{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T16:05:15.700Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-alphaedge-ai-qwen3-embedding-ron-32768","repo":"alphaedge-ai/Qwen3-Embedding-ron-32768","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":951483659,"readinessCheckedAt":"2026-10-31T15:37:49.067Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":951483659,"readinessCheckedAt":"2026-10-31T15:37:49.067Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-alphaedge-ai-qwen3-embedding-ron-32768","owner":"alphaedge-ai","name":"Qwen3-Embedding-ron-32768","repo":"alphaedge-ai/Qwen3-Embedding-ron-32768","type":"embedding","summary":"Model from Hugging Face: alphaedge-ai/Qwen3-Embedding-ron-32768","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":"task","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":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alphaedge-ai","sourceUrl":"https://huggingface.co/alphaedge-ai/Qwen3-Embedding-ron-32768","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","qwen3","trimmed","sentence-similarity","ron","dataset:lbourdois/fineweb-2-trimming","arxiv:2506.05176","base_model:qwen/qwen3-embedding-0.6b","base_model:quantized:qwen/qwen3-embedding-0.6b","license:apache-2.0","text-embeddings-inference","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","txt","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":44,"stars":0,"citations":0,"updatedAt":"2026-08-03T18:03:22.043Z","createdAt":"2026-06-30T04:28:17.791Z","version":"hf-main","upstream":{"gated":false,"repoId":"alphaedge-ai/Qwen3-Embedding-ron-32768","private":false,"repoUrl":"https://huggingface.co/alphaedge-ai/Qwen3-Embedding-ron-32768","disabled":false,"provider":"huggingface","repoType":"model","revision":"2d949c296fc5359bf1f98fa5db416358b0218956","fetchedAt":"2026-06-30T04:28:17.791Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-03T18:03:22.043Z","mirroredBy":"mirror-batch-worker","mirroredBytes":951483659,"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_07b4d33336278f17313ccab549106ff6acb43ab10b52d3d40bc13583f2b22d9d","artifactId":"hf-model-alphaedge-ai-qwen3-embedding-ron-32768","representationId":"rep-d6ac1f59a7247cf5e37a29e971b067fdf59035dc0de1faf00475dc11afb86c85","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d6ac1f59a7247cf5e37a29e971b067fdf59035dc0de1faf00475dc11afb86c85","artifactId":"hf-model-alphaedge-ai-qwen3-embedding-ron-32768","format":"safetensors","source":{"provider":"huggingface","identity":"alphaedge-ai/Qwen3-Embedding-ron-32768","revision":"2d949c296fc5359bf1f98fa5db416358b0218956","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":313,"sha256":"sha256:37bf193fa101f19101bfad9c31d3eb0f786e247b7b1e5cb7f007d730eed1ddbd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3aba91cdcd1da6df14d5ffb1eec9f7dad8fdfce5330cdb5532dfaf6dca380eec"},{"path":"README.md","role":"support","sizeBytes":2801,"sha256":"sha256:d476096188db4fb2da775382a6eb808219f8768381967a513a485013ffb358be","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ac7d3cfde5b885d1287d40b34926a73e9a59cbd9c754b5e8377503c2812dd2f5"},{"path":"config.json","role":"config","sizeBytes":751,"sha256":"sha256:fecdb7d59ecb831900d025de8a4b4792c31e65bc775aa115badd9d4c2b8b6177","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9eee28284917c5e65a371c2e4636f7656e6a6151016dab4a0fb5872df7b5dfa2"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":215,"sha256":"sha256:10667c72ddb772627bf1780cb7f86af8e2ae0032b8c243c731172064105c6961","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bf918b186a43ca2240068c8865e7b2562df400b4c1843b4ce45e3011c00b75cb"},{"path":"generation_config.json","role":"config","sizeBytes":119,"sha256":"sha256:9dc6942ae04c66471aadd327cb98814caddd8b6708ce1efd98ce73e477521139","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:13461cbbec1e2bd9365fcd480d6aa63c3351707a66b0016b14963c6d84cf0a10"},{"path":"merges.txt","role":"tokenizer","sizeBytes":517406,"sha256":"sha256:a13974eb9020ef086d9045aa64c3bf8f2fd810fe7b05d1270c5ba0a21cd70668","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6e2b29323e84b8083f5bf1d7a2478483db4290141a07a85a06cc14954eabb0e9"},{"path":"model.safetensors","role":"weight","sizeBytes":948077008,"sha256":"sha256:ee72ac5c33797826e1ca96e5f0fc26c89175eb5904353c74fd07be698286adcd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6b383b176fd356bfec0ca3fdea56defa2e1eb3a69130bc503a1949dab8461397"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6227df424c684fd4e4db94e829a0e1662c9bee3b0e4aff591184d1299ddce079"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2236216,"sha256":"sha256:c4de8ddff008124dad43ca5396721314af8114ef0eb715c13f41f3bc5b1ec0b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ba64adf27d3c7eb86bd8a4ef76f67136fa1b535bf1d231ec6e6366a7072bbd63"},{"path":"tokenizer_config.json","role":"config","sizeBytes":8110,"sha256":"sha256:920b05325deb243858119206f5cf46f0c9e1d490786551a5c0ee0d383c2f8477","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46d61a17b99a154e9dce02f432cbae4c4525ce8ecd8a6ba803000ee35ad31f92"},{"path":"vocab.json","role":"tokenizer","sizeBytes":640371,"sha256":"sha256:2af9d3ee88fafc1b41d57dc6419cac4c9c201b989f303e7815572b24be821416","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:06beb00e07d9ed3e0499e35892c55cafb9665f6e6fe09531bd56cc1c616a10b7"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:7059a4d20e64fba5deb09ac8e6858c9158a2dac0675da2ff537dd37b7f309c61","representationDigest":"sha256:75f507153e0014b4e67db3016116e61fc9306bce89305ae21df49bbade2b9066","evidenceSnapshotDigest":"sha256:b096746a72c022c7c52d3b8a9926cf3cda66ad9d2e1f548b9bc74982bf176aab","evaluatedAt":"2026-08-03T18:03:22.593Z","authorityVersion":"sha256:7a6624a3efd39ff3fd9281a49ee9ddf86768af53061c9834e4ef48e6a1f906c6","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":"2026-10-31T15:37:49.067Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-qwen3-embedding-ron-32768"}},"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":44,"upstreamStars":0,"label":"44 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":"alphaedge-ai/Qwen3-Embedding-ron-32768"},{"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: alphaedge-ai/Qwen3-Embedding-ron-32768","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-alphaedge-ai-qwen3-embedding-ron-32768/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"alphaedge-ai/Qwen3-Embedding-ron-32768"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T15:37:49.067Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-qwen3-embedding-ron-32768"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-qwen3-embedding-ron-32768","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/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":"alphaedge-ai/Qwen3-Embedding-ron-32768"},{"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: alphaedge-ai/Qwen3-Embedding-ron-32768","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-alphaedge-ai-qwen3-embedding-ron-32768/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-qwen3-embedding-ron-32768","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/distribution"},"supportedClaims":["alphaedge-ai/Qwen3-Embedding-ron-32768 has 0 self-reported, unqualified Hugging Bay community reviews.","alphaedge-ai/Qwen3-Embedding-ron-32768 has 0 self-reported run claims; none qualify verification during limited availability.","alphaedge-ai/Qwen3-Embedding-ron-32768 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-alphaedge-ai-qwen3-embedding-ron-32768/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-qwen3-embedding-ron-32768"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-qwen3-embedding-ron-32768/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."}}