{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T01:48:03.298Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-vpermilp-gigaam-v3","repo":"vpermilp/GigaAM-v3","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":3,"mirroredBytes":449039551,"readinessCheckedAt":"2026-10-30T01:01:15.259Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":3,"mirroredBytes":449039551,"readinessCheckedAt":"2026-10-30T01:01:15.259Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-vpermilp-gigaam-v3","owner":"vpermilp","name":"GigaAM-v3","repo":"vpermilp/GigaAM-v3","type":"llm","summary":"Model from Hugging Face for automatic speech recognition: vpermilp/GigaAM-v3 · unknown","cardDescription":"Transcribes spoken audio into text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for transcribing speech.","confidence":"medium","task":"automatic-speech-recognition","audience":null,"basis":"recorded-metadata","rules":["task:automatic-speech-recognition"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"automatic-speech-recognition"},{"field":"cardMetadata.pipelineTag","value":"automatic-speech-recognition"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":449044565,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"vpermilp","sourceUrl":"https://huggingface.co/vpermilp/GigaAM-v3","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","mit","safetensors","gigaam","automatic-speech-recognition","custom_code","ru","en","arxiv:2506.01192","license:mit","region:us","unknown","llm"],"task":"automatic-speech-recognition","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2506.01192"],"repoType":"model","baseModel":"","languages":["ru","en"],"sourceUrl":"https://huggingface.co/vpermilp/GigaAM-v3","evalResults":[],"libraryName":"unknown","pipelineTag":"automatic-speech-recognition","cardDataKeys":["language","license","pipeline_tag"],"semanticText":"automatic-speech-recognition unknown llm model ru en safetensors","semanticTerms":["automatic-speech-recognition","unknown","llm","model","ru","en","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":3495},{"lfs":false,"path":"config.json","sizeBytes":1867},{"lfs":true,"path":"model.safetensors","sizeBytes":448782348},{"lfs":true,"path":"tokenizer.model","sizeBytes":255336}],"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":449044565,"sizeKnown":true,"sizeLabel":"428.2 MB","sizeReason":"","declaredSizeBytes":449044565,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":606,"stars":0,"citations":0,"updatedAt":"2026-09-22T22:40:46.522Z","createdAt":"2026-09-22T22:39:17.798Z","version":"hf-main","upstream":{"gated":false,"repoId":"vpermilp/GigaAM-v3","private":false,"repoUrl":"https://huggingface.co/vpermilp/GigaAM-v3","disabled":false,"provider":"huggingface","repoType":"model","revision":"55c9d208001a7d56ca91c52e04ade3aca79abf5e","fetchedAt":"2026-09-22T22:39:17.796Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T22:40:46.522Z","mirroredBy":"mirror-batch-worker","totalFiles":5,"hostedFiles":3,"mirroredBytes":449039551,"mirroredFiles":3,"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_b7d462111e8a4f216169bca8b058dcd67c8236559e040a692131bcf215db81a1","artifactId":"hf-model-vpermilp-gigaam-v3","representationId":"rep-697a07d94d11a1d952ad4160cc1d46a769436be6f00ff379778a34f9ffa876aa","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-697a07d94d11a1d952ad4160cc1d46a769436be6f00ff379778a34f9ffa876aa","artifactId":"hf-model-vpermilp-gigaam-v3","format":"safetensors","source":{"provider":"huggingface","identity":"vpermilp/GigaAM-v3","revision":"55c9d208001a7d56ca91c52e04ade3aca79abf5e","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":1867,"sha256":"sha256:02361ba9cafd6c3ec66fcdd73494c3b562a60eb2a2d1b13f3cb04ae440d93e52","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:090ff6f3f072d35a4e555b80b2364af9d93c93e3576e75e4c187e4e9c8c3c31d"},{"path":"model.safetensors","role":"weight","sizeBytes":448782348,"sha256":"sha256:d3bf8f6a5632732c4f27c07b705c2c4198f31fee77a5060be4ce6bfed8212637","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b3932bf95990c2bc506728368eb3fd715e154c5c3ea8c809f70ba53f5ed99de"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":255336,"sha256":"sha256:828c12c991019eef952a960661f25a92d6ad279591e2ea466b4aeddf1d20a18a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8587149fb51aca0c49e95ec0fa538b224a2ad24cc49919d89fefd9e01db3175e"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:4f665a0cf445b927cfc112dbb79f2d799cb62eda823c39e40f7118ddb5384b18","representationDigest":"sha256:b879259381e35735cf135912e91f61e3844ca3073ebebc45c194b6e056705cce","evidenceSnapshotDigest":"sha256:566ae582f332e3d25b15a624e16b898831a9037358e8c5de7a76f7d77c1bb62b","evaluatedAt":"2026-09-22T22:40:46.816Z","authorityVersion":"sha256:1acede5c598575e300db39a34ec47c20c943bd42f5a31ea9ed4e563850408512","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":3,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":5,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T01:01:15.259Z","evidence_url":"/api/manifests/hf-model-vpermilp-gigaam-v3"}},"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":5,"publicDownloadableFileCount":3,"externalFileCount":5,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":449044565,"label":"428.2 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":606,"upstreamStars":0,"label":"606 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":"vpermilp/GigaAM-v3"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"3/5 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: vpermilp/GigaAM-v3","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 3/5 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":3,"externalFiles":2,"totalFiles":5},"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-vpermilp-gigaam-v3/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"vpermilp/GigaAM-v3"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T01:01:15.259Z","evidence_url":"/api/manifests/hf-model-vpermilp-gigaam-v3"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-vpermilp-gigaam-v3/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-vpermilp-gigaam-v3","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/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":"vpermilp/GigaAM-v3"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"3/5 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: vpermilp/GigaAM-v3","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 3/5 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":3,"externalFiles":2,"totalFiles":5},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-vpermilp-gigaam-v3/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-vpermilp-gigaam-v3","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/distribution"},"supportedClaims":["vpermilp/GigaAM-v3 has 0 self-reported, unqualified Hugging Bay community reviews.","vpermilp/GigaAM-v3 has 0 self-reported run claims; none qualify verification during limited availability.","vpermilp/GigaAM-v3 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-vpermilp-gigaam-v3/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-vpermilp-gigaam-v3"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-vpermilp-gigaam-v3/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."}}