{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-28T23:29:04.934Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-inclusionai-argenseg-8b","repo":"inclusionAI/ARGenSeg-8B","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16444629286,"readinessCheckedAt":"2026-10-28T23:24:14.663Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":11,"mirroredBytes":16444629286,"readinessCheckedAt":"2026-10-28T23:24:14.663Z","readinessSource":"projection","degraded":true,"stale":true},"licenseState":"unknown","licenseUnresolved":true,"licenseLabel":"License: unknown","licenseCategory":"no-license","id":"hf-model-inclusionai-argenseg-8b","owner":"inclusionAI","name":"ARGenSeg-8B","repo":"inclusionAI/ARGenSeg-8B","type":"llm","summary":"Model from Hugging Face for llm: inclusionAI/ARGenSeg-8B · unknown","cardDescription":"An AI model with files and technical details to explore.","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":[],"caveats":["license-not-recorded","repository-bytes-are-not-memory-needs","insufficient-task-evidence"],"facts":{"license":{"id":null,"status":"unknown"},"lineage":[],"parameters":null,"size":{"bytes":16446376503,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"inclusionAI","sourceUrl":"","license":"unknown","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","unknown","safetensors","internvl_chat","custom_code","arxiv:2510.20803","region:us","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","json","jpg","safetensors","py","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"unknown","metrics":[],"datasets":[],"paperIds":["2510.20803"],"repoType":"model","baseModel":"","languages":[],"evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":[],"semanticText":"unknown llm model safetensors internvl_chat","semanticTerms":["unknown","llm","model","safetensors","internvl_chat"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1573},{"lfs":false,"path":"README.md","sizeBytes":3332},{"lfs":false,"path":"added_tokens.json","sizeBytes":139533},{"lfs":false,"path":"all_results.json","sizeBytes":241},{"lfs":true,"path":"assets/teaser.jpg","sizeBytes":1733280},{"lfs":false,"path":"config.json","sizeBytes":5811},{"lfs":false,"path":"generation_config.json","sizeBytes":115},{"lfs":true,"path":"model-00001-of-00004.safetensors","sizeBytes":4979102184},{"lfs":true,"path":"model-00002-of-00004.safetensors","sizeBytes":4915914584},{"lfs":true,"path":"model-00003-of-00004.safetensors","sizeBytes":4915914592},{"lfs":true,"path":"model-00004-of-00004.safetensors","sizeBytes":1630984262},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":81240},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":119698},{"lfs":false,"path":"tokenization_internlm2.py","sizeBytes":8791},{"lfs":true,"path":"tokenizer.model","sizeBytes":1477754},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":889513}],"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":16446376503,"sizeKnown":true,"sizeLabel":"15.3 GB","sizeReason":"","declaredSizeBytes":16446376503,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":33,"stars":6,"citations":0,"updatedAt":"2026-09-19T15:03:27.155Z","createdAt":"2026-09-19T13:59:57.075Z","version":"hf-main","upstream":{"gated":false,"repoId":"inclusionAI/ARGenSeg-8B","private":false,"disabled":false,"provider":"huggingface","repoType":"model","revision":"3436cdc7ad6745e0f6cd0904dd74d3ec814a516d","fetchedAt":"2026-09-19T13:59:57.071Z","importMode":"external-catalog","licenseRaw":"License: unknown","licenseDeclared":null,"mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T15:03:27.155Z","mirroredBy":"mirror-batch-worker","totalFiles":16,"hostedFiles":11,"mirroredBytes":16444629286,"mirroredFiles":11,"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_1d5aecc30c12e9776cee9db1f6184df8b2779977734fc0d8324bf56f338d5084","artifactId":"hf-model-inclusionai-argenseg-8b","representationId":"rep-4ce8b02bbefed94d778cb5c74d1490e0bf66e2a0e3c0cf48e5cac5b88289a7f9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-4ce8b02bbefed94d778cb5c74d1490e0bf66e2a0e3c0cf48e5cac5b88289a7f9","artifactId":"hf-model-inclusionai-argenseg-8b","format":"safetensors","source":{"provider":"huggingface","identity":"inclusionAI/ARGenSeg-8B","revision":"3436cdc7ad6745e0f6cd0904dd74d3ec814a516d","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":139533,"sha256":"sha256:e655965e16ef2b942048364687f50313288f51467c411964a36115bf0ea07578","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dfadfcc4c7d9c67808ef3b6d0c737ca3d9531520518ff804fc2477c19921b3f4"},{"path":"config.json","role":"config","sizeBytes":5811,"sha256":"sha256:154f9a9dd51a5e696c68f99d49ca8d3aec70f5f2d7bc7f9b0c67d29d479fd4e6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:09485f6f422b02d0c31855cd337b598911d9351c7c7d2f0443d56d39768f82be"},{"path":"generation_config.json","role":"config","sizeBytes":115,"sha256":"sha256:45069d5afe9000f263feabec25adbfe0fdec0664d3526b887b8aa64fc8db74dc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:46dfda6046c78fb744a1cc5b4e24a254fe72e601fc65659ce127083dbff49ee1"},{"path":"model-00001-of-00004.safetensors","role":"weight","sizeBytes":4979102184,"sha256":"sha256:5bc6b1c75fd83a574f89258866de5c487544c4668df2bad45709aa634bb597c6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0fce0eda9834155503f82e7890766295c791bb7a14114d2b8beeefca5a13ca75"},{"path":"model-00002-of-00004.safetensors","role":"weight","sizeBytes":4915914584,"sha256":"sha256:9283dcee40c307649243523856cf63603b5621ace553b59a938d648d6bd1d680","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0645339d9732528e3f11234f38b32bce6ef95ff063847c8f6dbe3fa1663716ae"},{"path":"model-00003-of-00004.safetensors","role":"weight","sizeBytes":4915914592,"sha256":"sha256:f4cb2c13d5e4cce351f37b038ea9535eb67bbd1b9f74e7a34a3c798922b055bc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ed40afaa9a8b62eccf48da97db1f46ff7cb1e883bf85ee3eaada29e1a0c73b27"},{"path":"model-00004-of-00004.safetensors","role":"weight","sizeBytes":1630984262,"sha256":"sha256:4060ec2a2f45a3904d4d2c8c5191a93c0a687457cb27d249be3e0f40170fb040","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:45fdb1d8ad9a492b13c06062cecf653254f989c3acd375515ef32556c153eca2"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":81240,"sha256":"sha256:933f6a43f9a6aa7542f14ff25c673358ab4e8d18332127e39c8fd86b7ade4522","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f665a1290eff9ff350f79b2871925df1fbcd369b54624e708d218f0573ce36ce"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":119698,"sha256":"sha256:4aaa92c4b74d249d319f875fa0d77bfaeb29abbca15bc257c7f4b927a523f0af","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5363d42d9b6f60aed1cd3910ac90b4add2cb537352f47b2be3e003ad83420cfc"},{"path":"tokenizer.model","role":"tokenizer","sizeBytes":1477754,"sha256":"sha256:f868398fc4e05ee1e8aeba95ddf18ddcc45b8bce55d5093bead5bbf80429b48b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c61cd2cd35b7030844d8b6b0e592e2f565664db6c5a7b3c9ee7b350c4ee63ffb"},{"path":"tokenizer_config.json","role":"config","sizeBytes":889513,"sha256":"sha256:2aa6ac98956f50aa65ba928f9504abc13ac546764c660568d46ba95d1b30fc7c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e2b3bd14eaaa6f85b24ed98959b51e458cc7b8ffa0fcecdcb291d4f1388d9a32"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:cd07aad4eaa70d2ef9ec9d97aa2c3c969ba67817d2c45e5e83d511f66afc8f8e","representationDigest":"sha256:50aea4ec52bcd745bc924f6c8e4af1dbbfa356ab8d7cbfe62815e69b10dc6b76","evidenceSnapshotDigest":"sha256:808c61a14acf74b6b216209ffd616788cf893d16a256682e3105c9b5c1bb9c22","evaluatedAt":"2026-09-19T15:03:28.845Z","authorityVersion":"sha256:1f3b28f6f7ed3a016941de0d11ec6e1862566040efb3118b566597b5ac12c3a2","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":16,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:24:14.663Z","evidence_url":"/api/manifests/hf-model-inclusionai-argenseg-8b"}},"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":16,"publicDownloadableFileCount":11,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":16446376503,"label":"15.3 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":33,"upstreamStars":6,"label":"33 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"inclusionAI/ARGenSeg-8B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/16 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: inclusionAI/ARGenSeg-8B","Hosted files: 11/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":5,"totalFiles":16},"action":{"id":"review","label":"Inspect missing evidence","detail":"Source, license, or recorded representation evidence is incomplete.","href":"/artifact/hf-model-inclusionai-argenseg-8b/overview"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"inclusionAI/ARGenSeg-8B"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-28T23:24:14.663Z","evidence_url":"/api/manifests/hf-model-inclusionai-argenseg-8b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-inclusionai-argenseg-8b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-argenseg-8b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/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":"unknown","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"fail","detail":"License: unknown"},{"id":"provenance","label":"Provenance","status":"fail","detail":"inclusionAI/ARGenSeg-8B"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"11/16 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":["Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: unknown","Provenance: inclusionAI/ARGenSeg-8B","Hosted files: 11/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":11,"externalFiles":5,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-inclusionai-argenseg-8b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-argenseg-8b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/distribution"},"supportedClaims":["inclusionAI/ARGenSeg-8B has 0 self-reported, unqualified Hugging Bay community reviews.","inclusionAI/ARGenSeg-8B has 0 self-reported run claims; none qualify verification during limited availability.","inclusionAI/ARGenSeg-8B 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-inclusionai-argenseg-8b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-inclusionai-argenseg-8b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-argenseg-8b/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."}}