{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T20:47:13.150Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-spiral-rl-spiral-qwen3-4b","repo":"spiral-rl/Spiral-Qwen3-4B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":8060903187,"readinessCheckedAt":"2026-11-01T20:05:48.816Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":8060903187,"readinessCheckedAt":"2026-11-01T20:05:48.816Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-spiral-rl-spiral-qwen3-4b","owner":"spiral-rl","name":"Spiral-Qwen3-4B","repo":"spiral-rl/Spiral-Qwen3-4B","type":"llm","summary":"Model from Hugging Face for text generation: spiral-rl/Spiral-Qwen3-4B · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":8060904757,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"spiral-rl","sourceUrl":"https://huggingface.co/spiral-rl/Spiral-Qwen3-4B","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","transformers","safetensors","qwen3","text-generation","conversational","arxiv:2506.24119","base_model:qwen/qwen3-4b-base","base_model:finetune:qwen/qwen3-4b-base","license:apache-2.0","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2506.24119"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/spiral-rl/Spiral-Qwen3-4B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag"],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5159},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"config.json","sizeBytes":728},{"lfs":false,"path":"generation_config.json","sizeBytes":117},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4967215360},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":3077766632},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32819},{"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":8060904757,"sizeKnown":true,"sizeLabel":"7.5 GB","sizeReason":"","declaredSizeBytes":8060904757,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":93,"stars":4,"citations":0,"updatedAt":"2026-09-03T03:21:12.787Z","createdAt":"2026-06-30T04:09:12.803Z","version":"hf-main","upstream":{"gated":false,"repoId":"spiral-rl/Spiral-Qwen3-4B","private":false,"repoUrl":"https://huggingface.co/spiral-rl/Spiral-Qwen3-4B","disabled":false,"provider":"huggingface","repoType":"model","revision":"17c08e207d5698cb8a2f9f7b89b510a75491ee36","fetchedAt":"2026-09-03T01:32:58.141Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T03:21:12.787Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":12,"mirroredBytes":8060903187,"mirroredFiles":12,"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_84b9b1abddcb48fc30ff33fd0c3b951742e17a0a22d5c530d9a0eff8fb588e00","artifactId":"hf-model-spiral-rl-spiral-qwen3-4b","representationId":"rep-a891b8a4c839eab5b9ae707c5535aa281fc1aca6350aaf183f329bcff61db193","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a891b8a4c839eab5b9ae707c5535aa281fc1aca6350aaf183f329bcff61db193","artifactId":"hf-model-spiral-rl-spiral-qwen3-4b","format":"safetensors","source":{"provider":"huggingface","identity":"spiral-rl/Spiral-Qwen3-4B","revision":"17c08e207d5698cb8a2f9f7b89b510a75491ee36","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":5159,"sha256":"sha256:6737f0b589a7f2dad9aba3a93aa18b3c6ee97b7d0a1e3ca8201a25b1060ebdcd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:54dcadc4ca83a3cdbe215d9b3fa99a647dec49302a8b866e7538875b9dbe80d4"},{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:50391cca3680c2a56cd0268a1a07ea2078a70a29f6fbe180fc5b0b8036ef9803"},{"path":"config.json","role":"config","sizeBytes":728,"sha256":"sha256:8edcf7982e4dd51ea1b1fc81174d54501454bbc2688a4beea5dbc821fd8f4bf4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ad7e1ad8f22feb480f2249c90dcbe5a8e5bdde671d4e716ca04972aa3dd35c9d"},{"path":"generation_config.json","role":"config","sizeBytes":117,"sha256":"sha256:28396d421a2108acce96383f6a7de78008f7f1b17f807958f3c14c51dbfb65fb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c332b6aa88fdaa6086177e6b603679e4e3822614a7befc0a3e70c047aef2f948"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b365c41da0811723b4a52707f5997ad9c8c507b0bb5e39f2a27fc909f8c20c31"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":4967215360,"sha256":"sha256:23b8d42a7ea3140665b850b94410f72b612940e449cb107862e81105bf68a6dc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:118c7a6feda2ef979d2f4e06b3af05a7da1e988e8d1491f67d04df2c9442875a"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":3077766632,"sha256":"sha256:c9ac0dc741adc97165d23ac2407a804af65750248a30d740bc6c325fcfc600bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:10c568c091354122e6187ff197c86873c634f5756c662b0df882d451275673c3"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32819,"sha256":"sha256:e36bba5af4706cfd22ecf7eedb5fd8f4d2559b92f2414b932651b9ed6495921a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d251dd89421b783f5c2845179df7220c9ded886214970d21080593ce39340c21"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":616,"sha256":"sha256:6676f091c8bc4d1b50146427cfde92073402866b87b6e39223227931b70083e9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b9c5b5a6c8d71adff966992226d1fd281f604219e89da9d73b98e6310b2ea18"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:247b23eaab17633e6c73cfb920f0b11168f250bd4c669193ee0e012dec9fcd77"},{"path":"tokenizer_config.json","role":"config","sizeBytes":9709,"sha256":"sha256:9a3a6f623ddaad552d27957966270df1c7c6b8777ddaebeb4753abd4ed635edd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc99bdfc63359d40542b5d0d446479ce440a8e34ac08aae398de3090593eb02f"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:52559680d3ba17815d00ea883a8e470a6133a81d56b1fc4e49bfa2fb7ef052ca"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:02103c6d991f070e13559eb61962ae770eb41b650b4cb517832ecb314fa0f42d","representationDigest":"sha256:a7406cdc106afd4b15876dba2dc998ddff41174ff3dd5f72a16cafb2f3607ded","evidenceSnapshotDigest":"sha256:bfb0a6aeef8f6bc2f4c4454af2490932b4738a9abe57f9d113e51a5289a2c366","evaluatedAt":"2026-09-03T03:21:13.373Z","authorityVersion":"sha256:b8dcc0371678e37956d9e77a79282562265bd5ff8bbee335745fff4352c458de","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T20:05:48.816Z","evidence_url":"/api/manifests/hf-model-spiral-rl-spiral-qwen3-4b"}},"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":13,"publicDownloadableFileCount":12,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":8060904757,"label":"7.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":93,"upstreamStars":4,"label":"93 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":"spiral-rl/Spiral-Qwen3-4B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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: spiral-rl/Spiral-Qwen3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"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-spiral-rl-spiral-qwen3-4b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"spiral-rl/Spiral-Qwen3-4B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T20:05:48.816Z","evidence_url":"/api/manifests/hf-model-spiral-rl-spiral-qwen3-4b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-spiral-rl-spiral-qwen3-4b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-spiral-rl-spiral-qwen3-4b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/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":"spiral-rl/Spiral-Qwen3-4B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/13 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: spiral-rl/Spiral-Qwen3-4B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":1,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-spiral-rl-spiral-qwen3-4b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-spiral-rl-spiral-qwen3-4b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/distribution"},"supportedClaims":["spiral-rl/Spiral-Qwen3-4B has 0 self-reported, unqualified Hugging Bay community reviews.","spiral-rl/Spiral-Qwen3-4B has 0 self-reported run claims; none qualify verification during limited availability.","spiral-rl/Spiral-Qwen3-4B 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-spiral-rl-spiral-qwen3-4b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-spiral-rl-spiral-qwen3-4b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-spiral-rl-spiral-qwen3-4b/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."}}