{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-22T06:35:35.397Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-titanml-tiny-mixtral","repo":"TitanML/tiny-mixtral","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":989649703,"readinessCheckedAt":"2026-10-22T06:13:23.277Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":5,"mirroredBytes":989649703,"readinessCheckedAt":"2026-10-22T06:13:23.277Z","readinessSource":"projection","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-titanml-tiny-mixtral","owner":"TitanML","name":"tiny-mixtral","repo":"TitanML/tiny-mixtral","type":"llm","summary":"Model from Hugging Face for text generation: TitanML/tiny-mixtral · transformers","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for generating text.","confidence":"medium","task":"text-generation","audience":null,"basis":"recorded-metadata","rules":["task:text-generation"],"evidence":[{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":990145229,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"TitanML","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","unknown","transformers","safetensors","mixtral","text-generation","text-generation-inference","endpoints_compatible","deploy:azure","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":[],"semanticText":"text-generation transformers llm model safetensors","semanticTerms":["text-generation","transformers","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":150},{"lfs":false,"path":"config.json","sizeBytes":714},{"lfs":false,"path":"generation_config.json","sizeBytes":111},{"lfs":true,"path":"model.safetensors","sizeBytes":987852608},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795303},{"lfs":true,"path":"tokenizer.model","sizeBytes":493443},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":967}],"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":990145229,"sizeKnown":true,"sizeLabel":"944.3 MB","sizeReason":"","declaredSizeBytes":990145229,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":177049,"stars":2,"citations":0,"updatedAt":"2026-09-21T01:08:23.474Z","createdAt":"2026-09-21T01:07:11.828Z","version":"hf-main","upstream":{"gated":false,"repoId":"TitanML/tiny-mixtral","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"40b934a7efa1bf6732ba19ed7a97956c201fd775","fetchedAt":"2026-09-21T01:07:11.825Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T01:08:23.474Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":5,"mirroredBytes":989649703,"mirroredFiles":5,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_c8018445079fffd8aaa3248a431dd3b326774eb988cf44554524488b96e788cf","artifactId":"hf-model-titanml-tiny-mixtral","representationId":"rep-17bffaf2e34aee11243d1a095b8a1df02ad7a619685ab79b10f9a680d3220d54","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-17bffaf2e34aee11243d1a095b8a1df02ad7a619685ab79b10f9a680d3220d54","artifactId":"hf-model-titanml-tiny-mixtral","format":"safetensors","source":{"provider":"huggingface","identity":"TitanML/tiny-mixtral","revision":"40b934a7efa1bf6732ba19ed7a97956c201fd775","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":714,"sha256":"sha256:76cc097abb8139c7bc4ef480f824b0a3412b14f1261f0086c81599c06e67c37b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:206637a97d70a83d5d742bdab8a8c8b4928734a1a1384b2357419856413b2bf8"},{"path":"generation_config.json","role":"config","sizeBytes":111,"sha256":"sha256:fce74a4626f7760e6378d4daf60e4f8daab471a896c3499bc92376721f9177bb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4721d25aae9fabda4266e4a0741b57905736b548a96c3ce04f7ed31e2d49d686"},{"path":"model.safetensors","role":"weight","sizeBytes":987852608,"sha256":"sha256:2f01e93a605d534f122502244170604fda49d8bc39529db157f24ff008fdd797","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:98af15ae8625c83044d4ba382fccddbcec3ec20c956bda6fff63ac114868bb7c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":414,"sha256":"sha256:6fa06efa2785e450051989a6f8fb4416b10149ded485ddd3f127a40734f5cfd0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:998adc74fff2ba7dd0c40edb1b7c31e76129161e55fffef0f8bc61c13614b0ff"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1795303,"sha256":"sha256:fc4f0bd70b3709312d9d1d9e5ba674794b6bc5abc17429897a540f93882f25fc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b0503f5bbd38ae614279270c36e713c15341f7f613a86c5e402d2e9b45b9d9e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":967,"sha256":"sha256:747ec99bae3fd9d7bf9c3b9172e5ca0d82ca0d23d64a58ef1752b612f196817b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bede9311fdb22bc65fac9e5da33f542589b8c9426edc3fa57029c4d243e2d7ec"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:8deb78242862a67cbc66c9007e6b1a9374e539c6609e77b2f1b26bcdef311ccd","representationDigest":"sha256:98f82015e0ddf5c9292b9342ffd8d5eb289d5eccb73013bb1736c0cf73bb2847","evidenceSnapshotDigest":"sha256:e8c2e89a34da2830c7c5b9a4019c0da7f9ed9e362fd736285d49ad6e5aa20c00","evaluatedAt":"2026-09-21T01:08:24.032Z","authorityVersion":"sha256:64ee67aae8abac37a0c4c9e988c5b3727e0611ba0d1b81279dfefe827ad4689d","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":8,"scope":"recorded-postgres-snapshot"},"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":8,"publicDownloadableFileCount":5,"externalFileCount":8,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":990145229,"label":"944.3 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":177049,"upstreamStars":2,"label":"177K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"TitanML/tiny-mixtral"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: TitanML/tiny-mixtral","Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-titanml-tiny-mixtral/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"TitanML/tiny-mixtral"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-titanml-tiny-mixtral/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-titanml-tiny-mixtral","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"TitanML/tiny-mixtral"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"5/8 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: TitanML/tiny-mixtral","Hosted files: 5/8 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":5,"externalFiles":3,"totalFiles":8},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-titanml-tiny-mixtral/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-titanml-tiny-mixtral","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/distribution"},"supportedClaims":["TitanML/tiny-mixtral has 0 self-reported, unqualified Hugging Bay community reviews.","TitanML/tiny-mixtral has 0 self-reported run claims; none qualify verification during limited availability.","TitanML/tiny-mixtral 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-titanml-tiny-mixtral/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-titanml-tiny-mixtral"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-titanml-tiny-mixtral/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."}}