{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T07:44:09.040Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-basically-ai-pebble-10m-chat","repo":"basically-ai/Pebble-10M-Chat","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":44402297,"readinessCheckedAt":"2026-10-28T06:41:33.070Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":44402297,"readinessCheckedAt":"2026-10-28T06:41:33.070Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-basically-ai-pebble-10m-chat","owner":"basically-ai","name":"Pebble-10M-Chat","repo":"basically-ai/Pebble-10M-Chat","type":"llm","summary":"Model from Hugging Face for text generation: basically-ai/Pebble-10M-Chat · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"chat"},{"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":44873632,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"basically-ai","sourceUrl":"https://huggingface.co/basically-ai/Pebble-10M-Chat","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","safetensors","pebble_10m","pebble","language-model","small-language-model","pytorch","custom-code","mamba2","hybrid","chat","sft","text-generation","custom_code","en","base_model:basically-ai/pebble-10m","base_model:finetune:basically-ai/pebble-10m","license:apache-2.0","endpoints_compatible","region:us"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","png","json","py","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/basically-ai/Pebble-10M-Chat","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model en safetensors chat","semanticTerms":["text-generation","transformers","llm","model","en","safetensors","chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1566},{"lfs":false,"path":"README.md","sizeBytes":4896},{"lfs":true,"path":"banner.png","sizeBytes":458278},{"lfs":false,"path":"config.json","sizeBytes":727},{"lfs":false,"path":"configuration_pebble.py","sizeBytes":1369},{"lfs":false,"path":"generation_config.json","sizeBytes":69},{"lfs":true,"path":"model.safetensors","sizeBytes":44278976},{"lfs":false,"path":"modeling_pebble.py","sizeBytes":5226},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":283},{"lfs":false,"path":"tokenizer.json","sizeBytes":121657},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":585}],"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":44873632,"sizeKnown":true,"sizeLabel":"42.8 MB","sizeReason":"","declaredSizeBytes":44873632,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":1521,"stars":13,"citations":0,"updatedAt":"2026-09-22T15:42:01.886Z","createdAt":"2026-09-22T15:41:37.278Z","version":"hf-main","upstream":{"gated":false,"repoId":"basically-ai/Pebble-10M-Chat","private":false,"repoUrl":"https://huggingface.co/basically-ai/Pebble-10M-Chat","disabled":false,"provider":"huggingface","repoType":"model","revision":"112b13b067bfeb37cd8d3cb0d108135aa8071bc2","fetchedAt":"2026-09-22T15:41:37.275Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T15:42:01.886Z","mirroredBy":"mirror-batch-worker","totalFiles":11,"hostedFiles":6,"mirroredBytes":44402297,"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_c5e37785e53d9a9b32d6096b0843a76dd469be4c2387e823213ac512b0aafcd6","artifactId":"hf-model-basically-ai-pebble-10m-chat","representationId":"rep-f0ea96ff2c5ab0459e74ebac0a8d78ded7c0d64424ba505d3194fcb6069568a9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-f0ea96ff2c5ab0459e74ebac0a8d78ded7c0d64424ba505d3194fcb6069568a9","artifactId":"hf-model-basically-ai-pebble-10m-chat","format":"safetensors","source":{"provider":"huggingface","identity":"basically-ai/Pebble-10M-Chat","revision":"112b13b067bfeb37cd8d3cb0d108135aa8071bc2","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":727,"sha256":"sha256:2294cd03e23ab66b9b3ff735301a76f906fd2042a81167226fbf53b5389b3260","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2a3af058aa7281b8d1040986606aa1902d5a288f714a9a7f76657300fa06b02f"},{"path":"generation_config.json","role":"config","sizeBytes":69,"sha256":"sha256:49b7b376c9a77281e37b1544e00f6b83ffe1d46bd47ff1c5ee04a7d642ecbe2b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ae307b608414f78b288e18bf27d7101ff15138fa6d641e0cb55b11d9521440a4"},{"path":"model.safetensors","role":"weight","sizeBytes":44278976,"sha256":"sha256:457d3a32ae269f8cb7be5fc155b6425ad8a8fa82c708bb8c3787cf5861f80b9d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:34f784ad43e0e8c32cc04e95aae410be180452fc19c0b67c64c185d89c236123"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":283,"sha256":"sha256:20271239f5a5b54c741e9db3bedabea039a270720ec783ff33bfdeb766b2a116","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a313a29a930a9698bfcb84694a4875a857bab4f62a00fc6cdc30f503c0c9eef3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":121657,"sha256":"sha256:7f2324a941e383dbc766e852b9be4a3c178a5e1184935401d55bac2b916672f9","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c355a0ce39ebb15e7c466ac24b78580df064d90ee608744ed68d3939151dcd87"},{"path":"tokenizer_config.json","role":"config","sizeBytes":585,"sha256":"sha256:64a7c10ad2a79025c27eebc99ea4de5de0b3a7e44f268cd8adce06ca6938ef14","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:29b34a507e00dc8e809527a0d9c0f689eca532e64e570f15c6fb85c89e5f8804"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:0dd8dfc91d2d538fb1729d09c5b52fe3fb43f0425d4e25836683ac7671dd5a04","representationDigest":"sha256:6ac0eeff8f3f66e59d8e2fa047b3df50eff5941837fdecb8f205fb7f3c9094ac","evidenceSnapshotDigest":"sha256:36784516b30eecf3faf08318c49af93362b9c384af55e6e729283d4b43a509ca","evaluatedAt":"2026-09-22T15:42:02.339Z","authorityVersion":"sha256:8a0d6fe617e01e26284f4a3b2a6e96bcedbc655411665a81e20617cabc44f09b","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":11,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:33.070Z","evidence_url":"/api/manifests/hf-model-basically-ai-pebble-10m-chat"}},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":11,"publicDownloadableFileCount":6,"externalFileCount":11,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":44873632,"label":"42.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1521,"upstreamStars":13,"label":"1.5K 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":"basically-ai/Pebble-10M-Chat"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/11 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: basically-ai/Pebble-10M-Chat","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":5,"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-basically-ai-pebble-10m-chat/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"basically-ai/Pebble-10M-Chat"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T06:41:33.070Z","evidence_url":"/api/manifests/hf-model-basically-ai-pebble-10m-chat"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-basically-ai-pebble-10m-chat/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-basically-ai-pebble-10m-chat","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/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":"basically-ai/Pebble-10M-Chat"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/11 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: basically-ai/Pebble-10M-Chat","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/11 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":5,"totalFiles":11},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-basically-ai-pebble-10m-chat/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-basically-ai-pebble-10m-chat","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/distribution"},"supportedClaims":["basically-ai/Pebble-10M-Chat has 0 self-reported, unqualified Hugging Bay community reviews.","basically-ai/Pebble-10M-Chat has 0 self-reported run claims; none qualify verification during limited availability.","basically-ai/Pebble-10M-Chat 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-basically-ai-pebble-10m-chat/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-basically-ai-pebble-10m-chat"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-basically-ai-pebble-10m-chat/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."}}