{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T03:35:27.550Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-toksuite-meta-llama-llama-3-2-1b","repo":"toksuite/meta-llama-Llama-3.2-1B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":3625457014,"readinessCheckedAt":"2026-11-01T03:33:43.068Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":3625457014,"readinessCheckedAt":"2026-11-01T03:33:43.068Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-toksuite-meta-llama-llama-3-2-1b","owner":"toksuite","name":"meta-llama-Llama-3.2-1B","repo":"toksuite/meta-llama-Llama-3.2-1B","type":"llm","summary":"Model from Hugging Face for text generation: toksuite/meta-llama-Llama-3.2-1B · transformers","cardDescription":"Generates text by continuing a prompt.","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":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"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":3626739854,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"toksuite","sourceUrl":"https://huggingface.co/toksuite/meta-llama-Llama-3.2-1B","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","llama","toksuite","tokenization","llama-3.2","research","robustness","bpe","text-generation","en","tr","it","fa","zh","arxiv:2512.20757","license:mit","text-generation-inference","endpoints_compatible","region:us"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","yaml","png","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2512.20757"],"repoType":"model","baseModel":"","languages":["en","tr","it","fa","zh"],"sourceUrl":"https://huggingface.co/toksuite/meta-llama-Llama-3.2-1B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en tr it fa zh safetensors","semanticTerms":["text-generation","transformers","llm","model","en","tr","it","fa","zh","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1642},{"lfs":false,"path":"README.md","sizeBytes":8118},{"lfs":false,"path":"config.json","sizeBytes":610},{"lfs":false,"path":"generation_config.json","sizeBytes":150},{"lfs":false,"path":"meta-llama--Llama-3.2-1B.yaml","sizeBytes":75},{"lfs":false,"path":"meta-llama--Llama-3.2-1B_super_mapping.json","sizeBytes":2172021},{"lfs":true,"path":"model-performance-comparison.png","sizeBytes":278864},{"lfs":true,"path":"model.safetensors","sizeBytes":3619919680},{"lfs":false,"path":"tokenizer.json","sizeBytes":3356277},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":83},{"lfs":true,"path":"toksuite-logo.png","sizeBytes":1002334}],"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":3626739854,"sizeKnown":true,"sizeLabel":"3.4 GB","sizeReason":"","declaredSizeBytes":3626739854,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":25,"stars":0,"citations":0,"updatedAt":"2026-09-04T06:10:18.603Z","createdAt":"2026-06-30T19:24:09.028Z","version":"hf-main","upstream":{"gated":false,"repoId":"toksuite/meta-llama-Llama-3.2-1B","private":false,"repoUrl":"https://huggingface.co/toksuite/meta-llama-Llama-3.2-1B","disabled":false,"provider":"huggingface","repoType":"model","revision":"1aa214119a242416f4bdc2e3c97729072ee185eb","fetchedAt":"2026-09-04T00:56:45.176Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-04T06:10:18.603Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":8,"mirroredBytes":3625457014,"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_bdb0f85bd15799218d144e9f37c9c6a914bc7c8d5a4d531d5efed4d98a1be582","artifactId":"hf-model-toksuite-meta-llama-llama-3-2-1b","representationId":"rep-476d39293a0b8adc2bf058102bd574dbb345e0e5ae35c9f9423feff458b369f5","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-476d39293a0b8adc2bf058102bd574dbb345e0e5ae35c9f9423feff458b369f5","artifactId":"hf-model-toksuite-meta-llama-llama-3-2-1b","format":"safetensors","source":{"provider":"huggingface","identity":"toksuite/meta-llama-Llama-3.2-1B","revision":"1aa214119a242416f4bdc2e3c97729072ee185eb","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":8118,"sha256":"sha256:ddca05754ad2f2384de2a9b525379b0554dd1c697bd4a3db7ea6af4af1d633f7","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:633227e7d703df9ab225c3919ae6054b83fd70a96eb8e66ff4eba7896eaae8eb"},{"path":"config.json","role":"config","sizeBytes":610,"sha256":"sha256:be63277da8320583e4a9430571403a2098744222d5a6f94ffb14dbffe084745d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dd3213da7a969f182dd8093b5b92a0b2978aaf24711f4b9677b1af948464b114"},{"path":"generation_config.json","role":"config","sizeBytes":150,"sha256":"sha256:382e4c6e1a664aef7344fbf1a342aa860cfcd058153e14e6f3e47f96a7b0d30f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:72785d1e6a0808e2bcd0de83d89390c5565f74e8089a35f930612cfc26f7c67c"},{"path":"meta-llama--Llama-3.2-1B.yaml","role":"support","sizeBytes":75,"sha256":"sha256:d6fcd321c0e8aff08f1a8a7626972487d1ad310453cf0b8874726b4c263ccf5d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5bd7251aba90e3dec9aad0610044f90499bb222d52fc9805dcf794a0b362cc73"},{"path":"meta-llama--Llama-3.2-1B_super_mapping.json","role":"support","sizeBytes":2172021,"sha256":"sha256:4cabcdce9e9bed48cb76b98dd8607f60b687fa37bdc528ad0739519a0770a27e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:03461091d3e27ed3abc8f5db4b32f53ab7f617bfba028e8304d31410811c04d7"},{"path":"model.safetensors","role":"weight","sizeBytes":3619919680,"sha256":"sha256:64c9f298794f60f3eed7c0198395ae760e8450cc9d46134d25e64b1bd4247ebf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8de4f476799b712ca573565127cb3187044a10c6475f3c7ea87b5f6ad4cddbf"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3356277,"sha256":"sha256:0eed1f6c90535cde8426ce78d94bc1a0042cbcd6925f69df9072491ebd99f78e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:07f18dca859fb8116135830ae87c2512c89f2b39a7cc92980ffc0d4551f4ef72"},{"path":"tokenizer_config.json","role":"config","sizeBytes":83,"sha256":"sha256:702047ad75ffe344e47df93cab1417a5b613615ea449bd35db6d16558a3fab98","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0e353e9aaa9418fb277af30b75ae119792e0a1eaeaf7d718ce6c71dd160270a8"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:52906638c28e9a2f91117230d2cb735bb020c7c7b4f5e45557d46fbc68a96863","representationDigest":"sha256:6e500489206995da1c9f3d263b8717095cadd5e2ed04ef1a9d063582735f0103","evidenceSnapshotDigest":"sha256:a5a51139812c2b1e831174f87afa72f39e55dfab422bfa165eea4e42929a588c","evaluatedAt":"2026-09-04T06:10:18.870Z","authorityVersion":"sha256:933768492266349f041f4f2b9e53f47c5d62046a96a890238fc5a70caefc2e5d","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T03:33:43.068Z","evidence_url":"/api/manifests/hf-model-toksuite-meta-llama-llama-3-2-1b"}},"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":11,"publicDownloadableFileCount":8,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":3626739854,"label":"3.4 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":25,"upstreamStars":0,"label":"25 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":"toksuite/meta-llama-Llama-3.2-1B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: toksuite/meta-llama-Llama-3.2-1B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"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-toksuite-meta-llama-llama-3-2-1b/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"toksuite/meta-llama-Llama-3.2-1B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T03:33:43.068Z","evidence_url":"/api/manifests/hf-model-toksuite-meta-llama-llama-3-2-1b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-toksuite-meta-llama-llama-3-2-1b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-toksuite-meta-llama-llama-3-2-1b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/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":"toksuite/meta-llama-Llama-3.2-1B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/11 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: toksuite/meta-llama-Llama-3.2-1B","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":3,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-toksuite-meta-llama-llama-3-2-1b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-toksuite-meta-llama-llama-3-2-1b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/distribution"},"supportedClaims":["toksuite/meta-llama-Llama-3.2-1B has 0 self-reported, unqualified Hugging Bay community reviews.","toksuite/meta-llama-Llama-3.2-1B has 0 self-reported run claims; none qualify verification during limited availability.","toksuite/meta-llama-Llama-3.2-1B 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-toksuite-meta-llama-llama-3-2-1b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-toksuite-meta-llama-llama-3-2-1b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-toksuite-meta-llama-llama-3-2-1b/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."}}