{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-15T01:23:09.668Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-q-project-q-u-164m","repo":"q-project/Q-U-164M","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":793581529,"readinessCheckedAt":"2026-11-15T01:16:40.669Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":10,"mirroredBytes":793581529,"readinessCheckedAt":"2026-11-15T01:16:40.669Z","readinessSource":"file-check","degraded":true,"stale":true,"obtainReady":null,"hosted":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown."},"id":"hf-model-q-project-q-u-164m","owner":"q-project","name":"Q-U-164M","repo":"q-project/Q-U-164M","type":"llm","summary":"Model from Hugging Face for text generation: q-project/Q-U-164M · transformers","cardDescription":"A model for generating and working with code.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for asking software tools to take actions.","confidence":"medium","task":"tool-calling","audience":null,"basis":"recorded-metadata","rules":["task:tool-calling","tag:chat","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"q-project/Q-164M"},{"field":"tags","value":"conversational"},{"field":"tags","value":"function-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"q-project/Q-164M","field":"baseModel"}],"parameters":null,"size":{"bytes":793609525,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"q-project","sourceUrl":"https://huggingface.co/q-project/Q-U-164M","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","qagent","text-generation","causal-lm","custom-architecture","ternary-weights","bitnet","frozen-embeddings","exact-circuits","tool-use","function-calling","instruction-tuned","tiny-model","conversational","custom_code","en","base_model:q-project/q-164m","base_model:finetune:q-project/q-164m","license:apache-2.0"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","svg","md","py","json","qpack","safetensors"],"baseModel":"q-project/Q-164M","derivedFrom":"q-project/Q-164M","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"q-project/Q-164M","languages":["en"],"sourceUrl":"https://huggingface.co/q-project/Q-U-164M","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en q-project/q-164m safetensors qagent frozen-embeddings instruction-tuned","semanticTerms":["text-generation","transformers","llm","model","en","q-project/q-164m","safetensors","qagent","frozen-embeddings","instruction-tuned"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1567},{"lfs":false,"path":"LICENSE","sizeBytes":10754},{"lfs":false,"path":"NOTICE","sizeBytes":490},{"lfs":false,"path":"Q-U-164M_logo.svg","sizeBytes":3558},{"lfs":false,"path":"README.md","sizeBytes":6397},{"lfs":false,"path":"circuits.py","sizeBytes":6816},{"lfs":false,"path":"config.json","sizeBytes":1154},{"lfs":false,"path":"configuration_qagent.py","sizeBytes":2692},{"lfs":false,"path":"generation_config.json","sizeBytes":102},{"lfs":true,"path":"model.qpack","sizeBytes":100047053},{"lfs":true,"path":"model.safetensors","sizeBytes":692358968},{"lfs":false,"path":"modeling_qagent.py","sizeBytes":10254},{"lfs":false,"path":"qpack.py","sizeBytes":6667},{"lfs":false,"path":"tokenizer.json","sizeBytes":1152580},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":473}],"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":793609525,"sizeKnown":true,"sizeLabel":"756.8 MB","sizeReason":"","declaredSizeBytes":793609525,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":0,"stars":1,"citations":0,"updatedAt":"2026-09-29T13:00:36.013Z","createdAt":"2026-09-29T12:59:19.109Z","version":"hf-main","upstream":{"gated":false,"repoId":"q-project/Q-U-164M","private":false,"repoUrl":"https://huggingface.co/q-project/Q-U-164M","disabled":false,"provider":"huggingface","repoType":"model","revision":"1939f285df18baa994697a0cfc05006918939deb","fetchedAt":"2026-09-29T12:59:19.103Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-29T13:00:36.013Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":10,"mirroredBytes":793581529,"mirroredFiles":10,"storageProvider":"gcs","hosted":null,"downloadable":null,"verified":false,"completeRunnable":null,"runReady":null,"refreshedAt":null,"stale":false,"downloadReady":null,"readiness":"unknown","obtainReady":null,"downloadStatus":"UNKNOWN","reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","note":"The file list is incomplete; model weight availability is unknown."},"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_bef9fc09df2f9a225c09d43075bbe6b18c537245dfb26d5b94625d85912b544a","artifactId":"hf-model-q-project-q-u-164m","representationId":"rep-ca97043c99958de67ecd96ccd85755c1ce0b8c4de3fecdcc748fe6dd04793d8c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-ca97043c99958de67ecd96ccd85755c1ce0b8c4de3fecdcc748fe6dd04793d8c","artifactId":"hf-model-q-project-q-u-164m","format":"safetensors","source":{"provider":"huggingface","identity":"q-project/Q-U-164M","revision":"1939f285df18baa994697a0cfc05006918939deb","immutable":true},"files":[{"path":"LICENSE","role":"support","sizeBytes":10754,"sha256":"sha256:1cd833a8902df4531455b9ee1e3d9e4339d538472c9895f54adf8f2cbea5b99d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c4988ef941b8e232272ab7fe3477754c76233211b9617261d0978f33c640f58"},{"path":"NOTICE","role":"support","sizeBytes":490,"sha256":"sha256:728cc99933151c191865d94b59e6f792771bd2d51b07660270a2a7272eac97f2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3a5bded62efc4f14837a86b40ab81d556456e7d16421346fac36817a11f17bec"},{"path":"config.json","role":"config","sizeBytes":1154,"sha256":"sha256:3acb76d7ef88f49baeba3cee415edfb9371fa1fd64a99b38ea3210d110209c05","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab469c15cf80bbdf62c2f534f450ddcbbf88f75e451079b3c190ad0260310195"},{"path":"generation_config.json","role":"config","sizeBytes":102,"sha256":"sha256:bd0f453dace537a11a852a6847c345f9d8fe47e5eaad8f7049ee82a01539956b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5c95b022b93d18617416d198b8bc4d7039f69aa4f2dac267ebdb0848ef927790"},{"path":"model.safetensors","role":"weight","sizeBytes":692358968,"sha256":"sha256:b2528c4896d75765356c7223217afdfc36bfa010e29142ffb08619d377ce6081","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bc9cc375cdc334abb59c31086b11943b832aa8b92b016193b69f97275d5321a3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1152580,"sha256":"sha256:f08d70ab472f0bea686266f218c80d2374ecfbbc59291ac79ee308c53f2f4eea","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8034d04a9a40e5d66d2f234d643900ae40e2a1cc28a7ab67fdfff5883b6c85d8"},{"path":"tokenizer_config.json","role":"config","sizeBytes":473,"sha256":"sha256:1316cfc9c67dff9887fd1ae84bdb03f33df64427433fff6f22761a5c40720d3b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:653e57d5ba5557887df5af58ad1feb8778de6425c17a5e2066259161c2b24c81"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:5e4f6b0371070aeec4e7169ef66320ca84191aedb6db463538b80ecc35f8a3f8","representationDigest":"sha256:6bb9a7d1ef32e489eab600238be8afd185c957c86f0c3855cf3593da01d00fef","evidenceSnapshotDigest":"sha256:6defc007d06b6123552f12a1699d0f37e5682d2160c28a1f1134876af6b1d785","evaluatedAt":"2026-09-29T13:00:36.386Z","authorityVersion":"sha256:ce2f34424c6baba18f5da778b194eca5f0f22083d6876b6e5915e793d7c8eaef","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":15,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T01:16:40.669Z","evidence_url":"/api/manifests/hf-model-q-project-q-u-164m"}},"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":"unknown","hosted":null,"fileCount":15,"publicDownloadableFileCount":10,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":793609525,"label":"756.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":0,"upstreamStars":1,"label":"no demand yet","basis":"none"},"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":"q-project/Q-U-164M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/15 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: q-project/Q-U-164M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":5,"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-q-project-q-u-164m/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"q-project/Q-U-164M"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-15T01:16:40.669Z","evidence_url":"/api/manifests/hf-model-q-project-q-u-164m"},"lastKnownAnswer":"Ready to download","obtainReady":null,"runReady":null,"reasonCodes":["inventory-incomplete"],"reason":"The file list is incomplete; model weight availability is unknown.","recommendedFile":null},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-q-project-q-u-164m/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-q-project-q-u-164m","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/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":"q-project/Q-U-164M"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"10/15 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: q-project/Q-U-164M","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 10/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":10,"externalFiles":5,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-q-project-q-u-164m/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-q-project-q-u-164m","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/distribution"},"supportedClaims":["q-project/Q-U-164M has 0 self-reported, unqualified Hugging Bay community reviews.","q-project/Q-U-164M has 0 self-reported run claims; none qualify verification during limited availability.","q-project/Q-U-164M 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-q-project-q-u-164m/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-q-project-q-u-164m"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-q-project-q-u-164m/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."}}