{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T20:18:20.395Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","repo":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":9581146450,"readinessCheckedAt":"2026-10-30T20:08:36.157Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":9581146450,"readinessCheckedAt":"2026-10-30T20:08:36.157Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","owner":"inclusionAI","name":"Ring-mini-linear-2.0-GPTQ-int4","repo":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","type":"llm","summary":"Model from Hugging Face for text generation: inclusionAI/Ring-mini-linear-2.0-GPTQ-int4 · unknown","cardDescription":"A model for generating and working with code.","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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"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":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":9581240026,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"inclusionAI","sourceUrl":"https://huggingface.co/inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","safetensors","bailing_moe_linear","text-generation","conversational","custom_code","en","arxiv:2510.19338","base_model:inclusionai/ring-mini-linear-2.0","base_model:quantized:inclusionai/ring-mini-linear-2.0","license:mit","compressed-tensors","region:us","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","json","py","safetensors","yaml"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2510.19338"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","language","license","pipeline_tag"],"semanticText":"text-generation unknown llm model en safetensors","semanticTerms":["text-generation","unknown","llm","model","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":5157},{"lfs":false,"path":"config.json","sizeBytes":3343},{"lfs":false,"path":"configuration_bailing_moe_linear_v2.py","sizeBytes":3447},{"lfs":false,"path":"generation_config.json","sizeBytes":139},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":5002647336},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":4566550656},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":4277178},{"lfs":false,"path":"modeling_bailing_moe_linear_v2.py","sizeBytes":82669},{"lfs":false,"path":"recipe.yaml","sizeBytes":733},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":152},{"lfs":true,"path":"tokenizer.json","sizeBytes":7663404},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":4242}],"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":9581240026,"sizeKnown":true,"sizeLabel":"8.9 GB","sizeReason":"","declaredSizeBytes":9581240026,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":9,"stars":10,"citations":0,"updatedAt":"2026-09-19T12:32:18.731Z","createdAt":"2026-07-01T22:45:03.797Z","version":"hf-main","upstream":{"gated":false,"repoId":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","private":false,"repoUrl":"https://huggingface.co/inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","disabled":false,"provider":"huggingface","repoType":"model","revision":"1db2cf3555e151da42c4d22ec55c505957d2a74c","fetchedAt":"2026-09-19T12:11:34.116Z","importMode":"external-catalog","licenseRaw":"mit","licenseDeclared":"mit","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T12:32:18.731Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":8,"mirroredBytes":9581146450,"mirroredFiles":8,"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_6af2a85dfe41baffae00086ef9400157bc5ff83f21a827552dddbf68977aa9ba","artifactId":"hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","representationId":"rep-37d410ae85e9ec2ec0f17b4cc1600e2a1f08621437aabdec2ce928324d2c6ecd","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-37d410ae85e9ec2ec0f17b4cc1600e2a1f08621437aabdec2ce928324d2c6ecd","artifactId":"hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","format":"safetensors","source":{"provider":"huggingface","identity":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","revision":"1db2cf3555e151da42c4d22ec55c505957d2a74c","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":3343,"sha256":"sha256:9950aa7b79be9e6be611f22cb226b1eadf81c43cdd5870812128c127cc43a76f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1ec1a45e29872ba136da064a59d570d2090f0c2a1311d20ef6db94a1549290fe"},{"path":"generation_config.json","role":"config","sizeBytes":139,"sha256":"sha256:41f2de81fb2f6e343992c8f5c1f37043f94c7bccb53a1e15c3cb4ab759dceb0f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:272c92f622c854647ec51485ff48db969f2463d4e4ef4604449ac4d16c7c976b"},{"path":"model-00001-of-00002.safetensors","role":"weight","sizeBytes":5002647336,"sha256":"sha256:0575302b376b769948f2d66402283abf93bc8bf3323f1f1dec064fee0c464dce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0ec2e2204b495255ae682a5ebded936d2ea173897bf8a50020d452d4a49d9231"},{"path":"model-00002-of-00002.safetensors","role":"weight","sizeBytes":4566550656,"sha256":"sha256:cf0cd38a91706507735508b96ea0c4dd282b80c9ef80859f6e10820d0d4167ed","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8431a598c610791bffea1e238a66e2c26a396065e1c9dff09af38535b81cdf21"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":4277178,"sha256":"sha256:8b2eb24c8d95ba50408b1a9a297cfad3018a31f9cd843d52febab4ea3efdd40a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:db5e8b9dc1753d8b30beedb8a26f20dbd950df0bf96bac1e1020ffbbaacc1572"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":152,"sha256":"sha256:3519e4089a32559aa013b5ea0404b571cb287c0c95784764ce8b59952117daaa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:687dbd53156412ee3fb89f1fe9d449e8184d07ec7900a75ef02da59afef95f90"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7663404,"sha256":"sha256:23895938c755ebef359350a758831dc230a481428155d0f50a236d572e860b21","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:14b3bb6f813fc4f14a1525eaacf1e32f01bacd4545a0acad0e125aeb950deae3"},{"path":"tokenizer_config.json","role":"config","sizeBytes":4242,"sha256":"sha256:98fd42e97e86702eebcdbbe62b5fef8418fcd6a99c7ee0b699511044495c8116","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:efd3694dd480a1f2c1c6074d40e4e59e8225665ce525c2a2f80fcc3258ab3d2f"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0005c00fd3f503cff3fe2b89f1bb3f97c35062b677aeca996b076993b98bf7d3","representationDigest":"sha256:bf8672010cd121a2619c63f5f266f821cd1b3370e82f77efc722cb0835cdcf54","evidenceSnapshotDigest":"sha256:9a900b45f300f920c23a7d3a2b55a33de1e8829cca99465980f435d5f4d3d30d","evaluatedAt":"2026-09-19T12:32:20.575Z","authorityVersion":"sha256:6ed3997c60417fbadba0e170133a102f2c53d492a6ff35f9682647454c6f262c","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"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,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:36.157Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4"}},"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":8,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":9581240026,"label":"8.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":9,"upstreamStars":10,"label":"9 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":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/13 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: mit","Provenance: inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":5,"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-inclusionai-ring-mini-linear-2-0-gptq-int4/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T20:08:36.157Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/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":"inclusionAI/Ring-mini-linear-2.0-GPTQ-int4"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/13 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: mit","Provenance: inclusionAI/Ring-mini-linear-2.0-GPTQ-int4","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":5,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/distribution"},"supportedClaims":["inclusionAI/Ring-mini-linear-2.0-GPTQ-int4 has 0 self-reported, unqualified Hugging Bay community reviews.","inclusionAI/Ring-mini-linear-2.0-GPTQ-int4 has 0 self-reported run claims; none qualify verification during limited availability.","inclusionAI/Ring-mini-linear-2.0-GPTQ-int4 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-inclusionai-ring-mini-linear-2-0-gptq-int4/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-mini-linear-2-0-gptq-int4/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."}}