{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T01:23:30.381Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","repo":"nectec/pathumma-thaillm-8b-think-3.0.0","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":16392987788,"readinessCheckedAt":"2026-10-29T01:06:34.694Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":16392987788,"readinessCheckedAt":"2026-10-29T01:06:34.694Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","owner":"nectec","name":"pathumma-thaillm-8b-think-3.0.0","repo":"nectec/pathumma-thaillm-8b-think-3.0.0","type":"llm","summary":"Model from Hugging Face for llm: nectec/pathumma-thaillm-8b-think-3.0.0 · unknown","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog does not give enough information to describe what this model is for.","confidence":"none","task":null,"audience":null,"basis":"insufficient-information","rules":[],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":16398493047,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"nectec","sourceUrl":"https://huggingface.co/nectec/pathumma-thaillm-8b-think-3.0.0","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","qwen3","license:apache-2.0","region:us","unknown","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","json","jinja","png","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/nectec/pathumma-thaillm-8b-think-3.0.0","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["license"],"semanticText":"unknown llm model safetensors","semanticTerms":["unknown","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1692},{"lfs":false,"path":"README.md","sizeBytes":5977},{"lfs":false,"path":"added_tokens.json","sizeBytes":707},{"lfs":false,"path":"chat_template.jinja","sizeBytes":4168},{"lfs":false,"path":"config.json","sizeBytes":1545},{"lfs":true,"path":"dataset_contributors.png","sizeBytes":298125},{"lfs":false,"path":"generation_config.json","sizeBytes":214},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4902257696},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4915960368},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4983068496},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1580230264},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":32914},{"lfs":true,"path":"pathumma-thaillm-300.png","sizeBytes":750779},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422654},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":8149},{"lfs":false,"path":"vocab.json","sizeBytes":2776833}],"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":16398493047,"sizeKnown":true,"sizeLabel":"15.3 GB","sizeReason":"","declaredSizeBytes":16398493047,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":306,"stars":3,"citations":0,"updatedAt":"2026-09-23T07:44:53.236Z","createdAt":"2026-06-30T02:25:45.236Z","version":"hf-main","upstream":{"gated":false,"repoId":"nectec/pathumma-thaillm-8b-think-3.0.0","private":false,"repoUrl":"https://huggingface.co/nectec/pathumma-thaillm-8b-think-3.0.0","disabled":false,"provider":"huggingface","repoType":"model","revision":"b37ab1d791adc0ba20fb7b0f206b02de6d732479","fetchedAt":"2026-09-23T07:22:10.718Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T07:44:53.236Z","mirroredBy":"mirror-batch-worker","totalFiles":18,"hostedFiles":12,"mirroredBytes":16392987788,"mirroredFiles":12,"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_10ba54ad43a71c6aa5abfcde82292508dc5158c4ff063a0dbd39ea76dcbb728b","artifactId":"hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","representationId":"rep-85724fb58735e72788dad9c6e65c4f2db9abb1842ad3a87d55168c7f2b12ec64","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-85724fb58735e72788dad9c6e65c4f2db9abb1842ad3a87d55168c7f2b12ec64","artifactId":"hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","format":"safetensors","source":{"provider":"huggingface","identity":"nectec/pathumma-thaillm-8b-think-3.0.0","revision":"b37ab1d791adc0ba20fb7b0f206b02de6d732479","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":707,"sha256":"sha256:c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a0b11d1b725d8e24669db00803b5de7afdf0e25d8dc8dada67b5f3049ca20231"},{"path":"chat_template.jinja","role":"template","sizeBytes":4168,"sha256":"sha256:a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e86da6481ab50ff707b6ed92f440c3da5d00d5c91d6b646043d8838048780c26"},{"path":"config.json","role":"config","sizeBytes":1545,"sha256":"sha256:56336d51ee7eb9d43a60e2f98f24861ada4c23651ade6f57e1b17a32a4b27ea0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:009c09fd04281298e4f5d7f4cb29f97d8a113df52a0f44001b64848b2e64bf0f"},{"path":"generation_config.json","role":"config","sizeBytes":214,"sha256":"sha256:822104c6c325c580624bf4410dc001323325e01aaaa757af3870a5efe31c4ffa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8995d0d8202a8454b158f4dced487693ba0acdb562b080d927cafe012186fc57"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4902257696,"sha256":"sha256:19ff076030c80ae3a717352cff4ffba8fd606dca582b7db2a56026b5e2bf8f6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f25fb845d89a8baa607727e56e39afbafca9630e5e8b72f9c42965257eb60728"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4915960368,"sha256":"sha256:aec80a0b692d45cf0622fe7509b14801f1b917fb18b7e14e4b02fd5eae8c2b5d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:42391bf2afe6c33d4a936ba99eede6e164073b92d7000526f40ed7b99da6b952"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4983068496,"sha256":"sha256:bb9e638d2e4706910c9977569564e53865f94dfe6b8fa9c9e2c2e24008f9b63a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:84c3b5bd2e3c8d000b9bdb65752c43385e9491d0b29a26d36287ba4bb0bfde98"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1580230264,"sha256":"sha256:02e3d0afafed4ed5c441bced319205a1de9abc4c6ba6f584beffa75ed6cfa48a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bfb3159769fd4c5e52ad5f722a80e7e9ec03b0444ce7910a9832b949a0b99813"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":32914,"sha256":"sha256:e7e4bdc58d3302c97357f27979b270987dd620cf0cd9b1c130e3a51c9d64df95","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dbab779db43a8f895924b394285dc6715e9471763c968896d93f73d63ab01e0c"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b1ebaf5e788f661d2323dbfb756b683431e8db47ceff1d278d525c875b8b103"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422654,"sha256":"sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6bfa54131e38d03a9d04c44be09ac7610fca0811350cf2b768629fe968530f16"},{"path":"tokenizer_config.json","role":"config","sizeBytes":8149,"sha256":"sha256:85f140f330d10d9164ef3f2eca80d7000bc827885d31fd409585df47419b536c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0ba2684a70c49b399d4b75f66602a6eeb15671789f3d030cd09efe1357bb676b"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:709f03eefbbecadcc27257ac0c72b65acf76164cde6e4a26f99bdaba772999d3","representationDigest":"sha256:9c5b899f9a1effd05c2bee45bc5ddbef9faff27db0e15b3d2e93443a63b0d389","evidenceSnapshotDigest":"sha256:b9baa180963ae94b11e969c45bf6df882fc06c79febfd8b65a75b6d8efbd29cf","evaluatedAt":"2026-09-23T07:44:53.996Z","authorityVersion":"sha256:b77b7c956b6a2182186921dd516d2982401197c0ed0c6f1ad28e0c1e7700e120","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":12,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":18,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:06:34.694Z","evidence_url":"/api/manifests/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0"}},"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":18,"publicDownloadableFileCount":12,"externalFileCount":18,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16398493047,"label":"15.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":306,"upstreamStars":3,"label":"306 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":"nectec/pathumma-thaillm-8b-think-3.0.0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/18 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: nectec/pathumma-thaillm-8b-think-3.0.0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":6,"totalFiles":18},"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-nectec-pathumma-thaillm-8b-think-3-0-0/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"nectec/pathumma-thaillm-8b-think-3.0.0"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:06:34.694Z","evidence_url":"/api/manifests/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/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":"nectec/pathumma-thaillm-8b-think-3.0.0"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/18 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: nectec/pathumma-thaillm-8b-think-3.0.0","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/18 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":6,"totalFiles":18},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/distribution"},"supportedClaims":["nectec/pathumma-thaillm-8b-think-3.0.0 has 0 self-reported, unqualified Hugging Bay community reviews.","nectec/pathumma-thaillm-8b-think-3.0.0 has 0 self-reported run claims; none qualify verification during limited availability.","nectec/pathumma-thaillm-8b-think-3.0.0 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-nectec-pathumma-thaillm-8b-think-3-0-0/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-nectec-pathumma-thaillm-8b-think-3-0-0/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."}}