{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T06:17:06.777Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-facebook-drama-1b","repo":"facebook/drama-1b","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":4960536566,"readinessCheckedAt":"2026-10-31T06:01:35.018Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":8,"mirroredBytes":4960536566,"readinessCheckedAt":"2026-10-31T06:01:35.018Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-facebook-drama-1b","owner":"facebook","name":"drama-1b","repo":"facebook/drama-1b","type":"embedding","summary":"Model from Hugging Face for sentence similarity: facebook/drama-1b · 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":"cc-by-nc-4.0"},{"field":"cardMetadata.license","value":"cc-by-nc-4.0"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"cc-by-nc-4.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":4960734033,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"facebook","sourceUrl":"https://huggingface.co/facebook/drama-1b","license":"cc-by-nc-4.0","licenseState":"known","licenseLabel":"cc-by-nc-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":92,"tags":["huggingface-import","external-catalog","model","cc-by-nc-4.0","transformers","safetensors","llama","feature-extraction","sentence-transformers","sentence-similarity","custom_code","ar","bn","zh","en","fi","fr","de","hi","id","it","ja","ko","fa"],"task":"sentence-similarity","modality":"text","framework":"transformers","formats":["gitattributes","json","md","png","safetensors","py"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"cc-by-nc-4.0","metrics":[],"datasets":[],"paperIds":["2502.18460"],"repoType":"model","baseModel":"","languages":["ar","bn","zh","en","fi","fr","de","hi","id","it","ja","ko"],"sourceUrl":"https://huggingface.co/facebook/drama-1b","evalResults":[],"libraryName":"transformers","pipelineTag":"sentence-similarity","cardDataKeys":["language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity transformers embedding model ar bn zh en fi fr de hi id it ja ko safetensors sentence-transformers text-embeddings-inference","semanticTerms":["sentence-similarity","transformers","embedding","model","ar","bn","zh","en","fi","fr","de","hi","id","it","ja","ko","safetensors","sentence-transformers","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1570},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":297},{"lfs":false,"path":"README.md","sizeBytes":7385},{"lfs":false,"path":"config.json","sizeBytes":928},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":231},{"lfs":false,"path":"evaluation.png","sizeBytes":182133},{"lfs":true,"path":"model.safetensors","sizeBytes":4943273456},{"lfs":false,"path":"modeling_drama.py","sizeBytes":6082},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":56},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":449},{"lfs":true,"path":"tokenizer.json","sizeBytes":17210533},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":50564}],"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":4960734033,"sizeKnown":true,"sizeLabel":"4.6 GB","sizeReason":"","declaredSizeBytes":4960734033,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":147,"stars":15,"citations":0,"updatedAt":"2026-09-19T08:06:32.884Z","createdAt":"2026-09-19T07:58:27.544Z","version":"hf-main","upstream":{"gated":false,"repoId":"facebook/drama-1b","private":false,"repoUrl":"https://huggingface.co/facebook/drama-1b","disabled":false,"provider":"huggingface","repoType":"model","revision":"918eb7186281b467e8da9b0a30af72bda6847c02","fetchedAt":"2026-09-19T07:58:27.541Z","importMode":"external-catalog","licenseRaw":"cc-by-nc-4.0","licenseDeclared":"cc-by-nc-4.0","mirrorLicensePolicy":"permissive"},"hosting":{"status":"hosted","mirroredAt":"2026-09-19T08:06:32.884Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":8,"mirroredBytes":4960536566,"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_743f201e1d99648f9d41849e9835058e6cb4391169dc2a045695db588c81b78e","artifactId":"hf-model-facebook-drama-1b","representationId":"rep-a75041db61ae5e9209ac567e997b5e1d8844208800b41ccaf7e1c793cd34f55e","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-a75041db61ae5e9209ac567e997b5e1d8844208800b41ccaf7e1c793cd34f55e","artifactId":"hf-model-facebook-drama-1b","format":"safetensors","source":{"provider":"huggingface","identity":"facebook/drama-1b","revision":"918eb7186281b467e8da9b0a30af72bda6847c02","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":928,"sha256":"sha256:f4733e7e7e4b92228c67481d3d1e50007491abe56cbac354ae21df28c21da957","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bbaaa911098ac72589d3352be9501d991647d0b821679c84638118735651f9d2"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":231,"sha256":"sha256:269cf9db58d90546ec859e32f0860e9ce344448acecbaa36d313a8e3f0afa2b5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1cf416eb64d2c713a35689057b4d71e5be4ea675c0845b3c657fa0a6e10c852d"},{"path":"model.safetensors","role":"weight","sizeBytes":4943273456,"sha256":"sha256:d339d3f6b9efd0f0706bc79c1fed1b492987beb88e403e04ab3d641d7c200787","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3f0b2fb912d2182fdc5d3c909992ad9d0c190354e99aacc1a0274b4375d8f7fe"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f570b58e78285fc59ed1ed48da6919cb6703f521c4635ae3fc27706ef9f7a5e3"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":56,"sha256":"sha256:9fd003494ceb30a32c72e2cd392e7b4a5adff7a914e1213892de9441b97e24cb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bc636c7be182bde63e682186e46f17aa921fcd5513890ae8a308f41153fcd575"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":449,"sha256":"sha256:03d62862d41de30db9e05cb4865de4f36c48ab3032327139fcdfacc5798a4828","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:97c7ca17b31db1545e9ea7027faf63f98892b71d823ab2d748ca5e89c075a885"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17210533,"sha256":"sha256:6c18e1797510535655f962df0669fcb7d10b325b5d0eb4b51be36789dcf5fcaf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:da81d5eb8214790a1f1786d62838f586994d2aa8741137b493244f8964203b3f"},{"path":"tokenizer_config.json","role":"config","sizeBytes":50564,"sha256":"sha256:0f0fe367120fe9a9d41169e1a55796238ff2ea0bfef8e5bbb75d846e8f90ee8a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:497d5c87f32aa17e3a1c5869a19748cc9d079ef87f7bddd25002b84c2328fa49"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e3adcc2718b5db92c193df484534411e413da8074246c6365a9ca0e978ad2956","representationDigest":"sha256:40f3246abf4ec569fd2543442cafb8a56c858a7d1bda0ffd63bd9208fda9dbb2","evidenceSnapshotDigest":"sha256:28a42f50a25aec0ffc6cb7d93a5eff308784caa1e3715aef9e0df78ee803a089","evaluatedAt":"2026-09-19T08:06:33.709Z","authorityVersion":"sha256:61bb98e7ca1ba2a9e00dbb9816d1084594da245b1399d581277671c46e5c2026","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:35.018Z","evidence_url":"/api/manifests/hf-model-facebook-drama-1b"}},"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":13,"publicDownloadableFileCount":8,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":4960734033,"label":"4.6 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":147,"upstreamStars":15,"label":"147 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":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"facebook/drama-1b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/13 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":["Provenance: facebook/drama-1b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-4.0","Hosted files: 8/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":5,"totalFiles":13},"action":{"id":"open-source","label":"Open official source","detail":"Use the official immutable source while Hugging Bay evidence remains incomplete.","href":"https://huggingface.co/facebook/drama-1b"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"facebook/drama-1b"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-31T06:01:35.018Z","evidence_url":"/api/manifests/hf-model-facebook-drama-1b"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-facebook-drama-1b/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-drama-1b","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/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":"cc-by-nc-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"facebook/drama-1b"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/13 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":["Provenance: facebook/drama-1b","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["License: cc-by-nc-4.0","Hosted files: 8/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":8,"externalFiles":5,"totalFiles":13},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-facebook-drama-1b/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-drama-1b","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/distribution"},"supportedClaims":["facebook/drama-1b has 0 self-reported, unqualified Hugging Bay community reviews.","facebook/drama-1b has 0 self-reported run claims; none qualify verification during limited availability.","facebook/drama-1b 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-facebook-drama-1b/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-facebook-drama-1b"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-1b/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."}}