{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-02T11:03:31.189Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-huihui-ai-huihui-moe-1b-a0-6b","repo":"huihui-ai/Huihui-MoE-1B-A0.6B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2260731513,"readinessCheckedAt":"2026-11-02T08:56:58.593Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":2260731513,"readinessCheckedAt":"2026-11-02T08:56:58.593Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-huihui-ai-huihui-moe-1b-a0-6b","owner":"huihui-ai","name":"Huihui-MoE-1B-A0.6B","repo":"huihui-ai/Huihui-MoE-1B-A0.6B","type":"llm","summary":"Model from Hugging Face for text generation: huihui-ai/Huihui-MoE-1B-A0.6B · 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":2265231438,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"huihui-ai","sourceUrl":"https://huggingface.co/huihui-ai/Huihui-MoE-1B-A0.6B","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_moe","text-generation","moe","conversational","base_model:qwen/qwen3-0.6b","base_model:finetune:qwen/qwen3-0.6b","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","jinja","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/huihui-ai/Huihui-MoE-1B-A0.6B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","license_link","pipeline_tag","tags"],"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":9325},{"lfs":false,"path":"added_tokens.json","sizeBytes":735},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4200},{"lfs":false,"path":"config.json","sizeBytes":998},{"lfs":false,"path":"generation_config.json","sizeBytes":127},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model.safetensors","sizeBytes":2249296512},{"lfs":false,"path":"model_params.txt","sizeBytes":40344},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":644},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5643},{"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":2265231438,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2265231438,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":21,"stars":3,"citations":0,"updatedAt":"2026-09-19T05:05:22.473Z","createdAt":"2026-06-30T19:29:40.150Z","version":"hf-main","upstream":{"gated":false,"repoId":"huihui-ai/Huihui-MoE-1B-A0.6B","private":false,"repoUrl":"https://huggingface.co/huihui-ai/Huihui-MoE-1B-A0.6B","disabled":false,"provider":"huggingface","repoType":"model","revision":"b87576073978dcea0a9f599ebcc0a544c2061fe2","fetchedAt":"2026-09-19T04:59:39.859Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"unknown","mirroredAt":"2026-09-19T05:05:22.473Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":8,"mirroredBytes":2260731513,"mirroredFiles":8,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_b0609416b897375273fed14755196fdbe505b93b4588b705e3dcb6200016ba67","artifactId":"hf-model-huihui-ai-huihui-moe-1b-a0-6b","representationId":"rep-3e84bf7f6cc98669d82bf7fbb99fe0e1690164855fb1f67200ef55069a05ddd7","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-3e84bf7f6cc98669d82bf7fbb99fe0e1690164855fb1f67200ef55069a05ddd7","artifactId":"hf-model-huihui-ai-huihui-moe-1b-a0-6b","format":"safetensors","source":{"provider":"huggingface","identity":"huihui-ai/Huihui-MoE-1B-A0.6B","revision":"b87576073978dcea0a9f599ebcc0a544c2061fe2","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":735,"sha256":"sha256:79f6ec6fcc423d3a82bfac8b9033b1daac7b7bce06a5f5f441637b480cc605de","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f6c8ce417838ef38833efd507c633d57465e88bd1237f3e8c0834d126954b5f1"},{"path":"chat_template.jinja","role":"template","sizeBytes":4200,"sha256":"sha256:bfbcd7bf3f08041bdcff4afb09f83677fe4f7e5b8b9c07e6be43651d88696aab","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2fd8c1aedb1b964f4bf1382a3c45b9d7a6c18c0e755e0fb04706d97676c8f285"},{"path":"config.json","role":"config","sizeBytes":998,"sha256":"sha256:421cce6516fc1b5a463777a7c03e46504299cc01133f39e9b9334474771aae99","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8c9f1a4ff45d281d01efaedda482342923bf876e07e1c44af2bc41f38ff56b16"},{"path":"generation_config.json","role":"config","sizeBytes":127,"sha256":"sha256:8b5f4b19dd2cc766885f2aba8265ac090b25c1bfa9a2b8698d7d329c0f1196c0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:56331720b023b20fa904964e93037f2e46f5c962b176e704b19ced6352b304cd"},{"path":"model.safetensors","role":"weight","sizeBytes":2249296512,"sha256":"sha256:e893bd29c30948c66b7bb6da4ede05684aa35eea99c8b2a07bfd8a9aa56e1b17","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f582bca6f6138d92a5a0dad81ce96d3433ce7d8f210159a6758e85436d58730"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":644,"sha256":"sha256:57255613bbe23c9497211ca68561ff429a51e871dbaf5a59998fa4c8f7fe168a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ccacb6a121476d5469bce2821f227ec739ece24cc87962b83fd0a376f4f46fc9"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5211d0e95042a78fefaa265d9df70786cdf3d66084aa1a1c6ce873298b7fd9ed"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5643,"sha256":"sha256:b2a0d89cf5c89d5d844c56d82e9c3731f862d720a6ce221c31955b628960cde7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:74dbbc3bcfe9f68cfa15e7390553c8327f3141cec15776396c16453873230485"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:389cc072bab9531cc27b5298c17d5a4a148ac332a3206de491a46ba021ef4230","representationDigest":"sha256:e6b83a680b716576840d903fd7deef6aef59b18be3738baf7bfdb0f3dd8a2e0c","evidenceSnapshotDigest":"sha256:4a9f367eee41da9a6f0a82c248fd5486d018285c204a8a5d5b2278353830975c","evaluatedAt":"2026-09-19T05:05:23.467Z","authorityVersion":"sha256:89c800d5d8601b3481e002ef0def9f48fe4da4bbb3177d3967a5cf55d97f504c","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":"2026-11-02T08:56:58.593Z","evidence_url":"/api/manifests/hf-model-huihui-ai-huihui-moe-1b-a0-6b"}},"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":"unknown","hosted":null,"fileCount":13,"publicDownloadableFileCount":8,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2265231438,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":21,"upstreamStars":3,"label":"21 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":"huihui-ai/Huihui-MoE-1B-A0.6B"},{"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: apache-2.0","Provenance: huihui-ai/Huihui-MoE-1B-A0.6B","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-huihui-ai-huihui-moe-1b-a0-6b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"huihui-ai/Huihui-MoE-1B-A0.6B"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-02T08:56:58.593Z","evidence_url":"/api/manifests/hf-model-huihui-ai-huihui-moe-1b-a0-6b"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-huihui-ai-huihui-moe-1b-a0-6b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-moe-1b-a0-6b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/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":"huihui-ai/Huihui-MoE-1B-A0.6B"},{"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: apache-2.0","Provenance: huihui-ai/Huihui-MoE-1B-A0.6B","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-huihui-ai-huihui-moe-1b-a0-6b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-moe-1b-a0-6b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/distribution"},"supportedClaims":["huihui-ai/Huihui-MoE-1B-A0.6B has 0 self-reported, unqualified Hugging Bay community reviews.","huihui-ai/Huihui-MoE-1B-A0.6B has 0 self-reported run claims; none qualify verification during limited availability.","huihui-ai/Huihui-MoE-1B-A0.6B 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-huihui-ai-huihui-moe-1b-a0-6b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-huihui-ai-huihui-moe-1b-a0-6b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-huihui-ai-huihui-moe-1b-a0-6b/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."}}