{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T12:33:55.405Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","repo":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":1078401438,"readinessCheckedAt":"2026-10-31T12:18:35.702Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":1078401438,"readinessCheckedAt":"2026-10-31T12:18:35.702Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","owner":"dolfsai","name":"Qwen3-Embedding-0.6B-vllm-W8A8","repo":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","type":"embedding","summary":"Model from Hugging Face: dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"task","value":"feature-extraction"}],"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":"dolfsai","sourceUrl":"https://huggingface.co/dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","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","safetensors","qwen3","feature-extraction","en","es","dataset:huggingfaceh4/ultrachat_200k","base_model:qwen/qwen3-embedding-0.6b","base_model:quantized:qwen/qwen3-embedding-0.6b","license:apache-2.0","8-bit","compressed-tensors","region:us"],"task":"feature-extraction","modality":"text","framework":"unknown","formats":["gitattributes","md","json","txt","safetensors","yaml"],"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":35,"stars":1,"citations":0,"updatedAt":"2026-08-04T07:37:23.920Z","createdAt":"2026-06-30T18:59:26.591Z","version":"hf-main","upstream":{"gated":false,"repoId":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","private":false,"repoUrl":"https://huggingface.co/dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","disabled":false,"provider":"huggingface","repoType":"model","revision":"e4f23fb8f8483695455094412dca666364f24ce2","fetchedAt":"2026-06-30T18:59:26.591Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-04T07:37:23.920Z","mirroredBy":"mirror-batch-worker","mirroredBytes":1078401438,"mirroredFiles":11,"storageProvider":"gcs","hosted":true,"hostedFiles":11,"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_195fa97e4b7be313898ef9b457bb34eb3de2cec57a1612e0221cbf3f8bc8f99f","artifactId":"hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","representationId":"rep-db871b59cca8a0d97211d2a34ecaa0f79e04760bdd238b86390992424853dec4","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-db871b59cca8a0d97211d2a34ecaa0f79e04760bdd238b86390992424853dec4","artifactId":"hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","format":"safetensors","source":{"provider":"huggingface","identity":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","revision":"e4f23fb8f8483695455094412dca666364f24ce2","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":783,"sha256":"sha256:4266ed9e8df3db6d9535a46eab6281f90ef7624f432268e8da7c1cd723c02da0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6b39bc7d4250b7c93dccf0724619a3d7709b2d7746701968cbbaec89a44c6527"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9b099ba24688cab3a435124cb67cb765307aedadb5fbeaed98dbd6a52b2e3a14"},{"path":"config.json","role":"config","sizeBytes":1781,"sha256":"sha256:219f157b418e8e34b698c3a48c4be067cde6d0ff1df133b071ea0bd2807aac71","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e7f74099afe7016e17e578e550e736d6fe63bfe05d842205214528f0842b1b6d"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b398d7288231ae75775034637e79d5aae1a35d370894710d3a2ec931ae9afb1"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bc16b5465c845306c70515c781f4723a617af401242b2e12f78937eb4a58a55b"},{"path":"model.safetensors","role":"weight","sizeBytes":1062515168,"sha256":"sha256:4ae2282b34b6175cb7ca851708d902d17d385c80de20aa24f8548698f4430120","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:31720f312ab3bd733c0ec1b6daf9384261d04d9da88233731f1049ea07579973"},{"path":"recipe.yaml","role":"support","sizeBytes":172,"sha256":"sha256:2d666cee8a68a48fc9ac541e26bfb18dddb67940f22a37605c6538f8db3e9aa0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3fc538067267e13d517804b64690d81cab9f40097af55cd0efa8fbd69726a720"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:802b66bfa1536345adda0b68a0213835f77ecc4c8ccf5f45536acccc5ec6dc05"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11423705,"sha256":"sha256:def76fb086971c7867b829c23a26261e38d9d74e02139253b38aeb9df8b4b50a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e5cc0b26007b24e13acc3a7f64b10276150041ee87320a883fa2a3eeb360fc1b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9706,"sha256":"sha256:253153d0738ceb4c668d2eff957714dd2bea0b56de772a9fdccd96cbf517e6a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f69fa2c568f3c492cef03462f0f5033a755f953a089e4b6523b00fdc9e2050bc"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3e7cd48ca8b1c5e14a772c4c0508688a0a29b7fe952638391c2c5d662144f204"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:9bbb521234c79b6b5faddb2cfdf2f43e5e38df5834eea0ba7f0e4666056884e7","representationDigest":"sha256:cceeced1f11e9dbc300069637698565ad89904d621eaa5f6fc68e32f5b81cbeb","evidenceSnapshotDigest":"sha256:7a644a978bd11426167017ff6cd4add25cd7c9fb96d35f9da54d95038f836969","evaluatedAt":"2026-08-04T07:37:24.446Z","authorityVersion":"sha256:b6d7109c20be7c90c1be5fa7d12dff7f6c3d05e66f552e265ebd68b959e0b446","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T12:18:35.702Z","evidence_url":"/api/manifests/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8"}},"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":12,"publicDownloadableFileCount":11,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":35,"upstreamStars":1,"label":"35 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":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/12 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: dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":1,"totalFiles":12},"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-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T12:18:35.702Z","evidence_url":"/api/manifests/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/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":"dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/12 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: dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":1,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/distribution"},"supportedClaims":["dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8 has 0 self-reported, unqualified Hugging Bay community reviews.","dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8 has 0 self-reported run claims; none qualify verification during limited availability.","dolfsai/Qwen3-Embedding-0.6B-vllm-W8A8 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-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-dolfsai-qwen3-embedding-0-6b-vllm-w8a8/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."}}