{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T07:08:54.632Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","repo":"typhoon-ai/typhoon2-qwen2.5-7b-instruct","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":15247193800,"readinessCheckedAt":"2026-10-29T06:00:47.935Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":14,"mirroredBytes":15247193800,"readinessCheckedAt":"2026-10-29T06:00:47.935Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","owner":"typhoon-ai","name":"typhoon2-qwen2.5-7b-instruct","repo":"typhoon-ai/typhoon2-qwen2.5-7b-instruct","type":"llm","summary":"Model from Hugging Face for text generation: typhoon-ai/typhoon2-qwen2.5-7b-instruct · unknown","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":15247195370,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"typhoon-ai","sourceUrl":"https://huggingface.co/typhoon-ai/typhoon2-qwen2.5-7b-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","safetensors","qwen2","text-generation","conversational","arxiv:2412.13702","arxiv:2309.00071","license:apache-2.0","region:us","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","json","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2412.13702","2309.00071"],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/typhoon-ai/typhoon2-qwen2.5-7b-instruct","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["license","pipeline_tag"],"semanticText":"text-generation unknown llm model safetensors","semanticTerms":["text-generation","unknown","llm","model","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"README.md","sizeBytes":13862},{"lfs":false,"path":"added_tokens.json","sizeBytes":629},{"lfs":false,"path":"config.json","sizeBytes":626},{"lfs":false,"path":"generation_config.json","sizeBytes":243},{"lfs":false,"path":"merges.txt","sizeBytes":1671853},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4877660776},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4932751008},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4330865200},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1089994880},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":27752},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":613},{"lfs":true,"path":"tokenizer.json","sizeBytes":11422083},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":7442},{"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":15247195370,"sizeKnown":true,"sizeLabel":"14.2 GB","sizeReason":"","declaredSizeBytes":15247195370,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":771,"stars":5,"citations":0,"updatedAt":"2026-08-29T21:48:37.352Z","createdAt":"2026-06-30T02:17:09.565Z","version":"hf-main","upstream":{"gated":false,"repoId":"typhoon-ai/typhoon2-qwen2.5-7b-instruct","private":false,"repoUrl":"https://huggingface.co/typhoon-ai/typhoon2-qwen2.5-7b-instruct","disabled":false,"provider":"huggingface","repoType":"model","revision":"7b6bf7add93d6e672cdb2249193b377db9e0dc92","fetchedAt":"2026-08-29T18:27:25.532Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-08-29T21:48:37.352Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":14,"mirroredBytes":15247193800,"mirroredFiles":14,"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_4784546964dc76e4dbe268c8b52311b971ff66f3f4c001b83c04280b64291e1a","artifactId":"hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","representationId":"rep-782981ec498c2627304e8ea32d7729be8aaa8e78ca4d346c0247eadead6fa782","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-782981ec498c2627304e8ea32d7729be8aaa8e78ca4d346c0247eadead6fa782","artifactId":"hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","format":"safetensors","source":{"provider":"huggingface","identity":"typhoon-ai/typhoon2-qwen2.5-7b-instruct","revision":"7b6bf7add93d6e672cdb2249193b377db9e0dc92","immutable":true},"files":[{"path":"README.md","role":"support","sizeBytes":13862,"sha256":"sha256:e610787759c5dbde935f7964d2257899dffe11ee60a1d0a508b9043d72a968df","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:62a04245b607c32d9762376067aadf634f186928b3204cb987385c583664e0a6"},{"path":"added_tokens.json","role":"support","sizeBytes":629,"sha256":"sha256:800f0afce8d877293916a6faf81b8bfeb1fd4dec3a7954fb8eae61b898e35c0e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:df37bf1e95527af1b9ac57079b87cb300925a98c38c7a75ff8dfbae700e11180"},{"path":"config.json","role":"config","sizeBytes":626,"sha256":"sha256:e417bb9453c8269d40a25d1325ac52041469b71b740f8ca470925665e811f258","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da809fbcb0bd48eb8f7b585b99f5e56356880a76bb3b3e09b7d1478012449ac0"},{"path":"generation_config.json","role":"config","sizeBytes":243,"sha256":"sha256:43012d37897c41d2f637ee15579f8e43532950434a3adc9655cd4c06b1e47280","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:718a213d1ddf3639d52788a364955885508c7a93e2a98dbd8dec31d7ab0809b7"},{"path":"merges.txt","role":"tokenizer","sizeBytes":1671853,"sha256":"sha256:8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1f9e77fe3d326b259d12fe251647aa2aee50c8aeaa575b21eda0db114806d626"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4877660776,"sha256":"sha256:7ff6d62c923bb6048595e76e26553140f03ced04028fd76c69879adea32c7a30","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b2fa418c0a826e6b01f1022bfd61960c2f07a0942238f8f2c926fa1e166b5350"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4932751008,"sha256":"sha256:95ed162c0b929c427f1c2e651f23a77859750f3afec66be18b42adf5337c4c9d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8f3a2841f1fb34526acc02877132a7e46bec9ed44a5f2e514fd1b4320e2e57d"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4330865200,"sha256":"sha256:5241f6f0e7808fb07c2630d063e51633eba704fa99033d6169dbc584b6fdd5f0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dc7d221ea38c70f804aa783cc1cfb5877734f2d6b415911275293c51239743ea"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1089994880,"sha256":"sha256:762ceddf75f8e80c63a76a6ca3f19423f12b481c75c3d26c6233c6b96b133221","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:45f98ea8661620266e4cdff000423da8bac24dda5cef0637e5ba983630ffdb25"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":27752,"sha256":"sha256:998a078123ffc97763690de7f2a677eb89168af5eaf8a5e12e6bc24d18e25bdb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5620114e4ebcd2a04360426cb9b4752b13682051bde4361f3b33364e43b03a3f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":613,"sha256":"sha256:ee90ce711f9d7db3ba59a18b7490c581eeeddbbe318383e72b1280c6d0f2ba21","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c2e43e86d6b09a4aa9cfeb3f858ce9b6fc3f65a3cfaa98a4d373a03825e234f"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":11422083,"sha256":"sha256:067f7da48bcc57e837f764de455fd085e6bf8f9306ba9bd143b7bf8691e0ca67","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:74c54a38b840e31ad8ddbf418d573bd2cd3b83b3a932c08476b4465830d88b03"},{"path":"tokenizer_config.json","role":"config","sizeBytes":7442,"sha256":"sha256:25e6597abb1639c12e86ed3b36d67e92f91661a8ac14f06283ff6bee909d26ea","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5b344fdebd1735b0d45e70bda291bc08fe36e831657cf9d9a9254627fda0cb47"},{"path":"vocab.json","role":"tokenizer","sizeBytes":2776833,"sha256":"sha256:ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1382f21a07ad15d98447941124636a76622371e073694f2faf7053451d105205"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c13bea8c535acdc7f12b69307520d3d59ccccfe10a5236a99b195db7032a9d9c","representationDigest":"sha256:7107130ca68d69576d8283f6276e78d5c50af6f42c6232b3b4938cf9470032ea","evidenceSnapshotDigest":"sha256:61c1c389915e20978bcd0f2e582576647ffda8b18a29ef75ddb064efa178cc57","evaluatedAt":"2026-08-29T21:48:37.688Z","authorityVersion":"sha256:751231ad768b8b43de55a95afabed1da9073e0726c4c9839f7b1885d20664eac","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":14,"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":"2026-10-29T06:00:47.935Z","evidence_url":"/api/manifests/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct"}},"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":15,"publicDownloadableFileCount":14,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":15247195370,"label":"14.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":771,"upstreamStars":5,"label":"771 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":"typhoon-ai/typhoon2-qwen2.5-7b-instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/15 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: typhoon-ai/typhoon2-qwen2.5-7b-instruct","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":1,"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-typhoon-ai-typhoon2-qwen2-5-7b-instruct/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"typhoon-ai/typhoon2-qwen2.5-7b-instruct"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T06:00:47.935Z","evidence_url":"/api/manifests/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/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":"typhoon-ai/typhoon2-qwen2.5-7b-instruct"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"14/15 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: typhoon-ai/typhoon2-qwen2.5-7b-instruct","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 14/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":14,"externalFiles":1,"totalFiles":15},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/distribution"},"supportedClaims":["typhoon-ai/typhoon2-qwen2.5-7b-instruct has 0 self-reported, unqualified Hugging Bay community reviews.","typhoon-ai/typhoon2-qwen2.5-7b-instruct has 0 self-reported run claims; none qualify verification during limited availability.","typhoon-ai/typhoon2-qwen2.5-7b-instruct 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-typhoon-ai-typhoon2-qwen2-5-7b-instruct/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-typhoon-ai-typhoon2-qwen2-5-7b-instruct/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."}}