{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T00:29:46.716Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ibm-granite-granite-vision-3-3-2b-embedding","repo":"ibm-granite/granite-vision-3.3-2b-embedding","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":11906327799,"readinessCheckedAt":"2026-10-30T23:15:54.167Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":12,"mirroredBytes":11906327799,"readinessCheckedAt":"2026-10-30T23:15:54.167Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-ibm-granite-granite-vision-3-3-2b-embedding","owner":"ibm-granite","name":"granite-vision-3.3-2b-embedding","repo":"ibm-granite/granite-vision-3.3-2b-embedding","type":"vision","summary":"Model from Hugging Face for feature extraction: ibm-granite/granite-vision-3.3-2b-embedding · transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for finding useful details in data.","confidence":"medium","task":"feature-extraction","audience":null,"basis":"recorded-metadata","rules":["task:feature-extraction"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"feature-extraction"},{"field":"cardMetadata.pipelineTag","value":"feature-extraction"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":11909329665,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ibm-granite","sourceUrl":"https://huggingface.co/ibm-granite/granite-vision-3.3-2b-embedding","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","granitevisionemb","feature-extraction","custom_code","en","arxiv:2407.01449","arxiv:2502.09927","arxiv:2502.12342","arxiv:2505.17166","base_model:ibm-granite/granite-vision-3.3-2b","base_model:finetune:ibm-granite/granite-vision-3.3-2b","license:apache-2.0","region:us","vision"],"task":"feature-extraction","modality":"vision","framework":"transformers","formats":["gitattributes","md","pdf","json","py","txt","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":["2407.01449","2502.09927","2502.12342","2505.17166"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/ibm-granite/granite-vision-3.3-2b-embedding","evalResults":[],"libraryName":"transformers","pipelineTag":"feature-extraction","cardDataKeys":["base_model","language","library_name","license"],"semanticText":"feature-extraction transformers vision model en safetensors granitevisionemb base_model:ibm-granite/granite-vision-3.3-2b base_model:finetune:ibm-granite/granite-vision-3.3-2b","semanticTerms":["feature-extraction","transformers","vision","model","en","safetensors","granitevisionemb","base_model:ibm-granite/granite-vision-3.3-2b","base_model:finetune:ibm-granite/granite-vision-3.3-2b"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1657},{"lfs":false,"path":"README.md","sizeBytes":9211},{"lfs":true,"path":"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.","sizeBytes":1746880},{"lfs":false,"path":"added_tokens.json","sizeBytes":107},{"lfs":false,"path":"chat_template.json","sizeBytes":1642},{"lfs":false,"path":"config.json","sizeBytes":3036},{"lfs":false,"path":"granite_vision_embedding_config.py","sizeBytes":529},{"lfs":false,"path":"merges.txt","sizeBytes":441810},{"lfs":true,"path":"model-00001-of-00003.safetensors","sizeBytes":4955415688},{"lfs":true,"path":"model-00002-of-00003.safetensors","sizeBytes":4999979448},{"lfs":true,"path":"model-00003-of-00003.safetensors","sizeBytes":1947355456},{"lfs":false,"path":"model.safetensors.index.json","sizeBytes":88117},{"lfs":false,"path":"modeling_granite_vision_embedding.py","sizeBytes":8605},{"lfs":false,"path":"preprocessor_config.json","sizeBytes":1479},{"lfs":false,"path":"processing_granite_vision_embedding.py","sizeBytes":16179},{"lfs":false,"path":"processor_config.json","sizeBytes":158},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":701},{"lfs":false,"path":"tokenizer.json","sizeBytes":3475989},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":5978},{"lfs":false,"path":"vocab.json","sizeBytes":776995}],"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":11909329665,"sizeKnown":true,"sizeLabel":"11.1 GB","sizeReason":"","declaredSizeBytes":11909329665,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":110,"stars":29,"citations":0,"updatedAt":"2026-09-22T22:36:26.076Z","createdAt":"2026-06-30T04:03:06.847Z","version":"hf-main","upstream":{"gated":false,"repoId":"ibm-granite/granite-vision-3.3-2b-embedding","private":false,"repoUrl":"https://huggingface.co/ibm-granite/granite-vision-3.3-2b-embedding","disabled":false,"provider":"huggingface","repoType":"model","revision":"baa53d1e1ac95baefb15e4aa9fdcc471ac728c83","fetchedAt":"2026-09-22T22:22:42.105Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T22:36:26.076Z","mirroredBy":"mirror-batch-worker","totalFiles":20,"hostedFiles":12,"mirroredBytes":11906327799,"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_34a9d87e76c10d49df0d18e57e56310b2b6ffaf50a24214a89374b8a9e01af31","artifactId":"hf-model-ibm-granite-granite-vision-3-3-2b-embedding","representationId":"rep-5944bee4162286840c5a646edb181f599b96a81caf4250bf2af0b491fa043eef","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-5944bee4162286840c5a646edb181f599b96a81caf4250bf2af0b491fa043eef","artifactId":"hf-model-ibm-granite-granite-vision-3-3-2b-embedding","format":"safetensors","source":{"provider":"huggingface","identity":"ibm-granite/granite-vision-3.3-2b-embedding","revision":"baa53d1e1ac95baefb15e4aa9fdcc471ac728c83","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":107,"sha256":"sha256:499dc155db9fbf7770c9e8da11d628da5856a19e1d94cff0e2ae18b84885e947","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:257d1a3277da9c4a789353d99e648fe5643a1c6119548bd2d19d11273568c0b2"},{"path":"chat_template.json","role":"template","sizeBytes":1642,"sha256":"sha256:524fc0e952e24b81cbcec5481b3a501aab4d0fb02ff0f3d928fcd2b96b33ba71","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1720d038175aec0e07c34b3975fb5286aa35fc2d21afe81be9c2d012cfad4fa0"},{"path":"config.json","role":"config","sizeBytes":3036,"sha256":"sha256:f2f7f0d83f788c061cc74c0cba21d2e780bda3f84139d5108084a1fcd63677ac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:00222660e188d5ce07301e0a57936a5eef406ec0d144ed7bf38305d1816d85d9"},{"path":"model-00001-of-00003.safetensors","role":"weight","sizeBytes":4955415688,"sha256":"sha256:4e838b6d98f48fbf45ae6c0d9c74cba649fd06b27ed78ced3971efbab7e16a69","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d6ecc2d8fcec0486121eb001ab2774a76e55a2c7e8e4c2d12e6bf853a8ba8787"},{"path":"model-00002-of-00003.safetensors","role":"weight","sizeBytes":4999979448,"sha256":"sha256:d6bf1675fc15977b4d8f37ea1d4960ca2750e6793a80da9771e4693ae8cb13d6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ef1c0a77a0bec80ae5bdb2d1fc7cf88ee1b6f8dfeaea9c1bb010be5c8e44e3ab"},{"path":"model-00003-of-00003.safetensors","role":"weight","sizeBytes":1947355456,"sha256":"sha256:15978cba0606360676faad5c3cf486a58e6d78a1352dbfcd1db51a7410a574d5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ef22068af70b12fb9a630af27ca03fe01ad54850f9b5cf209be59bc6229880f7"},{"path":"model.safetensors.index.json","role":"index","sizeBytes":88117,"sha256":"sha256:f4480eb186f3e0346a3d04bb8bb108d6aed6218c86559869e619554e9faed7e5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ee9acb8dac0841649132bf999f21669e6ef9354d0f00babd4794db2b00e8e6c7"},{"path":"preprocessor_config.json","role":"config","sizeBytes":1479,"sha256":"sha256:348698161db7bc477229556ce621ce6ca81647342a916ca1b0e9d33a5f8930fd","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ea4a4f8fdc88261a36570d27d05a762e5a4da978b393b2488b5454be646c9f8f"},{"path":"processor_config.json","role":"config","sizeBytes":158,"sha256":"sha256:250caf1730208c8351ff151633fdbbc5f7c12940890b982a306c4f4fe497bd2a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:923e9e9a53e7b9bc1ba292e4d81817d811c024da5d2ae2435dbdf8b1c6ae3f65"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":701,"sha256":"sha256:596d752bf46f5cace1f6826b52ed7d913347a4eea0ecce8ab2f869471ca40369","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4de9da2d6d6b6beb8442b436b1fe8675a9252b134a4963df5cd2eb3bbc60555b"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":3475989,"sha256":"sha256:b56a82c4210f65ff0eb4df4d27f927c629ff4e17ca399e49fd0172e8f988359f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:358b8490140fd3407a9fca52dec9422ff1c6dbc14681ccb3a07912303c06f703"},{"path":"tokenizer_config.json","role":"config","sizeBytes":5978,"sha256":"sha256:ffe9c60758a04b9a447bde96203410008b7a4cdf1042dc8642b04bd5f9779e54","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e8f93385b7489ec91a850a4a1a78a14f73a6b0084b0a2ef0456b8039fddb48bc"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a9eedc450ffa8af9c1873e96b860572ce8760c5fd2113fc801d41471ebf3e5ef","representationDigest":"sha256:53635bab7e48dfd335c8079c7dbb31db2ec952801fffd454516b55caf6315ccd","evidenceSnapshotDigest":"sha256:7027f4c557e5e03eef6e5935e6f22c3d54a460ec8bfe7a43c840a2156654f32b","evaluatedAt":"2026-09-22T22:36:26.721Z","authorityVersion":"sha256:68aeb655f12d483e2d4805466ed444837e7f4c8caaea1d0e6e09dabfe6bf1080","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":20,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T23:15:54.167Z","evidence_url":"/api/manifests/hf-model-ibm-granite-granite-vision-3-3-2b-embedding"}},"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":20,"publicDownloadableFileCount":12,"externalFileCount":20,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":11909329665,"label":"11.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":110,"upstreamStars":29,"label":"110 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":"ibm-granite/granite-vision-3.3-2b-embedding"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/20 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: ibm-granite/granite-vision-3.3-2b-embedding","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":8,"totalFiles":20},"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-ibm-granite-granite-vision-3-3-2b-embedding/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ibm-granite/granite-vision-3.3-2b-embedding"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T23:15:54.167Z","evidence_url":"/api/manifests/hf-model-ibm-granite-granite-vision-3-3-2b-embedding"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-vision-3-3-2b-embedding","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/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":"ibm-granite/granite-vision-3.3-2b-embedding"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"12/20 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: ibm-granite/granite-vision-3.3-2b-embedding","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 12/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":12,"externalFiles":8,"totalFiles":20},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-vision-3-3-2b-embedding","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/distribution"},"supportedClaims":["ibm-granite/granite-vision-3.3-2b-embedding has 0 self-reported, unqualified Hugging Bay community reviews.","ibm-granite/granite-vision-3.3-2b-embedding has 0 self-reported run claims; none qualify verification during limited availability.","ibm-granite/granite-vision-3.3-2b-embedding 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-ibm-granite-granite-vision-3-3-2b-embedding/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ibm-granite-granite-vision-3-3-2b-embedding"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ibm-granite-granite-vision-3-3-2b-embedding/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."}}