{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T22:06:06.009Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-telepix-pixie-spell-reranker-preview-0-6b","repo":"telepix/PIXIE-Spell-Reranker-Preview-0.6B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":2399046644,"readinessCheckedAt":"2026-10-28T21:45:51.481Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":2399046644,"readinessCheckedAt":"2026-10-28T21:45:51.481Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-telepix-pixie-spell-reranker-preview-0-6b","owner":"telepix","name":"PIXIE-Spell-Reranker-Preview-0.6B","repo":"telepix/PIXIE-Spell-Reranker-Preview-0.6B","type":"llm","summary":"Model from Hugging Face for text ranking: telepix/PIXIE-Spell-Reranker-Preview-0.6B · sentence transformers","cardDescription":"Ranks search results by how closely they match a query.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for ranking text against a query.","confidence":"medium","task":"text-ranking","audience":null,"basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"reranker"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2399048214,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"telepix","sourceUrl":"https://huggingface.co/telepix/PIXIE-Spell-Reranker-Preview-0.6B","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","sentence-similarity","cross-encoder","reranker","feature-extraction","telepix","text-ranking","license:apache-2.0","region:us","llm"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/telepix/PIXIE-Spell-Reranker-Preview-0.6B","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model safetensors sentence-similarity reranker","semanticTerms":["text-ranking","sentence-transformers","llm","model","safetensors","sentence-similarity","reranker"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"LICENSE","sizeBytes":11869},{"lfs":false,"path":"README.md","sizeBytes":9324},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"config.json","sizeBytes":1600},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":2383145520},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422922},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5403},{"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":2399048214,"sizeKnown":true,"sizeLabel":"2.2 GB","sizeReason":"","declaredSizeBytes":2399048214,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":233,"stars":5,"citations":0,"updatedAt":"2026-08-29T17:57:54.090Z","createdAt":"2026-06-30T02:29:09.244Z","version":"hf-main","upstream":{"gated":false,"repoId":"telepix/PIXIE-Spell-Reranker-Preview-0.6B","private":false,"repoUrl":"https://huggingface.co/telepix/PIXIE-Spell-Reranker-Preview-0.6B","disabled":false,"provider":"huggingface","repoType":"model","revision":"f75d2c6ee7afe114dc4cbf775177d54072ede1eb","fetchedAt":"2026-08-29T12:28:42.209Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T17:57:54.090Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":10,"mirroredBytes":2399046644,"mirroredFiles":10,"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_b1d6fa1f9c7ae542c87f6d2ae57d9f591bbbb335fa4e7d54d42db8ae2d751649","artifactId":"hf-model-telepix-pixie-spell-reranker-preview-0-6b","representationId":"rep-f74115fb67b00c22c03ead22c00914234c2bfbd101ea1fedb46f4a7a621986df","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f74115fb67b00c22c03ead22c00914234c2bfbd101ea1fedb46f4a7a621986df","artifactId":"hf-model-telepix-pixie-spell-reranker-preview-0-6b","format":"safetensors","source":{"provider":"huggingface","identity":"telepix/PIXIE-Spell-Reranker-Preview-0.6B","revision":"f75d2c6ee7afe114dc4cbf775177d54072ede1eb","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":11869,"sha256":"sha256:6c328ac418e96d3a3620fc7b93c479572b692fd45489b348ba4505fd05631764","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f87f711583dae547970724d6b8785c554feeae364fe1aeb83d26544e31d4f79"},{"path":"README.md","role":"support","sizeBytes":9324,"sha256":"sha256:42560b064c653e1024a820bfc6cee4c202f3ec77e743e0045f10e18fe6ddab65","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9a3466ab89924d6fe7a03ff1e4766986015a5d49f0bea7f3af5fb0531b94d6ff"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:21edb693c6314007923bbe087fade085720a26316f052fcc1b359284af13c197"},{"path":"config.json","role":"config","sizeBytes":1600,"sha256":"sha256:a40fb6e67d8c6b10a9aa0b4a86886a5f93ff94c7f0a7cdd5bd6850e6e11a7cda","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:00b4b9e60a311aab6a3635bcbb05be6890f0f5383570845ce80f4f5977841e41"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea7f616036ce68e452a540e31647f382b7412f70511d261a1cce8836b3aa02ee"},{"path":"model.safetensors","role":"weight","sizeBytes":2383145520,"sha256":"sha256:8768cb13c91eca7dcf4b21741856c9a012b382634206149299a2625398beea76","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c916b168766035f4c779776952e2016eab356dae8452f7af080e7a2e09927ae4"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f2ed43dd0116c21950f19f1017dd6e089c0f5655b6e131040dfa10f142e9ffc6"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422922,"sha256":"sha256:0bc04542e8e8fa70d398aea108486408a0320c9d5b460b448358363cd06382ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6ee745720a285d894755236aea6313318676131651a4a20ea66ec8900d780084"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5403,"sha256":"sha256:413ccdf013400a663aeec4184150bc05c54947e2b245a109966534f5639bfddc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dd55f35c19a41a16acf34743dba51b15fcac3b6c0e773889bd2e65e0e298dc69"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a57e6d9dcf1ca4ecd4da88d2e02d8cec6fc7f85576ec2ebf44527d3d61655389"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a5b23ec1f8faf5c5d6109736cb594b2ee17a554f845ff5278e0a98977363033b","representationDigest":"sha256:eef90b941859cc491cff3fe27ad21e316dd700dcf35555c44d9a72fc5d6f727d","evidenceSnapshotDigest":"sha256:490316cece51785ea4feea006286d0b2dc56c4444f0f83cdf240ae33fa3671cf","evaluatedAt":"2026-08-29T17:57:54.613Z","authorityVersion":"sha256:1395359446d9f575e3e7de3a1a94df528def3446902dcaac9508e9d67978e751","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":10,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:51.481Z","evidence_url":"/api/manifests/hf-model-telepix-pixie-spell-reranker-preview-0-6b"}},"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":11,"publicDownloadableFileCount":10,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2399048214,"label":"2.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":233,"upstreamStars":5,"label":"233 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":"telepix/PIXIE-Spell-Reranker-Preview-0.6B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/11 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: telepix/PIXIE-Spell-Reranker-Preview-0.6B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":1,"totalFiles":11},"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-telepix-pixie-spell-reranker-preview-0-6b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"telepix/PIXIE-Spell-Reranker-Preview-0.6B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T21:45:51.481Z","evidence_url":"/api/manifests/hf-model-telepix-pixie-spell-reranker-preview-0-6b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-telepix-pixie-spell-reranker-preview-0-6b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-telepix-pixie-spell-reranker-preview-0-6b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/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":"telepix/PIXIE-Spell-Reranker-Preview-0.6B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/11 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: telepix/PIXIE-Spell-Reranker-Preview-0.6B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":1,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-telepix-pixie-spell-reranker-preview-0-6b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-telepix-pixie-spell-reranker-preview-0-6b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/distribution"},"supportedClaims":["telepix/PIXIE-Spell-Reranker-Preview-0.6B has 0 self-reported, unqualified Hugging Bay community reviews.","telepix/PIXIE-Spell-Reranker-Preview-0.6B has 0 self-reported run claims; none qualify verification during limited availability.","telepix/PIXIE-Spell-Reranker-Preview-0.6B 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-telepix-pixie-spell-reranker-preview-0-6b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-telepix-pixie-spell-reranker-preview-0-6b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-telepix-pixie-spell-reranker-preview-0-6b/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."}}