122940247710a7"},{"path":"tokenizer_config.json","role":"config","sizeBytes":443,"sha256":"sha256:649e41f8cf1cb1b67acc193795ccaef07bcaa3c4e0fc7d286ba8255fab79cffa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:633c764680104671aa412b9a925f35322a5784e01ff96dec31bdbe19ca6102a1"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:29a0bb5a82d060e72398fc2352011694f6a62cca235b00b08afa38199156dfb2","representationDigest":"sha256:36a2b304669222faf24ad0e06b112a8f1598622d5a30987e0bd95ada3611d36d","evidenceSnapshotDigest":"sha256:9f308d291235589a632efbb8d3e4f546ad78e31df67e6c89793dae09656a7377","evaluatedAt":"2026-08-04T15:47:06.409Z","authorityVersion":"sha256:a767434eb9cead3f2f9d97eb4f9e37304376af49d9b07e639d7148392cd2daf4","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":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:45.803Z","evidence_url":"/api/manifests/hf-model-jchiang11-engram-retrieval-v0"}},"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":9,"publicDownloadableFileCount":8,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":25,"upstreamStars":0,"label":"25 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":"jchiang11/engram-retrieval-v0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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: jchiang11/engram-retrieval-v0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"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-jchiang11-engram-retrieval-v0/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"jchiang11/engram-retrieval-v0"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:45.803Z","evidence_url":"/api/manifests/hf-model-jchiang11-engram-retrieval-v0"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-jchiang11-engram-retrieval-v0/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-jchiang11-engram-retrieval-v0","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/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":"jchiang11/engram-retrieval-v0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/9 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: jchiang11/engram-retrieval-v0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":1,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-jchiang11-engram-retrieval-v0/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-jchiang11-engram-retrieval-v0","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/distribution"},"supportedClaims":["jchiang11/engram-retrieval-v0 has 0 self-reported, unqualified Hugging Bay community reviews.","jchiang11/engram-retrieval-v0 has 0 self-reported run claims; none qualify verification during limited availability.","jchiang11/engram-retrieval-v0 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-jchiang11-engram-retrieval-v0/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-jchiang11-engram-retrieval-v0"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-jchiang11-engram-retrieval-v0/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."}}