{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T02:10:08.647Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-orcadb-gist-large","repo":"OrcaDB/gist-large","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327182,"readinessCheckedAt":"2026-10-29T02:06:38.023Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":1341327182,"readinessCheckedAt":"2026-10-29T02:06:38.023Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-orcadb-gist-large","owner":"OrcaDB","name":"gist-large","repo":"OrcaDB/gist-large","type":"embedding","summary":"Model from Hugging Face for sentence similarity: OrcaDB/gist-large · sentence 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 checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1341628583,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"OrcaDB","sourceUrl":"https://huggingface.co/OrcaDB/gist-large","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","bert","feature-extraction","mteb","sentence-similarity","en","arxiv:2402.16829","arxiv:2212.09741","license:mit","model-index","text-embeddings-inference","endpoints_compatible","region:us","embedding","gist-large-embedding-v0"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":[],"paperIds":["2402.16829","2212.09741"],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/OrcaDB/gist-large","evalResults":[{"task":"Classification","score":"75.5820895522388","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"38.32190121241783","metric":"ap","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"69.44777155231054","metric":"f1","verified":false,"benchmark":"MTEB AmazonCounterfactualClassification (en)"},{"task":"Classification","score":"93.40514999999998","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"90.2011565132406","metric":"ap","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"93.39486246843605","metric":"f1","verified":false,"benchmark":"MTEB AmazonPolarityClassification"},{"task":"Classification","score":"49.05999999999999","metric":"accuracy","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Classification","score":"48.58702718571088","metric":"f1","verified":false,"benchmark":"MTEB AmazonReviewsClassification (en)"},{"task":"Retrieval","score":"38.407000000000004","metric":"map_at_1","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"54.822","metric":"map_at_10","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"55.387","metric":"map_at_100","verified":false,"benchmark":"MTEB ArguAna"},{"task":"Retrieval","score":"55.388999999999996","metric":"map_at_1000","verified":false,"benchmark":"MTEB ArguAna"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["language","library_name","license","model-index","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model en gist-large-embedding-v0 safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","gist-large-embedding-v0","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":68077},{"lfs":false,"path":"config.json","sizeBytes":821},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":195},{"lfs":true,"path":"model.safetensors","sizeBytes":1340612432},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":52},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711396},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1242},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["GIST-large-Embedding-v0"]},"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":1341628583,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1341628583,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":197,"stars":0,"citations":0,"updatedAt":"2026-09-24T13:05:04.176Z","createdAt":"2026-06-30T02:31:48.781Z","version":"hf-main","upstream":{"gated":false,"repoId":"OrcaDB/gist-large","private":false,"repoUrl":"https://huggingface.co/OrcaDB/gist-large","disabled":false,"provider":"huggingface","repoType":"model","revision":"875bca51f53e8546cee1d3d6ed5440e0a9b6121f","fetchedAt":"2026-09-24T13:02:57.764Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T13:05:04.176Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":1341327182,"mirroredFiles":8,"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_4069d694b37633115648781afbe2eddf663d6a4b9799265e8e56cf576c51403d","artifactId":"hf-model-orcadb-gist-large","representationId":"rep-d48898e08b6b03662e4c174c4ee73ce3dffec411549eb36b37ba32b3c559f16e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-d48898e08b6b03662e4c174c4ee73ce3dffec411549eb36b37ba32b3c559f16e","artifactId":"hf-model-orcadb-gist-large","format":"safetensors","source":{"provider":"huggingface","identity":"OrcaDB/gist-large","revision":"875bca51f53e8546cee1d3d6ed5440e0a9b6121f","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":821,"sha256":"sha256:c4c9a887cf5dbd349e95d153aa468bfb64368a08508b9d26c4a17a044c76fef3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd345514e4f93241a770c8d25e9da1745f54302ae2becf726c71a7696b435614"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":195,"sha256":"sha256:fb1e933433e64dae55e450efb4181d7ada594f4b9e3cea642722e15f21fe18a0","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:15916c554c59b7c761bd5df385e6607827419b63058f4dbe5f1b5adb6274f57d"},{"path":"model.safetensors","role":"weight","sizeBytes":1340612432,"sha256":"sha256:c0402c8c231bed413465ccd6d8c09171f78774a540b42e0b381401c2a247b40a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ae5488da2a0f4fc0611bdcc3c78676f8c3f81f94dc80bfc308f023e2e92072fc"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2304d1b4204d2fe7f85e3b3aae1ee4a07116def368e010cb073a932a3c1d10c7"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:02062d362c85a1d2492e7895b9a7051a72fbb9631dbc2ed25879563aa22ff8f6"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:05e67824172ada9a6d6ddab4ac87cf7080bd91ed3054c052ab3e74b5d71e61d5"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711396,"sha256":"sha256:d241a60d5e8f04cc1b2b3e9ef7a4921b27bf526d9f6050ab90f9267a1f9e5c66","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:61c881d49d96171c9b1666c2e68ccca0752a81a22130b3b63fdb68b4c5edeea1"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1242,"sha256":"sha256:0b29c7bfc889e53b36d9dd3e686dd4300f6525110eaa98c76a5dafceb2029f53","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:95ff4ecd71b7c3ae08b0b44f7ef8d1841924687a6452a9ca176806f9fa4243d8"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:43dc28fee971cdcb9f275fffe873d048959f1e61f8881ea5bb033fa6982e4532","representationDigest":"sha256:eb61e460b0a6bcdbdee9a58dfa1bec5b11352796e5d553ad91375546cb346426","evidenceSnapshotDigest":"sha256:f44650eb85655ea7030b71bb19bf2f834f47087b17e03437b6cee1961fdda136","evaluatedAt":"2026-09-24T13:05:04.695Z","authorityVersion":"sha256:8ce140f7c087de8d6ee223b5934b3dd72e77df96c2bb0a54410b0a835439897e","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T02:06:38.023Z","evidence_url":"/api/manifests/hf-model-orcadb-gist-large"}},"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":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1341628583,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":197,"upstreamStars":0,"label":"197 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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"OrcaDB/gist-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: mit","Provenance: OrcaDB/gist-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"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-orcadb-gist-large/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"OrcaDB/gist-large"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T02:06:38.023Z","evidence_url":"/api/manifests/hf-model-orcadb-gist-large"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-orcadb-gist-large/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-gist-large","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/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":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"OrcaDB/gist-large"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: mit","Provenance: OrcaDB/gist-large","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-orcadb-gist-large/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-gist-large","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/distribution"},"supportedClaims":["OrcaDB/gist-large has 0 self-reported, unqualified Hugging Bay community reviews.","OrcaDB/gist-large has 0 self-reported run claims; none qualify verification during limited availability.","OrcaDB/gist-large 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-orcadb-gist-large/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-orcadb-gist-large"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-orcadb-gist-large/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."}}