{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T02:48:06.319Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-rulereasoner-rulereasoner-8b","repo":"RuleReasoner/RuleReasoner-8B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16392984234,"readinessCheckedAt":"2026-10-29T02:06:39.000Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16392984234,"readinessCheckedAt":"2026-10-29T02:06:39.000Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-rulereasoner-rulereasoner-8b","owner":"RuleReasoner","name":"RuleReasoner-8B","repo":"RuleReasoner/RuleReasoner-8B","type":"llm","summary":"Model from Hugging Face for question answering: RuleReasoner/RuleReasoner-8B · transformers","cardDescription":"Answers questions using supplied text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":16397435128,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"RuleReasoner","sourceUrl":"https://huggingface.co/RuleReasoner/RuleReasoner-8B","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","qwen3","text-generation","rule-based reasoning","question-answering","en","dataset:rulereasoner/rule-reasoning","arxiv:2506.08672","base_model:qwen/qwen3-8b-base","base_model:finetune:qwen/qwen3-8b-base","license:mit","text-generation-inference","endpoints_compatible","region:us","llm","rulereasoner/rule-reasoning"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["RuleReasoner/rule-reasoning"],"paperIds":["2506.08672"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/RuleReasoner/RuleReasoner-8B","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en rulereasoner/rule-reasoning safetensors","semanticTerms":["question-answering","transformers","llm","model","en","rulereasoner/rule-reasoning","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":638},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"config.json","sizeBytes":729},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4944249696},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4994568152},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4941082376},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1501616600},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32878},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":616},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":9709},{"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":16397435128,"sizeKnown":true,"sizeLabel":"15.3 GB","sizeReason":"","declaredSizeBytes":16397435128,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":16,"stars":2,"citations":0,"updatedAt":"2026-09-26T07:35:07.136Z","createdAt":"2026-09-26T07:15:54.677Z","version":"hf-main","upstream":{"gated":false,"repoId":"RuleReasoner/RuleReasoner-8B","private":false,"repoUrl":"https://huggingface.co/RuleReasoner/RuleReasoner-8B","disabled":false,"provider":"huggingface","repoType":"model","revision":"13437e8d31c7da778f692a6bcc5c50f99175438f","fetchedAt":"2026-09-26T07:15:54.674Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T07:35:07.136Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":11,"mirroredBytes":16392984234,"mirroredFiles":11,"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_e65cf1e6151327b744963a3ce79d033b56424555027d268e2adf07e68112cb29","artifactId":"hf-model-rulereasoner-rulereasoner-8b","representationId":"rep-9512dd11a0a10677a0b95f0d7b4bd9b784d1ec32841ca5ab47137e8cbc16e647","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-9512dd11a0a10677a0b95f0d7b4bd9b784d1ec32841ca5ab47137e8cbc16e647","artifactId":"hf-model-rulereasoner-rulereasoner-8b","format":"safetensors","source":{"provider":"huggingface","identity":"RuleReasoner/RuleReasoner-8B","revision":"13437e8d31c7da778f692a6bcc5c50f99175438f","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ff0f3a3efc9e5a28d2593fd04abc23cd8ef9b57e11026379c8cb3791d88e2f27"},{"path":"config.json","role":"config","sizeBytes":729,"sha256":"sha256:d2471f701baf453774bb9805b4389a6779960be4e2da140b88627035c0942edd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c3ca5fa1539a5dd9010db5dfc992b8389f4cf6e248664d488d57a5bbd3493f0e"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:30fffa54bf8ef04207c88cff98c677d2e0300db4b30323e8d45e31bf14078aff"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4944249696,"sha256":"sha256:1bda1b0767571535bc4e235aed9a21c7d2ea75d4720cb2000e7724994ca2f94a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dd45f6e01e75ee656c0f8cc906f04eb48001718aeb8eeca86bec8bbed643f4a6"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4994568152,"sha256":"sha256:6443fb4e085bb2b8e248ad2ea0741d8da71be88ad3000826130cd690f0d189fc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:55f467f75d6ceca23d75a0e44be27da79b54af119e13d589291bcbbe04236010"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4941082376,"sha256":"sha256:88eafadf8670e6b04ee66cd86cc423c82f925c2067889358a95bf6b726592474","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fae6b130fc7378b32a7c08cf67b5f1a855cab1a43fe18ff8205ef30d1fa254e5"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1501616600,"sha256":"sha256:4c24ad6bdf5092caa99fe4f66dc508cc04fe7dbb55437a435713896201aa4a0a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:07957185c6bf2c7880ae1f585669a789f618b8582b09519c53925f18a0a24f49"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32878,"sha256":"sha256:817765ad45458f1d2b9f76d1af78f46129d75566edca2f588248b6c366eca6f8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:521983f6ffdd44ccaac0a1cd5edb7887fe4da8e06925ee6fcf8f9cfdfe8a3bae"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":616,"sha256":"sha256:6676f091c8bc4d1b50146427cfde92073402866b87b6e39223227931b70083e9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5858532177357195e03fe4260285621ffd0b01a4145683be18e91748c1f911d9"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6269b738043ae7cabfbb9af7483c02e1df122f236c335e240421b2f3b288e464"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9709,"sha256":"sha256:9a3a6f623ddaad552d27957966270df1c7c6b8777ddaebeb4753abd4ed635edd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:859fc4e27b20b00d273137a582e35898af74ea387e686ca17e0292a7b234b259"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:974aef2b414c4915a4b69a3f9b1c5dd3811c4a25ea78099eff34d87ff74e4449","representationDigest":"sha256:ca4f02d0c50a7ad0960992d981ed9db8fc52ab4ee8fe017ace5287d6f30af259","evidenceSnapshotDigest":"sha256:918981d332d3dad33c943f19b1c0a80d1b304d23abfb5d5907118f744fd9e009","evaluatedAt":"2026-09-26T07:35:07.785Z","authorityVersion":"sha256:c0fafb791a255e798ffce2598d037e4e27922b02dbadfe8d659ba91e2b135778","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":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T02:06:39.000Z","evidence_url":"/api/manifests/hf-model-rulereasoner-rulereasoner-8b"}},"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":15,"publicDownloadableFileCount":11,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16397435128,"label":"15.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":16,"upstreamStars":2,"label":"16 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"RuleReasoner/RuleReasoner-8B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/15 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: mit","Provenance: RuleReasoner/RuleReasoner-8B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":4,"totalFiles":15},"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-rulereasoner-rulereasoner-8b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"RuleReasoner/RuleReasoner-8B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T02:06:39.000Z","evidence_url":"/api/manifests/hf-model-rulereasoner-rulereasoner-8b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-rulereasoner-rulereasoner-8b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-rulereasoner-rulereasoner-8b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"RuleReasoner/RuleReasoner-8B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/15 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: mit","Provenance: RuleReasoner/RuleReasoner-8B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 11/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":4,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-rulereasoner-rulereasoner-8b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-rulereasoner-rulereasoner-8b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/distribution"},"supportedClaims":["RuleReasoner/RuleReasoner-8B has 0 self-reported, unqualified Hugging Bay community reviews.","RuleReasoner/RuleReasoner-8B has 0 self-reported run claims; none qualify verification during limited availability.","RuleReasoner/RuleReasoner-8B 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-rulereasoner-rulereasoner-8b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-rulereasoner-rulereasoner-8b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-rulereasoner-rulereasoner-8b/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."}}