{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T20:47:49.316Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-techainewb-qwen3-embedding-0-6b-int8","repo":"techAInewb/Qwen3-Embedding-0.6B-INT8","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":763372190,"readinessCheckedAt":"2026-10-29T20:39:47.615Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":763372190,"readinessCheckedAt":"2026-10-29T20:39:47.615Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-techainewb-qwen3-embedding-0-6b-int8","owner":"techAInewb","name":"Qwen3-Embedding-0.6B-INT8","repo":"techAInewb/Qwen3-Embedding-0.6B-INT8","type":"embedding","summary":"Model from Hugging Face for feature extraction: techAInewb/Qwen3-Embedding-0.6B-INT8 · 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 turning text into vectors.","confidence":"low","task":"text-embedding","audience":null,"basis":"recorded-metadata","rules":["task:text-embedding","metadata:text-vectors"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"cardMetadata.libraryName","value":"sentence-transformers"},{"field":"modality","value":"text"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":767846192,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"techAInewb","sourceUrl":"https://huggingface.co/techAInewb/Qwen3-Embedding-0.6B-INT8","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","qwen3","text-generation","transformers","sentence-similarity","feature-extraction","text-embeddings-inference","quantized","arxiv:2506.05176","base_model:qwen/qwen3-embedding-0.6b","base_model:finetune:qwen/qwen3-embedding-0.6b","license:apache-2.0","endpoints_compatible","8-bit","region:us","embedding"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","json","jinja","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2506.05176"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/techAInewb/Qwen3-Embedding-0.6B-INT8","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","license","tags"],"semanticText":"feature-extraction sentence-transformers embedding model safetensors transformers sentence-similarity text-embeddings-inference base_model:qwen/qwen3-embedding-0.6b base_model:finetune:qwen/qwen3-embedding-0.6b","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","safetensors","transformers","sentence-similarity","text-embeddings-inference","base_model:qwen/qwen3-embedding-0.6b","base_model:finetune:qwen/qwen3-embedding-0.6b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":6678},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4116},{"lfs":false,"path":"config.json","sizeBytes":1365},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":751936280},{"lfs":false,"path":"quantization_map.json","sizeBytes":17068},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11423705},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5404},{"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":767846192,"sizeKnown":true,"sizeLabel":"732.3 MB","sizeReason":"","declaredSizeBytes":767846192,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":99,"stars":1,"citations":0,"updatedAt":"2026-09-24T02:41:14.144Z","createdAt":"2026-09-24T02:38:40.553Z","version":"hf-main","upstream":{"gated":false,"repoId":"techAInewb/Qwen3-Embedding-0.6B-INT8","private":false,"repoUrl":"https://huggingface.co/techAInewb/Qwen3-Embedding-0.6B-INT8","disabled":false,"provider":"huggingface","repoType":"model","revision":"f974f47da0928b06ce8fca0611e8c0683b65946f","fetchedAt":"2026-09-24T02:38:40.550Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T02:41:14.144Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":7,"mirroredBytes":763372190,"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_1bc0e30291f3f82dcacbe1ba2baa2f867a28bccf09baaafb00a9ffee0363bed9","artifactId":"hf-model-techainewb-qwen3-embedding-0-6b-int8","representationId":"rep-020db2527b72022fde53f00fd3e9df9551cfd2a3c39a0b5d90d9f8e8d0e32e69","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-020db2527b72022fde53f00fd3e9df9551cfd2a3c39a0b5d90d9f8e8d0e32e69","artifactId":"hf-model-techainewb-qwen3-embedding-0-6b-int8","format":"safetensors","source":{"provider":"huggingface","identity":"techAInewb/Qwen3-Embedding-0.6B-INT8","revision":"f974f47da0928b06ce8fca0611e8c0683b65946f","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:155fcee9bfb31324a686900a9921babeb26f23966a0ae7c06af758480ab43feb"},{"path":"chat_template.jinja","role":"template","sizeBytes":4116,"sha256":"sha256:87a2728cb8dc9fe424d624542f6060ec05a1d285ebbec578bb078900e33396b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3168658958789c2e68cf31dc9f4f03a620b9a89365f3b2f2c205ec76473cf8ba"},{"path":"config.json","role":"config","sizeBytes":1365,"sha256":"sha256:81d55454cbf73b9a53bcd807ddbab9b135d3ed8a44057a72abb5e2699580fd33","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:987f1190586e6bb95fce5b447bd2fe01fa0bb573901a91094e1d58014dc0dc37"},{"path":"model.safetensors","role":"weight","sizeBytes":751936280,"sha256":"sha256:0636ff61ab5469bd2ac1068ab6dff5f34602f8b68ad4fdbef41eccf8d1726691","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f07541f81e82fddf38baff6e078cf503b7445622b2647755eabf94428522ee64"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e5c01cc308812784a5213bb2c440fac9ff4899c5b982d0656f7794ea1826776d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11423705,"sha256":"sha256:def76fb086971c7867b829c23a26261e38d9d74e02139253b38aeb9df8b4b50a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bd381d21aab289f9416787319ae60f443db415cb3f20c50ec5448ef6b1c5158f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5404,"sha256":"sha256:443bfa629eb16387a12edbf92a76f6a6f10b2af3b53d87ba1550adfcf45f7fa0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:77f6dd130a9cd26bc49ef75df61bd2571ebe0571fc755b20b2446ae2b128690b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:41f9487c3c26a251bce86dbb7848a6457ae8d604e7310d8ea7d4f05e804af389","representationDigest":"sha256:1cb94a6b8d4e16b5d5089498bd14314e76fa888562fa81681651a0c5bbbd2102","evidenceSnapshotDigest":"sha256:8b0b30a05b1dc6788ce345fba73c160a9d6e1f87d3e2c56b429edb38637d4735","evaluatedAt":"2026-09-24T02:41:14.406Z","authorityVersion":"sha256:740037cc2a45f1e627513ab33741419967db5135cc4dd25011b13ac92b824975","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":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T20:39:47.615Z","evidence_url":"/api/manifests/hf-model-techainewb-qwen3-embedding-0-6b-int8"}},"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":7,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":767846192,"label":"732.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":99,"upstreamStars":1,"label":"99 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":"techAInewb/Qwen3-Embedding-0.6B-INT8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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: techAInewb/Qwen3-Embedding-0.6B-INT8","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"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-techainewb-qwen3-embedding-0-6b-int8/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"techAInewb/Qwen3-Embedding-0.6B-INT8"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T20:39:47.615Z","evidence_url":"/api/manifests/hf-model-techainewb-qwen3-embedding-0-6b-int8"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-techainewb-qwen3-embedding-0-6b-int8/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-techainewb-qwen3-embedding-0-6b-int8","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/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":"techAInewb/Qwen3-Embedding-0.6B-INT8"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/12 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: techAInewb/Qwen3-Embedding-0.6B-INT8","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":5,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-techainewb-qwen3-embedding-0-6b-int8/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-techainewb-qwen3-embedding-0-6b-int8","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/distribution"},"supportedClaims":["techAInewb/Qwen3-Embedding-0.6B-INT8 has 0 self-reported, unqualified Hugging Bay community reviews.","techAInewb/Qwen3-Embedding-0.6B-INT8 has 0 self-reported run claims; none qualify verification during limited availability.","techAInewb/Qwen3-Embedding-0.6B-INT8 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-techainewb-qwen3-embedding-0-6b-int8/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-techainewb-qwen3-embedding-0-6b-int8"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-techainewb-qwen3-embedding-0-6b-int8/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."}}