{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T09:01:41.629Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-inclusionai-ring-lite-2506","repo":"inclusionAI/Ring-lite-2506","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:01:13.306Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T09:01:13.306Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-inclusionai-ring-lite-2506","owner":"inclusionAI","name":"Ring-lite-2506","repo":"inclusionAI/Ring-lite-2506","type":"llm","summary":"Model from Hugging Face for llm: inclusionAI/Ring-lite-2506 · unknown","cardDescription":"An AI model with files and technical details to explore.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":33611419417,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"inclusionAI","sourceUrl":"https://huggingface.co/inclusionAI/Ring-lite-2506","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":87,"tags":["huggingface-import","external-catalog","model","mit","safetensors","bailing_moe","custom_code","zh","en","arxiv:2506.14731","base_model:inclusionai/ling-lite-base-1.5","base_model:finetune:inclusionai/ling-lite-base-1.5","license:mit","region:us","unknown","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","json","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2506.14731"],"repoType":"model","baseModel":"","languages":["zh","en"],"sourceUrl":"https://huggingface.co/inclusionAI/Ring-lite-2506","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["base_model","language","license"],"semanticText":"unknown llm model zh en safetensors","semanticTerms":["unknown","llm","model","zh","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"LICENSE","sizeBytes":1067},{"lfs":false,"path":"README.md","sizeBytes":3721},{"lfs":false,"path":"config.json","sizeBytes":1282},{"lfs":false,"path":"configuration_bailing_moe.py","sizeBytes":2856},{"lfs":false,"path":"generation_config.json","sizeBytes":121},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":10000012352},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":9997403496},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":9995576736},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":3611653272},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":502799},{"lfs":false,"path":"modeling_bailing_moe.py","sizeBytes":65773},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":747},{"lfs":false,"path":"tokenization_bailing.py","sizeBytes":43861},{"lfs":false,"path":"tokenizer.json","sizeBytes":6098787},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":51028}],"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":33611419417,"sizeKnown":true,"sizeLabel":"31.3 GB","sizeReason":"","declaredSizeBytes":33611419417,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":11,"stars":36,"citations":0,"updatedAt":"2026-09-19T13:07:41.777Z","createdAt":"2026-07-01T22:45:03.797Z","version":"hf-main","upstream":{"gated":false,"repoId":"inclusionAI/Ring-lite-2506","private":false,"repoUrl":"https://huggingface.co/inclusionAI/Ring-lite-2506","disabled":false,"provider":"huggingface","repoType":"model","revision":"f25035fc0fc6394abb1794a4f49981e24a66a6b6","fetchedAt":"2026-08-28T23:30:19.816Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-09-19T13:07:41.777Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_d3bfbfa82c86fdd7316b85c39829a26ae1d6061737e4cf4586d4f0bbf5bc989f","artifactId":"hf-model-inclusionai-ring-lite-2506","representationId":"rep-c7caa807eeed6220506d33642a6d879d706721195a2938780b3bf40533fc3b96","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-c7caa807eeed6220506d33642a6d879d706721195a2938780b3bf40533fc3b96","artifactId":"hf-model-inclusionai-ring-lite-2506","format":"safetensors","source":{"provider":"huggingface","identity":"inclusionAI/Ring-lite-2506","revision":"f25035fc0fc6394abb1794a4f49981e24a66a6b6","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":1067,"sha256":"sha256:2872f1918dfc04fdeb7f5d66d8d1b773594c9375e7c8f7bda39780bb97ad4fba","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:215136004181b2b6dff254e46f572b8762008936eb6dc58d8f54a592c776cb22"},{"path":"config.json","role":"config","sizeBytes":1282,"sha256":"sha256:abbbede12997c529b2c07a6ec0bf3225b411a8aaf7f750613d911238493746c1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:88f9a63012b753e6571739563d6c588943841241b8ff013dfce73e1b66826b03"},{"path":"generation_config.json","role":"config","sizeBytes":121,"sha256":"sha256:1d6b69a171e40727b214501fd2b1e041204d9fabfbcddae63efef3a3113b9e2b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f29b9d012f13ec8c17c963101fc0aee625641d88f557dcd3648b62bf1b711713"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":10000012352,"sha256":"sha256:b83afd0fe022e3552a74da807869c865b734c88523da27a4510a32f085d9ec33","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:33481522a34a5e5f702bb0049e9db2c72958f871ada361190037bbffc3e8ee78"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":9997403496,"sha256":"sha256:d5ccecf15d89900ba376bff70aac7266a90320205b549337883e0fbd0e7386a6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:129a57f4cb80ff21cf8ff775781a257f0d9ecb2b4d7f4ae0d5f87e7eda519272"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":9995576736,"sha256":"sha256:b72c9cb181ce3ce4ba02afa6d78b8ef82f85c8b7da85b7cd472aa58517ef937c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c4e3a59bdeaff8a17ead2bd3fd1d6652510cb942a405ab78156cb15e0d238abb"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":3611653272,"sha256":"sha256:f5b3384dc88a60dbc5a20a7fe6617163374b1adbdd5a07c6669192e185a34abc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e6220970898d402d1cc2e35013c69278bdd406aaa4135e511158cd66d7b2fee1"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":502799,"sha256":"sha256:a9ad29fcf2286ecad84a0360c31142d6c84b2e839981b5f8b521c686eeab7a34","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:61444e00681df58105f2eb3cbc53a0fc831db9940b33a9730c3b4472961a7260"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":747,"sha256":"sha256:e9f1f0f6fa133da3169ae69b1969c51cced047a900050893d7a0711c6bd063aa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b38252ec2761d1aca7860e871d9f310f6c7fe385d4e1d1ecd5572d2b99d426ce"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":6098787,"sha256":"sha256:0e35981f02e539be62d3fa40b489a2cd13c4869301e6f419a5ff7167c2d4a056","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a07b9bc7669efbcccf5db167a51886d624f0689b555aa6df54ea32c893074457"},{"path":"tokenizer_config.json","role":"config","sizeBytes":51028,"sha256":"sha256:85dc401872e5c808cbeb9b6b18006ae7555cd377034748c1ce83f01369a25d2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c08b32cafda68e58c4933fbd1f411f597778bb60cbdda36d44c15f8cc8aaf57b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a3ed10ec510b951d9bc494ecfd70341b9506af7fdc137dbd3071ab3e3ffc2839","representationDigest":"sha256:bf8a282a9c5901359ba3b2ce9e8bd789ff39fb902485f156ea48fc75ff77a6b3","evidenceSnapshotDigest":"sha256:7a8a7fbefa5a6f203141bdfe151c32ead3671c09b4edd38708090d2002ddd8f3","evaluatedAt":"2026-09-19T13:07:43.442Z","authorityVersion":"sha256:f4992e2cc6d948d2e53b1bb6b00ab729e081494cbe5a9bdde2e3d1b2c589320c","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":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:01:13.306Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-lite-2506"}},"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":"blocked","hosted":false,"fileCount":16,"publicDownloadableFileCount":0,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":33611419417,"label":"31.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":11,"upstreamStars":36,"label":"11 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-lite-2506"},{"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: mit","Provenance: inclusionAI/Ring-lite-2506","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":16,"totalFiles":16},"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-lite-2506/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-lite-2506"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T09:01:13.306Z","evidence_url":"/api/manifests/hf-model-inclusionai-ring-lite-2506"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-inclusionai-ring-lite-2506/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-lite-2506","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/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-lite-2506"},{"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: mit","Provenance: inclusionAI/Ring-lite-2506","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":0,"externalFiles":16,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-inclusionai-ring-lite-2506/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-lite-2506","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/distribution"},"supportedClaims":["inclusionAI/Ring-lite-2506 has 0 self-reported, unqualified Hugging Bay community reviews.","inclusionAI/Ring-lite-2506 has 0 self-reported run claims; none qualify verification during limited availability.","inclusionAI/Ring-lite-2506 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-lite-2506/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-ring-lite-2506"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2506/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."}}