{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-11-01T17:56:58.037Z","namespace":"Zyphra","displayName":"Zyphra","claimed":false,"applicationStatus":null,"stats":{"artifacts":5,"publicArtifacts":5,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":62,"totalFiles":62,"downloads":30222,"stars":285,"updatedAt":"2026-09-21T23:56:45.829Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14715450281,"readinessCheckedAt":"2026-11-01T17:00:52.292Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14715450281,"readinessCheckedAt":"2026-11-01T17:00:52.292Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zamba2-7b-instruct","owner":"Zyphra","name":"Zamba2-7B-Instruct","repo":"Zyphra/Zamba2-7B-Instruct","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/Zamba2-7B-Instruct · 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":29765774675,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","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","zamba2","text-generation","conversational","base_model:zyphra/zamba2-7b","base_model:finetune:zyphra/zamba2-7b","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license"],"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":6315},{"lfs":false,"path":"config.json","sizeBytes":2408},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4810178152},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4917529456},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4968640128},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4968641192},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4934768840},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4934769784},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":229376128},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":63331},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":504},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795412},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1369}],"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":29765774675,"sizeKnown":true,"sizeLabel":"27.7 GB","sizeReason":"","declaredSizeBytes":29765774675,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":28135,"stars":93,"citations":0,"updatedAt":"2026-09-21T23:56:45.829Z","createdAt":"2026-06-29T22:24:27.402Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/Zamba2-7B-Instruct","private":false,"repoUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"3146688c5286a3d1ac54ac287bc276b6803e193e","fetchedAt":"2026-09-21T23:34:59.800Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T23:56:45.829Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":9,"mirroredBytes":14715450281,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":9,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29765774675,"label":"27.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":28135,"upstreamStars":93,"label":"28K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/Zamba2-7B-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/15 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Zyphra/Zamba2-7B-Instruct","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":6,"totalFiles":15},"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-zyphra-zamba2-7b-instruct/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6315,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/Zamba2-7B-Instruct"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:00:52.292Z","evidence_url":"/api/manifests/hf-model-zyphra-zamba2-7b-instruct"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":5}],"topLicenses":[{"license":"apache-2.0","count":4},{"license":"mit","count":1}],"sourceCounts":[{"source":"huggingface","count":5}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/Zyphra","api":"https://huggingbay.xyz/api/publishers/Zyphra","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=Zyphra&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14715450281,"readinessCheckedAt":"2026-11-01T17:00:52.292Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14715450281,"readinessCheckedAt":"2026-11-01T17:00:52.292Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zamba2-7b-instruct","owner":"Zyphra","name":"Zamba2-7B-Instruct","repo":"Zyphra/Zamba2-7B-Instruct","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/Zamba2-7B-Instruct · 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":29765774675,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","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","zamba2","text-generation","conversational","base_model:zyphra/zamba2-7b","base_model:finetune:zyphra/zamba2-7b","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license"],"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":6315},{"lfs":false,"path":"config.json","sizeBytes":2408},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4810178152},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4917529456},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4968640128},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4968641192},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4934768840},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4934769784},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":229376128},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":63331},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":504},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795412},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1369}],"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":29765774675,"sizeKnown":true,"sizeLabel":"27.7 GB","sizeReason":"","declaredSizeBytes":29765774675,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":28135,"stars":93,"citations":0,"updatedAt":"2026-09-21T23:56:45.829Z","createdAt":"2026-06-29T22:24:27.402Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/Zamba2-7B-Instruct","private":false,"repoUrl":"https://huggingface.co/Zyphra/Zamba2-7B-Instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"3146688c5286a3d1ac54ac287bc276b6803e193e","fetchedAt":"2026-09-21T23:34:59.800Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T23:56:45.829Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":9,"mirroredBytes":14715450281,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":9,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29765774675,"label":"27.7 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":28135,"upstreamStars":93,"label":"28K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/Zamba2-7B-Instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/15 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Zyphra/Zamba2-7B-Instruct","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":6,"totalFiles":15},"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-zyphra-zamba2-7b-instruct/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":6315,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/Zamba2-7B-Instruct"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:00:52.292Z","evidence_url":"/api/manifests/hf-model-zyphra-zamba2-7b-instruct"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":5326330296,"readinessCheckedAt":"2026-11-01T17:02:21.242Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":5326330296,"readinessCheckedAt":"2026-11-01T17:02:21.242Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zamba2-2-7b","owner":"Zyphra","name":"Zamba2-2.7B","repo":"Zyphra/Zamba2-2.7B","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/Zamba2-2.7B · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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":21459308865,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/Zamba2-2.7B","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","zamba2","text-generation","arxiv:2405.16712","arxiv:2406.01981","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","pt","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2405.16712","2406.01981"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Zyphra/Zamba2-2.7B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["license"],"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":5306},{"lfs":true,"path":"Zamba2_2p7b_direct_from_pytorch.pt","sizeBytes":10755246592},{"lfs":false,"path":"config.json","sizeBytes":2020},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4940965304},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":383523136},{"lfs":true,"path":"model.pt","sizeBytes":5377725152},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":42959},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795331},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":995}],"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":21459308865,"sizeKnown":true,"sizeLabel":"20.0 GB","sizeReason":"","declaredSizeBytes":21459308865,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":957,"stars":81,"citations":0,"updatedAt":"2026-09-21T20:40:01.270Z","createdAt":"2026-06-30T02:15:40.977Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/Zamba2-2.7B","private":false,"repoUrl":"https://huggingface.co/Zyphra/Zamba2-2.7B","disabled":false,"provider":"huggingface","repoType":"model","revision":"31afeeac4c66b4851a54290ba57c995a68c87861","fetchedAt":"2026-09-21T20:34:11.608Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T20:40:01.270Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":5326330296,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":21459308865,"label":"20.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":957,"upstreamStars":81,"label":"957 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/Zamba2-2.7B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Zyphra/Zamba2-2.7B","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-zyphra-zamba2-2-7b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":5306,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Zamba2_2p7b_direct_from_pytorch.pt","sizeBytes":10755246592,"format":"pt","risk":"medium","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/Zamba2-2.7B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:02:21.242Z","evidence_url":"/api/manifests/hf-model-zyphra-zamba2-2-7b"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14466931103,"readinessCheckedAt":"2026-11-01T17:02:21.266Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":14466931103,"readinessCheckedAt":"2026-11-01T17:02:21.266Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zamba-7b-v1","owner":"Zyphra","name":"Zamba-7B-v1","repo":"Zyphra/Zamba-7B-v1","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/Zamba-7B-v1 · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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":29169771393,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1","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","zamba","text-generation","arxiv:2405.16712","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2405.16712"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["license"],"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":4813},{"lfs":false,"path":"config.json","sizeBytes":2036},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4942229328},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4955967560},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4566872736},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":62586},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795308},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":998},{"lfs":true,"path":"zamba.bin","sizeBytes":14702833958}],"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":29169771393,"sizeKnown":true,"sizeLabel":"27.2 GB","sizeReason":"","declaredSizeBytes":29169771393,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":915,"stars":29,"citations":0,"updatedAt":"2026-09-21T10:28:15.271Z","createdAt":"2026-06-30T02:15:53.818Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/Zamba-7B-v1","private":false,"repoUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1","disabled":false,"provider":"huggingface","repoType":"model","revision":"b8c9e7ede2f60ef36c21328bcf578932318db771","fetchedAt":"2026-09-21T10:06:51.325Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-21T10:28:15.271Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":9,"mirroredBytes":14466931103,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":9,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29169771393,"label":"27.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":915,"upstreamStars":29,"label":"915 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/Zamba-7B-v1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Zyphra/Zamba-7B-v1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":3,"totalFiles":12},"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-zyphra-zamba-7b-v1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":4813,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/Zamba-7B-v1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:02:21.266Z","evidence_url":"/api/manifests/hf-model-zyphra-zamba-7b-v1"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":7119855903,"readinessCheckedAt":"2026-11-01T17:44:21.455Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":9,"mirroredBytes":7119855903,"readinessCheckedAt":"2026-11-01T17:44:21.455Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zr1-1-5b","owner":"Zyphra","name":"ZR1-1.5B","repo":"Zyphra/ZR1-1.5B","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/ZR1-1.5B · transformers","cardDescription":"A model for generating and working with code.","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":"mit"},{"field":"cardMetadata.license","value":"mit"},{"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":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":7119993010,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/ZR1-1.5B","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","transformers","safetensors","qwen2","text-generation","conversational","en","dataset:ai-mo/numinamath-cot","dataset:codeparrot/apps","dataset:deepmind/code_contests","dataset:baai/taco","dataset:matrixstudio/codeforces-python-submissions","arxiv:2502.01456","arxiv:2503.07572","base_model:deepseek-ai/deepseek-r1-distill-qwen-1.5b","base_model:finetune:deepseek-ai/deepseek-r1-distill-qwen-1.5b","license:mit","text-generation-inference","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors","png"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["AI-MO/NuminaMath-CoT","codeparrot/apps","deepmind/code_contests","BAAI/TACO","MatrixStudio/Codeforces-Python-Submissions"],"paperIds":["2502.01456","2503.07572"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/Zyphra/ZR1-1.5B","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag"],"semanticText":"text-generation transformers llm model en ai-mo/numinamath-cot codeparrot/apps deepmind/code_contests baai/taco matrixstudio/codeforces-python-submissions safetensors","semanticTerms":["text-generation","transformers","llm","model","en","ai-mo/numinamath-cot","codeparrot/apps","deepmind/code_contests","baai/taco","matrixstudio/codeforces-python-submissions","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1698},{"lfs":false,"path":"README.md","sizeBytes":8241},{"lfs":false,"path":"config.json","sizeBytes":729},{"lfs":false,"path":"generation_config.json","sizeBytes":181},{"lfs":true,"path":"model-00001-of-00002.safetensors","sizeBytes":4980271128},{"lfs":true,"path":"model-00002-of-00002.safetensors","sizeBytes":2128119224},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":26379},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":485},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422778},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":6758},{"lfs":false,"path":"zr1-1.5b-livebench.png","sizeBytes":72156},{"lfs":false,"path":"zr1_livebench_greedy_lightmode.png","sizeBytes":63253}],"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":7119993010,"sizeKnown":true,"sizeLabel":"6.6 GB","sizeReason":"","declaredSizeBytes":7119993010,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":189,"stars":77,"citations":0,"updatedAt":"2026-09-04T19:18:24.727Z","createdAt":"2026-06-30T02:32:16.079Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/ZR1-1.5B","private":false,"repoUrl":"https://huggingface.co/Zyphra/ZR1-1.5B","disabled":false,"provider":"huggingface","repoType":"model","revision":"6108a26d0cd7f378704e281ee4d842c4a055cb4a","fetchedAt":"2026-09-04T16:25:00.563Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-04T19:18:24.727Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":9,"mirroredBytes":7119855903,"mirroredFiles":9,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":12,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":12,"publicDownloadableFileCount":9,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":7119993010,"label":"6.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":189,"upstreamStars":77,"label":"189 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/ZR1-1.5B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"9/12 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: mit","Provenance: Zyphra/ZR1-1.5B","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 9/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":9,"externalFiles":3,"totalFiles":12},"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-zyphra-zr1-1-5b/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1698,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/ZR1-1.5B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:44:21.455Z","evidence_url":"/api/manifests/hf-model-zyphra-zr1-1-5b"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":14466935976,"readinessCheckedAt":"2026-11-01T17:51:53.137Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":14466935976,"readinessCheckedAt":"2026-11-01T17:51:53.137Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-zyphra-zamba-7b-v1-phase1","owner":"Zyphra","name":"Zamba-7B-v1-phase1","repo":"Zyphra/Zamba-7B-v1-phase1","type":"llm","summary":"Model from Hugging Face for text generation: Zyphra/Zamba-7B-v1-phase1 · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"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":14466937495,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Zyphra","sourceUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1-phase1","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","zamba","text-generation","arxiv:2405.16712","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2405.16712"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1-phase1","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["license"],"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":4873},{"lfs":false,"path":"config.json","sizeBytes":2036},{"lfs":false,"path":"generation_config.json","sizeBytes":137},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4942229328},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4955967560},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":4566872736},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":62586},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":414},{"lfs":false,"path":"tokenizer.json","sizeBytes":1795308},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":998}],"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":14466937495,"sizeKnown":true,"sizeLabel":"13.5 GB","sizeReason":"","declaredSizeBytes":14466937495,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":26,"stars":5,"citations":0,"updatedAt":"2026-09-03T20:48:17.617Z","createdAt":"2026-06-30T19:22:23.703Z","version":"hf-main","upstream":{"gated":false,"repoId":"Zyphra/Zamba-7B-v1-phase1","private":false,"repoUrl":"https://huggingface.co/Zyphra/Zamba-7B-v1-phase1","disabled":false,"provider":"huggingface","repoType":"model","revision":"cccdbbc242a1202c4f0f28c36a31f8cd218dad8b","fetchedAt":"2026-09-03T18:16:58.391Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-03T20:48:17.617Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":10,"mirroredBytes":14466935976,"mirroredFiles":10,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":11,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":10,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":14466937495,"label":"13.5 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":26,"upstreamStars":5,"label":"26 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Zyphra/Zamba-7B-v1-phase1"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/11 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Zyphra/Zamba-7B-v1-phase1","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":1,"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-zyphra-zamba-7b-v1-phase1/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Zyphra/Zamba-7B-v1-phase1"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T17:51:53.137Z","evidence_url":"/api/manifests/hf-model-zyphra-zamba-7b-v1-phase1"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}