{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T23:00:44.721Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-inclusionai-llada2-0-mini","repo":"inclusionAI/LLaDA2.0-mini","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T22:58:48.345Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T22:58:48.345Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-inclusionai-llada2-0-mini","owner":"inclusionAI","name":"LLaDA2.0-mini","repo":"inclusionAI/LLaDA2.0-mini","type":"llm","summary":"Model from Hugging Face for text generation: inclusionAI/LLaDA2.0-mini · transformers","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":"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"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":null,"form":"unspecified","runs":[]}},"publisher":"inclusionAI","sourceUrl":"https://huggingface.co/inclusionAI/LLaDA2.0-mini","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":85,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","llada2_moe","text-generation","dllm","diffusion","llm","text_generation","conversational","custom_code","arxiv:2512.15745","license:apache-2.0","region:us"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2512.15745"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/inclusionAI/LLaDA2.0-mini","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":[],"semanticText":"text-generation transformers llm model safetensors diffusion","semanticTerms":["text-generation","transformers","llm","model","safetensors","diffusion"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"config.json","sizeBytes":0},{"lfs":false,"path":"configuration_llada2_moe.py","sizeBytes":0},{"lfs":false,"path":"model-00001-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00002-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00003-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00004-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00005-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00006-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model-00007-of-00007.safetensors","sizeBytes":0},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":0},{"lfs":false,"path":"modeling_llada2_moe.py","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0}],"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":0,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":153610,"stars":70,"citations":0,"updatedAt":"2026-09-18T06:56:24.271Z","createdAt":"2026-06-29T22:22:13.441Z","version":"hf-main","upstream":{"gated":false,"repoId":"inclusionAI/LLaDA2.0-mini","private":false,"repoUrl":"https://huggingface.co/inclusionAI/LLaDA2.0-mini","disabled":false,"provider":"huggingface","repoType":"model","revision":"dad945cac317da394b390f82c7b40691d8a881ed","fetchedAt":"2026-07-12T20:16:59.117Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"blocked","mirroredAt":"2026-09-18T06:56:24.271Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"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_f4ff95c24d8d6394c97ef5273516749fd0d6458e8dda4a7d2e4d61af8a01e7f6","artifactId":"hf-model-inclusionai-llada2-0-mini","representationId":"rep-6a2f585b2cbf870e44ca6acc3c053febb5643d0e33a54958c49d9e3d741b04e2","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-6a2f585b2cbf870e44ca6acc3c053febb5643d0e33a54958c49d9e3d741b04e2","artifactId":"hf-model-inclusionai-llada2-0-mini","format":"safetensors","source":{"provider":"huggingface","identity":"inclusionAI/LLaDA2.0-mini","revision":"dad945cac317da394b390f82c7b40691d8a881ed","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1509,"sha256":"sha256:6b1db3737e1d173a0326cd0bb740d7ae81515f5ea9468903fa008dadca9cffde","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0b39f178c34782280980dee755e32755cb28ec1b881d65e8be17b65f812f8f15"},{"path":"model-00001-of-00007.safetensors","role":"weight","sizeBytes":4999887840,"sha256":"sha256:bbb97beb957df1551ee6508f0d0ccec9b79fdc8b4adf988bcd72a8697e87154c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e96dc7aff66311119c2991348a8d4f5b8bdec92688f85806e6bad4a1975a067f"},{"path":"model-00002-of-00007.safetensors","role":"weight","sizeBytes":4998880752,"sha256":"sha256:ecd1c445bd190a966bd8731a957b32d3416946284999ade15f171d85dffe7305","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6a7a0b427f9124cead930d6168fe1c5d4ce23d01777c8c468426cb28986a030"},{"path":"model-00003-of-00007.safetensors","role":"weight","sizeBytes":4998880776,"sha256":"sha256:9e2fa25a6f1e5385e27ce07be192158c3fad7b9120402c7152dd958bd50bc33e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b8dbeffef9bf99a01c10a6727be84bd1428e9b19080602bb53ec740900a1efac"},{"path":"model-00004-of-00007.safetensors","role":"weight","sizeBytes":4998882960,"sha256":"sha256:562f7aaf6f5a5dfd99298e985b46163ed0383d63462d1a6678adcaa4e781074f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2759c76ac15cda49e0177e494df26220def805ea0557cac03e50797739932586"},{"path":"model-00005-of-00007.safetensors","role":"weight","sizeBytes":4998883176,"sha256":"sha256:7fac238eb1f4283efb0733754943e2b5a2c53665be6fa5ea355c1224b03d2e1e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7961227fbe781451ec46f58523372383b564841c50afce4e724e8aaf8ee09a7c"},{"path":"model-00006-of-00007.safetensors","role":"weight","sizeBytes":4998883200,"sha256":"sha256:f059d81227766cddc9de337aaa448a86163d6145f956009d14f48557af8298be","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:54e091e7a364a1804047b29a2565576052eb1ffd04d41be80a5ed1c043fdfbe9"},{"path":"model-00007-of-00007.safetensors","role":"weight","sizeBytes":2518823800,"sha256":"sha256:31f4862396580c6e3de277746234b8f120196c0b5741aaea92b46cd4b5ce59df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:945d6b697977d78b425c2afcd0461eb8fc74a5fcc564b36bcce552d1f266b0fd"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":1338853,"sha256":"sha256:d0e46f77487b9c8428a41a6bbf6fd6ccf2b1a698843c33e0c4ae686294e4d103","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:27d1f38dd42690af7e60d6f11e8bd87d3e2898245cc15db00fe32a7453f87e36"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":180,"sha256":"sha256:2fb357349941f0b4b88669cc2745e70350487dc1b46a5b4dfab8ae1882efdf0b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fa9bf2d1e803ee74d6ff55f98f35b2ddba46fae0cf58a9f78834dcd8215ea7c1"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":7663359,"sha256":"sha256:0a1db22fe3dfb28f9b2be6d87f472af371b50235d7f5366ecac14b52ff8c002b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:360470c4c581d0c363c33832ef75ea3de2f99b200669595dc35f2e994fd8911f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":4595,"sha256":"sha256:053a74db9233c69408762c4e70043cf9811504d1a59220adb0d00c956cf7749c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4f0f0821d52f5129ae8f13028e5a29e22a012832d1dfac63e9f1f4bcae454c3e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:66750c03aad12fc150e454ccc6cf9dcc391ba28bec96aabd93d1469b96f0cd18","representationDigest":"sha256:12b7b95ecd867029a66dc581532ad496051d369bf4b3f2afe5dea714d70c17ec","evidenceSnapshotDigest":"sha256:b9585bedd68c7aed313c6c1f46afa951d7a8349150d6b438f88fa4b8f548f329","evaluatedAt":"2026-09-18T06:56:28.602Z","authorityVersion":"sha256:e8fe73f0bc71cd74cd5948c48a4e07ed650cedbf0681a48195ecae4de9edf3dd","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":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T22:58:48.345Z","evidence_url":"/api/manifests/hf-model-inclusionai-llada2-0-mini"}},"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":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":153610,"upstreamStars":70,"label":"154K 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":"inclusionAI/LLaDA2.0-mini"},{"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: apache-2.0","Provenance: inclusionAI/LLaDA2.0-mini","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-llada2-0-mini/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/LLaDA2.0-mini"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T22:58:48.345Z","evidence_url":"/api/manifests/hf-model-inclusionai-llada2-0-mini"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-inclusionai-llada2-0-mini/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-llada2-0-mini","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/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":"inclusionAI/LLaDA2.0-mini"},{"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: apache-2.0","Provenance: inclusionAI/LLaDA2.0-mini","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-llada2-0-mini/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-llada2-0-mini","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/distribution"},"supportedClaims":["inclusionAI/LLaDA2.0-mini has 0 self-reported, unqualified Hugging Bay community reviews.","inclusionAI/LLaDA2.0-mini has 0 self-reported run claims; none qualify verification during limited availability.","inclusionAI/LLaDA2.0-mini 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-llada2-0-mini/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-llada2-0-mini"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-llada2-0-mini/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."}}