{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-05T02:31:54.484Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","repo":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","owner":"AhmadAfles","name":"qwen3-embedding-finetuned-31genres-focal","repo":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal","type":"embedding","summary":"Model from Hugging Face for feature extraction: AhmadAfles/qwen3-embedding-finetuned-31genres-focal · 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":"medium","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"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1203038204,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"AhmadAfles","sourceUrl":"https://huggingface.co/AhmadAfles/qwen3-embedding-finetuned-31genres-focal","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","feature-extraction","transformers","sentence-similarity","text-embeddings-inference","arxiv:2506.05176","base_model:qwen/qwen3-0.6b-base","base_model:finetune:qwen/qwen3-0.6b-base","license:apache-2.0","endpoints_compatible","region:us","embedding"],"task":"feature-extraction","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","jinja","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/AhmadAfles/qwen3-embedding-finetuned-31genres-focal","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","semanticTerms":["feature-extraction","sentence-transformers","embedding","model","safetensors","transformers","sentence-similarity","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":96},{"lfs":false,"path":"README.md","sizeBytes":17237},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4116},{"lfs":false,"path":"config.json","sizeBytes":1411},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":376},{"lfs":true,"path":"model.safetensors","sizeBytes":1191586416},{"lfs":false,"path":"modules.json","sizeBytes":429},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":true,"path":"tokenizer.json","sizeBytes":11423968},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":403},{"lfs":false,"path":"training_config.json","sizeBytes":1318},{"lfs":false,"path":"training_history.json","sizeBytes":623}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":1203038204,"sizeKnown":true,"sizeLabel":"1.1 GB","sizeReason":"","declaredSizeBytes":1203038204,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":92,"stars":1,"citations":0,"updatedAt":"2026-09-24T06:00:01.032Z","createdAt":"2026-09-24T05:56:23.984Z","version":"hf-main","upstream":{"gated":false,"repoId":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal","private":false,"repoUrl":"https://huggingface.co/AhmadAfles/qwen3-embedding-finetuned-31genres-focal","disabled":false,"provider":"huggingface","repoType":"model","revision":"cbb44ead597b6e64160b7504878176dc8a49d8aa","fetchedAt":"2026-09-24T05:56:23.981Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-24T06:00:01.032Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":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_b7a17cd8d871ee62d1ddc00ab64112eea7df889c4952887f7863a06bfb68747f","artifactId":"hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","representationId":"rep-56707475c8b8f82b4f9068328f1bfb97d913dcc40090ed91e592aeba9ed4ac2e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-56707475c8b8f82b4f9068328f1bfb97d913dcc40090ed91e592aeba9ed4ac2e","artifactId":"hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","format":"safetensors","source":{"provider":"huggingface","identity":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal","revision":"cbb44ead597b6e64160b7504878176dc8a49d8aa","immutable":true},"files":[{"path":"chat_template.jinja","role":"template","sizeBytes":4116,"sha256":"sha256:87a2728cb8dc9fe424d624542f6060ec05a1d285ebbec578bb078900e33396b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7bb5fa9dc5b2c6311b7fbf3951410a233d8ef88fc5b035f98b82f0011b1686f8"},{"path":"config.json","role":"config","sizeBytes":1411,"sha256":"sha256:45fecf1d6f6973eccd593aaa835abf9325a89239b12408e479f9ece0b72d874a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6c2448da37ac13a24c827486b08fca1fef9fe3b8a7d3822539119b5c7543b25"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":376,"sha256":"sha256:1513dac5b5e4de4f163163d179cb92c5cd677c61907d69481c1fd5933552e2b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:21798c0ce8b02f1782403b56a9f04c14cdbc4d85c25c8fd46f2624e4b8770c0a"},{"path":"model.safetensors","role":"weight","sizeBytes":1191586416,"sha256":"sha256:80eda6afd30e90113a7943665c75134ed254d4050112ddace9a22c890c20eeb4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:69c42e227a36f6c2f8dc84f488c7f71dd167412b224e2f319774ab8752f8446a"},{"path":"modules.json","role":"support","sizeBytes":429,"sha256":"sha256:fa7d796a215e1b2416773062891923b191fc5a4849bc44e322997433c90f459c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5aaa1a0e8dd5fa3e78c869ff301a1d6dd32ddcb037db3f59146fe94c7480411c"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":241,"sha256":"sha256:3084164002c0bca01b0259c5327123803fce32e660a57feb93184ffead186fc8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a0fc4741b98188d37f80434fc8e6e8cb9b2376f9efc822dfbf82833ea0bbbb31"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11423968,"sha256":"sha256:68f56aad89e0b467c85f9c5dc98f8dad870728be734304f6b986724b7a8dfb62","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:37e3c4c1c61fa557d7548b1e43de44e35658f984c1ecc38bfb22c8ac2b2973ce"},{"path":"tokenizer_config.json","role":"config","sizeBytes":403,"sha256":"sha256:d96a24bce3355bea1bf1b49fdbf52a5a0ca075ecb742a3d9c3671ec906007ba5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:09490ff1a89c0648467d5a57f3643611ba2ee86b88c7e2348adc2505bed22ba2"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a593c99ec5d42e93ecad62fd0e5ab72b26b825da6065a82696d37e640772cafa","representationDigest":"sha256:1d1834e71de05290ce642ac19045b18350006819ae5bfb63b80e97553dfe2d64","evidenceSnapshotDigest":"sha256:62aeca6dbafd711a27a96da22c799f4b78c96ff8eeb5b014913e721ec61584fa","evaluatedAt":"2026-09-24T06:00:01.552Z","authorityVersion":"sha256:65b1f07fa1a6a8545fae5b8f42ad3906c800b4400d77f04b371e98f7e49fea96","invalidatedBy":null,"manifestFinal":false,"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":13},"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":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":null,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1203038204,"label":"1.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":92,"upstreamStars":1,"label":"92 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: AhmadAfles/qwen3-embedding-finetuned-31genres-focal","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":13},"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-ahmadafles-qwen3-embedding-finetuned-31genres-focal/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/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":"AhmadAfles/qwen3-embedding-finetuned-31genres-focal"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: AhmadAfles/qwen3-embedding-finetuned-31genres-focal","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/distribution"},"supportedClaims":["AhmadAfles/qwen3-embedding-finetuned-31genres-focal has 0 self-reported, unqualified Hugging Bay community reviews.","AhmadAfles/qwen3-embedding-finetuned-31genres-focal has 0 self-reported run claims; none qualify verification during limited availability.","AhmadAfles/qwen3-embedding-finetuned-31genres-focal 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-ahmadafles-qwen3-embedding-finetuned-31genres-focal/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ahmadafles-qwen3-embedding-finetuned-31genres-focal/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."}}