{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T13:05:14.227Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-infly-inf-retriever-v1-1-5b","repo":"infly/inf-retriever-v1-1.5b","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":3098074774,"readinessCheckedAt":"2026-10-30T12:24:49.866Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":13,"mirroredBytes":3098074774,"readinessCheckedAt":"2026-10-30T12:24:49.866Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-infly-inf-retriever-v1-1-5b","owner":"infly","name":"inf-retriever-v1-1.5b","repo":"infly/inf-retriever-v1-1.5b","type":"embedding","summary":"Model from Hugging Face for sentence similarity: infly/inf-retriever-v1-1.5b · 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":3098154702,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"infly","sourceUrl":"https://huggingface.co/infly/inf-retriever-v1-1.5b","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","safetensors","qwen2","feature-extraction","transformers","sentence-similarity","custom_code","en","zh","base_model:alibaba-nlp/gte-qwen2-1.5b-instruct","base_model:finetune:alibaba-nlp/gte-qwen2-1.5b-instruct","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us","embedding"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","txt","safetensors","py"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en","zh"],"sourceUrl":"https://huggingface.co/infly/inf-retriever-v1-1.5b","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","license","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en zh safetensors transformers base_model:alibaba-nlp/gte-qwen2-1.5b-instruct base_model:finetune:alibaba-nlp/gte-qwen2-1.5b-instruct text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","zh","safetensors","transformers","base_model:alibaba-nlp/gte-qwen2-1.5b-instruct","base_model:finetune:alibaba-nlp/gte-qwen2-1.5b-instruct","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":19351},{"lfs":false,"path":"added_tokens.json","sizeBytes":80},{"lfs":false,"path":"config.json","sizeBytes":918},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":284},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":3086574240},{"lfs":false,"path":"modeling_qwen.py","sizeBytes":67598},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":55},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":370},{"lfs":false,"path":"tokenization_qwen.py","sizeBytes":10811},{"lfs":false,"path":"tokenizer.json","sizeBytes":7028814},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1330},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":3098154702,"sizeKnown":true,"sizeLabel":"2.9 GB","sizeReason":"","declaredSizeBytes":3098154702,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":4393,"stars":47,"citations":0,"updatedAt":"2026-08-28T19:40:21.620Z","createdAt":"2026-06-30T02:05:47.866Z","version":"hf-main","upstream":{"gated":false,"repoId":"infly/inf-retriever-v1-1.5b","private":false,"repoUrl":"https://huggingface.co/infly/inf-retriever-v1-1.5b","disabled":false,"provider":"huggingface","repoType":"model","revision":"476f2840b314cce3ef5a1de240012069c55687fa","fetchedAt":"2026-08-28T19:32:20.325Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-28T19:40:21.620Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":13,"mirroredBytes":3098074774,"mirroredFiles":13,"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_f5eb9bd397c99ed8b6eb7a399c52a03e2efb3ca515cbfe458969aa51c2c6ed37","artifactId":"hf-model-infly-inf-retriever-v1-1-5b","representationId":"rep-b65c36132e4c1e61aa635f11815d543fc3a4c2a5227c330f4b4fc85e9a5d60f8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-b65c36132e4c1e61aa635f11815d543fc3a4c2a5227c330f4b4fc85e9a5d60f8","artifactId":"hf-model-infly-inf-retriever-v1-1-5b","format":"safetensors","source":{"provider":"huggingface","identity":"infly/inf-retriever-v1-1.5b","revision":"476f2840b314cce3ef5a1de240012069c55687fa","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":297,"sha256":"sha256:40d120b92655c16390bd52c43540ada5f74ab94991d00838df6742c0d640d35b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b9c7180c4540ad5bbe98428c132e61959dd1b9374a8a594f2a5d4f35b337c41a"},{"path":"README.md","role":"support","sizeBytes":19351,"sha256":"sha256:c79379920db9f6262ce97343e9b2bae4af58a249d86e83d1cfd88a86bbfe7144","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ffef673d34a1a79d6c6bf2a0c0690f786edd9d5c5f93694a2519828fb8a23ab1"},{"path":"added_tokens.json","role":"support","sizeBytes":80,"sha256":"sha256:6a475432c61f8d6154d10d28c37671a36e5717daf3d15002a988968fee54a500","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b1465a68f57b69f3984377e5681959aed141195e936e2454c2d19c86982124fb"},{"path":"config.json","role":"config","sizeBytes":918,"sha256":"sha256:571b88e40753ccb0ca6f2d65d69ff12e77cc8d6dfbcbba2c10bc8f6772bfc645","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d1d9db1125f9d388caf3070241eba9dd719ba8a4887acd6d7d69c3c5e2ddac4b"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":284,"sha256":"sha256:89df38eb06c9f934ee613d846fd9ea88468cc99791e036b5bbc412411fbb1c95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e089b9f57426610cbd4e9cb154616f939137d954382a255f34f18aaa59c2e4d1"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c3d6ab010440795d25366bb83fe463312afb4f43aca4b4ff43fb7cc1c314c60"},{"path":"model.safetensors","role":"weight","sizeBytes":3086574240,"sha256":"sha256:19d559236e474d618fe407d417083c365227a7618f04381d71c178c99245278e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7394db0d186d841a2227c7dcfa7f8840e9ffad7248bc6acb261079bcf22b6a8d"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c4e9b5c9273af39c2cf8325387a334053b1738961e839054185b2d78caeb18e"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":55,"sha256":"sha256:1140b92d307aec9383d897169c9f489f3a568787b80bf760f5d7cc9d25169a65","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:eae334f51a1eedbc3137939d81da2dca7c1bbbba3f64a1ba8503a4af42c84d53"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":370,"sha256":"sha256:daf48284de8f4779b1dbf20963a68180002fba2a34a5da72292380c5d9fb6af2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36b316523a9fa477e97ed643cc13f96bd76eff40fdaf49fb983b1240ea34ecf5"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7028814,"sha256":"sha256:5343fd4ec6a5845897db6b44347d529b46cff37380027ff3a8f096cf9bb1c85d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e414c9ef46f47e9a6bb3b99e3920a75f579c88e412313a9113d5468c84c6b6c2"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1330,"sha256":"sha256:8f60591290164277ab139ee0a07dc6c8f807cc34a009c81db141dabf967f3cfb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3f15120bbefd101946ca312f80c044134f5e2f94e7b726cd628034c009b41ac1"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0613cc3b6f27eb172fef2d776f8aa7b15c49679d6abcde78288efba3f9353e0b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:7801d321887d6b229266e39c2cef45913c243dd7b97ea198977d55687be6cff8","representationDigest":"sha256:5a1ba3a368d2d0d6d3be50a54f4b1ca72526eebac4e3513006af4bd962ed6665","evidenceSnapshotDigest":"sha256:07bef5f5222f4bd9fc85eb2335a6b1b4a81361a8ff8027878f5ef3588875974e","evaluatedAt":"2026-08-28T19:40:21.932Z","authorityVersion":"sha256:b20a30c4ff4be2db52534cd3369f10766f78a4904a2474a073e8ca2749511d66","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":13,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T12:24:49.866Z","evidence_url":"/api/manifests/hf-model-infly-inf-retriever-v1-1-5b"}},"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":16,"publicDownloadableFileCount":13,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3098154702,"label":"2.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":4393,"upstreamStars":47,"label":"4.4K 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":"infly/inf-retriever-v1-1.5b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/16 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: infly/inf-retriever-v1-1.5b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":3,"totalFiles":16},"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-infly-inf-retriever-v1-1-5b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"infly/inf-retriever-v1-1.5b"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T12:24:49.866Z","evidence_url":"/api/manifests/hf-model-infly-inf-retriever-v1-1-5b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-infly-inf-retriever-v1-1-5b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-infly-inf-retriever-v1-1-5b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/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":"infly/inf-retriever-v1-1.5b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/16 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: infly/inf-retriever-v1-1.5b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 13/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":3,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-infly-inf-retriever-v1-1-5b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-infly-inf-retriever-v1-1-5b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/distribution"},"supportedClaims":["infly/inf-retriever-v1-1.5b has 0 self-reported, unqualified Hugging Bay community reviews.","infly/inf-retriever-v1-1.5b has 0 self-reported run claims; none qualify verification during limited availability.","infly/inf-retriever-v1-1.5b 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-infly-inf-retriever-v1-1-5b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-infly-inf-retriever-v1-1-5b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-infly-inf-retriever-v1-1-5b/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."}}