{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T15:07:24.876Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-smalldoge-doge-320m-instruct","repo":"SmallDoge/Doge-320M-Instruct","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":674082867,"readinessCheckedAt":"2026-10-29T15:05:11.429Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":674082867,"readinessCheckedAt":"2026-10-29T15:05:11.429Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-smalldoge-doge-320m-instruct","owner":"SmallDoge","name":"Doge-320M-Instruct","repo":"SmallDoge/Doge-320M-Instruct","type":"llm","summary":"Model from Hugging Face for question answering: SmallDoge/Doge-320M-Instruct · transformers","cardDescription":"Answers questions using supplied text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for answering questions.","confidence":"low","task":"question-answering","audience":null,"basis":"recorded-metadata","rules":["task:question-answering"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"question-answering"},{"field":"cardMetadata.pipelineTag","value":"question-answering"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","task-tags-conflict"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":674142422,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"SmallDoge","sourceUrl":"https://huggingface.co/SmallDoge/Doge-320M-Instruct","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","doge","text-generation","trl","sft","dpo","question-answering","custom_code","en","dataset:huggingfacetb/smoltalk","dataset:huggingfaceh4/ultrafeedback_binarized","arxiv:2412.11834","base_model:smalldoge/doge-320m","base_model:finetune:smalldoge/doge-320m","license:apache-2.0","endpoints_compatible","region:us","llm","huggingfacetb/smoltalk"],"task":"question-answering","modality":"text","framework":"transformers","formats":["gitattributes","md","json","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["HuggingFaceTB/smoltalk","HuggingFaceH4/ultrafeedback_binarized"],"paperIds":["2412.11834"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/SmallDoge/Doge-320M-Instruct","evalResults":[],"libraryName":"transformers","pipelineTag":"question-answering","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"question-answering transformers llm model en huggingfacetb/smoltalk huggingfaceh4/ultrafeedback_binarized safetensors","semanticTerms":["question-answering","transformers","llm","model","en","huggingfacetb/smoltalk","huggingfaceh4/ultrafeedback_binarized","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":7765},{"lfs":false,"path":"config.json","sizeBytes":1218},{"lfs":false,"path":"configuration_doge.py","sizeBytes":13926},{"lfs":false,"path":"generation_config.json","sizeBytes":139},{"lfs":true,"path":"model.safetensors","sizeBytes":671661936},{"lfs":false,"path":"modeling_doge.py","sizeBytes":36345},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":459},{"lfs":false,"path":"tokenizer.json","sizeBytes":2364518},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":54597}],"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":674142422,"sizeKnown":true,"sizeLabel":"642.9 MB","sizeReason":"","declaredSizeBytes":674142422,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":47,"stars":4,"citations":0,"updatedAt":"2026-09-25T00:15:19.840Z","createdAt":"2026-09-25T00:13:55.210Z","version":"hf-main","upstream":{"gated":false,"repoId":"SmallDoge/Doge-320M-Instruct","private":false,"repoUrl":"https://huggingface.co/SmallDoge/Doge-320M-Instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"8f34614833ce4fc25375354e8605060c0a445e82","fetchedAt":"2026-09-25T00:13:55.207Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-25T00:15:19.840Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":6,"mirroredBytes":674082867,"mirroredFiles":6,"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_0952f26b727735f9070e0fff41e4b139ddf82ea23852f4eea85579a2056ffb76","artifactId":"hf-model-smalldoge-doge-320m-instruct","representationId":"rep-7645a632ca3424fb9ab05a1860d0f3a47b0a392c0de2b056f93170b6a6800373","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-7645a632ca3424fb9ab05a1860d0f3a47b0a392c0de2b056f93170b6a6800373","artifactId":"hf-model-smalldoge-doge-320m-instruct","format":"safetensors","source":{"provider":"huggingface","identity":"SmallDoge/Doge-320M-Instruct","revision":"8f34614833ce4fc25375354e8605060c0a445e82","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1218,"sha256":"sha256:dd5aaa9db82a53b7d9d0f4408a25a910e3a3f55d302eb02ca1deece2d5fc173a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4853d74cfdc1912da657ae385d3177820768da235d29dc991f3c8e720bbad200"},{"path":"generation_config.json","role":"config","sizeBytes":139,"sha256":"sha256:8cba345a24cb13e200f75fd74c68885735d9f57986324ad59363a6184cbf1bce","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:50ce02b38f7fc6a4ef2defbad3d30f2abfa2ec4387a4d47a5975970331a8b115"},{"path":"model.safetensors","role":"weight","sizeBytes":671661936,"sha256":"sha256:733b0d7a5ec0ece25ade01dbe7db3ec3a9274a3aca4933789fda0f739bf316b0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d79e2d55f9b48887f0937853f977b7ef06f35d50902a2f31ad411301087ef1dd"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":459,"sha256":"sha256:32f404d626cf7b1b6eea36c241ae7cbd6ec29c777a8701ea48c0fe9ebb94c9b1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7d16a1b361c126c0fa8d2b5d763e0f26539c809fc6c4f12e31db429518c97137"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":2364518,"sha256":"sha256:42f8915ec30586ec8dc2962fee7025b23f6e942cffc9f9b6f3862eccc9c26f60","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f1f8a49cc985e744d1fb355a1420911925b14478e8f7ddc021acf3d661ef0dcc"},{"path":"tokenizer_config.json","role":"config","sizeBytes":54597,"sha256":"sha256:4ac3b502c967ea2f4471649356ac7bbb693fcda16d0c4618f2f01b2259c98860","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1e3b2a503be691667cb3a36e8dbf922d8d9890ca0f2e6cde8bf6ce04c6eea25c"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:3fec96db5f47cd8d79146425a6fce47de0b4c25ad9140a0e16c69835b9ea3ff0","representationDigest":"sha256:8a36f3cf4333c42152fceb892c842c41d0349a18b155b94c9b64ba6431a13744","evidenceSnapshotDigest":"sha256:aef2a40dc0f615c691f2ca79c740602e73dc23f24ff2b001a5bfe67ef91c38f0","evaluatedAt":"2026-09-25T00:15:20.271Z","authorityVersion":"sha256:29599c6a052c2fa47a6224ec115e4b8e79e8bf785b6593924fd1952a36f40a62","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"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":10,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T15:05:11.429Z","evidence_url":"/api/manifests/hf-model-smalldoge-doge-320m-instruct"}},"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":10,"publicDownloadableFileCount":6,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":674142422,"label":"642.9 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":47,"upstreamStars":4,"label":"47 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":"SmallDoge/Doge-320M-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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: SmallDoge/Doge-320M-Instruct","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"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-smalldoge-doge-320m-instruct/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"SmallDoge/Doge-320M-Instruct"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T15:05:11.429Z","evidence_url":"/api/manifests/hf-model-smalldoge-doge-320m-instruct"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-smalldoge-doge-320m-instruct/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-smalldoge-doge-320m-instruct","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/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":"SmallDoge/Doge-320M-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/10 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: SmallDoge/Doge-320M-Instruct","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":4,"totalFiles":10},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-smalldoge-doge-320m-instruct/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-smalldoge-doge-320m-instruct","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/distribution"},"supportedClaims":["SmallDoge/Doge-320M-Instruct has 0 self-reported, unqualified Hugging Bay community reviews.","SmallDoge/Doge-320M-Instruct has 0 self-reported run claims; none qualify verification during limited availability.","SmallDoge/Doge-320M-Instruct 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-smalldoge-doge-320m-instruct/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-smalldoge-doge-320m-instruct"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-smalldoge-doge-320m-instruct/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."}}