{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-10-30T15:21:16.337Z","namespace":"81melody","displayName":"81melody","claimed":false,"applicationStatus":null,"stats":{"artifacts":5,"publicArtifacts":5,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":57,"totalFiles":57,"downloads":403,"stars":4,"updatedAt":"2026-09-29T09:28:32.363Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081327,"readinessCheckedAt":"2026-10-30T14:17:38.691Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081327,"readinessCheckedAt":"2026-10-30T14:17:38.691Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algerian-law-biencoder-v2","owner":"81melody","name":"algerian-law-biencoder-v2","repo":"81melody/algerian-law-biencoder-v2","type":"embedding","summary":"Model from Hugging Face for sentence similarity: 81melody/algerian-law-biencoder-v2 · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"81melody/algerian-law-marbert"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"81melody/algerian-law-marbert","field":"baseModel"}],"parameters":null,"size":{"bytes":654117570,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:389","loss:multiplenegativesrankingloss","algerian-arabic","darja","arabizi","code-switching","legal","algerian-family-law","information-retrieval","low-resource-nlp","ar","fr","arxiv:1908.10084","arxiv:1807.03748"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"81melody/algerian-law-marbert","derivedFrom":"81melody/algerian-law-marbert","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10"],"datasets":[],"paperIds":["1908.10084","1807.03748"],"repoType":"model","baseModel":"81melody/algerian-law-marbert","languages":["ar","fr"],"sourceUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","evalResults":[{"task":"Information Retrieval","score":"0.7045454545454546","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.8181818181818182","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.8863636363636364","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.9318181818181818","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.7045454545454546","metric":"Cosine Precision@1","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.43939393939393945","metric":"Cosine Precision@3","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.30000000000000004","metric":"Cosine Precision@5","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.1659090909090909","metric":"Cosine Precision@10","verified":false,"benchmark":"dev"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model ar fr cosine_accuracy@1 cosine_accuracy@3 cosine_accuracy@5 cosine_accuracy@10 cosine_precision@1 cosine_precision@3 cosine_precision@5 cosine_precision@10 cosine_recall@1 cosine_recall@3 cosine_recall@5 cosine_recall@10 81melody/algerian-law-marbert sentencetransformer safetensors information-retrieval text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","ar","fr","cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10","81melody/algerian-law-marbert","sentencetransformer","safetensors","information-retrieval","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":34634},{"lfs":false,"path":"config.json","sizeBytes":937},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":651387728},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer.json","sizeBytes":2691488},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":373}],"modelIndexNames":["SentenceTransformer"]},"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":654117570,"sizeKnown":true,"sizeLabel":"623.8 MB","sizeReason":"","declaredSizeBytes":654117570,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":105,"stars":0,"citations":0,"updatedAt":"2026-09-23T23:51:53.077Z","createdAt":"2026-09-23T23:49:59.005Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerian-law-biencoder-v2","private":false,"repoUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"8f522c53f25d4cddb2a009e7175fcac4aa63c40e","fetchedAt":"2026-09-23T23:49:59.003Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T23:51:53.077Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":654081327,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":654117570,"label":"623.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":105,"upstreamStars":0,"label":"105 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerian-law-biencoder-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: 81melody/algerian-law-biencoder-v2","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-81melody-algerian-law-biencoder-v2/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":90,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":34634,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerian-law-biencoder-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T14:17:38.691Z","evidence_url":"/api/manifests/hf-model-81melody-algerian-law-biencoder-v2"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"embedding","count":3},{"type":"llm","count":2}],"topLicenses":[{"license":"apache-2.0","count":4},{"license":"mit","count":1}],"sourceCounts":[{"source":"huggingface","count":5}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/81melody","api":"https://huggingbay.xyz/api/publishers/81melody","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=81melody&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081327,"readinessCheckedAt":"2026-10-30T14:17:38.691Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081327,"readinessCheckedAt":"2026-10-30T14:17:38.691Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algerian-law-biencoder-v2","owner":"81melody","name":"algerian-law-biencoder-v2","repo":"81melody/algerian-law-biencoder-v2","type":"embedding","summary":"Model from Hugging Face for sentence similarity: 81melody/algerian-law-biencoder-v2 · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"81melody/algerian-law-marbert"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"81melody/algerian-law-marbert","field":"baseModel"}],"parameters":null,"size":{"bytes":654117570,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:389","loss:multiplenegativesrankingloss","algerian-arabic","darja","arabizi","code-switching","legal","algerian-family-law","information-retrieval","low-resource-nlp","ar","fr","arxiv:1908.10084","arxiv:1807.03748"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"81melody/algerian-law-marbert","derivedFrom":"81melody/algerian-law-marbert","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10"],"datasets":[],"paperIds":["1908.10084","1807.03748"],"repoType":"model","baseModel":"81melody/algerian-law-marbert","languages":["ar","fr"],"sourceUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","evalResults":[{"task":"Information Retrieval","score":"0.7045454545454546","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.8181818181818182","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.8863636363636364","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.9318181818181818","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.7045454545454546","metric":"Cosine Precision@1","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.43939393939393945","metric":"Cosine Precision@3","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.30000000000000004","metric":"Cosine Precision@5","verified":false,"benchmark":"dev"},{"task":"Information Retrieval","score":"0.1659090909090909","metric":"Cosine Precision@10","verified":false,"benchmark":"dev"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model ar fr cosine_accuracy@1 cosine_accuracy@3 cosine_accuracy@5 cosine_accuracy@10 cosine_precision@1 cosine_precision@3 cosine_precision@5 cosine_precision@10 cosine_recall@1 cosine_recall@3 cosine_recall@5 cosine_recall@10 81melody/algerian-law-marbert sentencetransformer safetensors information-retrieval text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","ar","fr","cosine_accuracy@1","cosine_accuracy@3","cosine_accuracy@5","cosine_accuracy@10","cosine_precision@1","cosine_precision@3","cosine_precision@5","cosine_precision@10","cosine_recall@1","cosine_recall@3","cosine_recall@5","cosine_recall@10","81melody/algerian-law-marbert","sentencetransformer","safetensors","information-retrieval","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":34634},{"lfs":false,"path":"config.json","sizeBytes":937},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":651387728},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer.json","sizeBytes":2691488},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":373}],"modelIndexNames":["SentenceTransformer"]},"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":654117570,"sizeKnown":true,"sizeLabel":"623.8 MB","sizeReason":"","declaredSizeBytes":654117570,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":105,"stars":0,"citations":0,"updatedAt":"2026-09-23T23:51:53.077Z","createdAt":"2026-09-23T23:49:59.005Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerian-law-biencoder-v2","private":false,"repoUrl":"https://huggingface.co/81melody/algerian-law-biencoder-v2","disabled":false,"provider":"huggingface","repoType":"model","revision":"8f522c53f25d4cddb2a009e7175fcac4aa63c40e","fetchedAt":"2026-09-23T23:49:59.003Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T23:51:53.077Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":654081327,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":654117570,"label":"623.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":105,"upstreamStars":0,"label":"105 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerian-law-biencoder-v2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: 81melody/algerian-law-biencoder-v2","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-81melody-algerian-law-biencoder-v2/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":90,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":34634,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerian-law-biencoder-v2"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T14:17:38.691Z","evidence_url":"/api/manifests/hf-model-81melody-algerian-law-biencoder-v2"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":244484362,"readinessCheckedAt":"2026-10-30T15:12:55.919Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":4,"mirroredBytes":244484362,"readinessCheckedAt":"2026-10-30T15:12:55.919Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algeriandeberta","owner":"81melody","name":"algerianDeBERTa","repo":"81melody/algerianDeBERTa","type":"llm","summary":"Model from Hugging Face for fill mask: 81melody/algerianDeBERTa · transformers","cardDescription":"Predicts missing words within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for filling in missing words in text.","confidence":"medium","task":"fill-mask","audience":null,"basis":"recorded-metadata","rules":["task:fill-mask"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"fill-mask"},{"field":"cardMetadata.pipelineTag","value":"fill-mask"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":729544133,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerianDeBERTa","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","deberta-v2","fill-mask","algerian-arabic","darja","arabizi","code-switching","masked-lm","low-resource-nlp","north-african-nlp","ar","fr","license:apache-2.0","endpoints_compatible","region:us","llm"],"task":"fill-mask","modality":"text","framework":"transformers","formats":["gitattributes","md","json","png","safetensors","pt","pth","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["ar","fr"],"sourceUrl":"https://huggingface.co/81melody/algerianDeBERTa","evalResults":[],"libraryName":"transformers","pipelineTag":"fill-mask","cardDataKeys":["language","library_name","license","pipeline_tag","tags","widget"],"semanticText":"fill-mask transformers llm model ar fr safetensors","semanticTerms":["fill-mask","transformers","llm","model","ar","fr","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":8432},{"lfs":false,"path":"config.json","sizeBytes":875},{"lfs":false,"path":"macro_f1_comparison.png","sizeBytes":48093},{"lfs":false,"path":"memory_footprint.png","sizeBytes":37292},{"lfs":true,"path":"model.safetensors","sizeBytes":242329000},{"lfs":true,"path":"optimizer.pt","sizeBytes":484810827},{"lfs":false,"path":"pretraining_loss.png","sizeBytes":62326},{"lfs":true,"path":"rng_state.pth","sizeBytes":14645},{"lfs":true,"path":"scaler.pt","sizeBytes":1383},{"lfs":true,"path":"scheduler.pt","sizeBytes":1465},{"lfs":false,"path":"tokenizer.json","sizeBytes":2153977},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":510},{"lfs":false,"path":"trainer_state.json","sizeBytes":68588},{"lfs":true,"path":"training_args.bin","sizeBytes":5201}],"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":729544133,"sizeKnown":true,"sizeLabel":"695.7 MB","sizeReason":"","declaredSizeBytes":729544133,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":99,"stars":1,"citations":0,"updatedAt":"2026-09-24T02:43:37.090Z","createdAt":"2026-09-24T02:42:58.455Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerianDeBERTa","private":false,"repoUrl":"https://huggingface.co/81melody/algerianDeBERTa","disabled":false,"provider":"huggingface","repoType":"model","revision":"fe5bd15ff7aeafe643db21e5e206bade99a96ebb","fetchedAt":"2026-09-24T02:42:58.453Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T02:43:37.090Z","mirroredBy":"mirror-batch-worker","totalFiles":15,"hostedFiles":4,"mirroredBytes":244484362,"mirroredFiles":4,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":15,"publicDownloadableFileCount":4,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":729544133,"label":"695.7 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":99,"upstreamStars":1,"label":"99 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerianDeBERTa"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"4/15 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: 81melody/algerianDeBERTa","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 4/15 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":4,"externalFiles":11,"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-81melody-algeriandeberta/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":8432,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"macro_f1_comparison.png","sizeBytes":48093,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"memory_footprint.png","sizeBytes":37292,"format":"png","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerianDeBERTa"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T15:12:55.919Z","evidence_url":"/api/manifests/hf-model-81melody-algeriandeberta"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081328,"readinessCheckedAt":"2026-10-30T13:50:37.641Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":7,"mirroredBytes":654081328,"readinessCheckedAt":"2026-10-30T13:50:37.641Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algerian-law-marbert","owner":"81melody","name":"algerian-law-marbert","repo":"81melody/algerian-law-marbert","type":"embedding","summary":"Model from Hugging Face for sentence similarity: 81melody/algerian-law-marbert · 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":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"UBC-NLP/MARBERTv2"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"UBC-NLP/MARBERTv2","field":"baseModel"}],"parameters":null,"size":{"bytes":654106028,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerian-law-marbert","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:1000","loss:cachedmultiplenegativesrankingloss","algerian-arabic","darja","arabizi","code-switching","legal","algerian-family-law","information-retrieval","low-resource-nlp","ar","fr","arxiv:1908.10084","arxiv:2101.06983"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"UBC-NLP/MARBERTv2","derivedFrom":"UBC-NLP/MARBERTv2","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["cosine_accuracy"],"datasets":[],"paperIds":["1908.10084","2101.06983"],"repoType":"model","baseModel":"UBC-NLP/MARBERTv2","languages":["ar","fr"],"sourceUrl":"https://huggingface.co/81melody/algerian-law-marbert","evalResults":[{"task":"Triplet","score":"0.7410714030265808","metric":"Cosine Accuracy","verified":false,"benchmark":"marbert algerian law eval"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model ar fr cosine_accuracy ubc-nlp/marbertv2 sentencetransformer based on ubc-nlp/marbertv2 safetensors information-retrieval text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","ar","fr","cosine_accuracy","ubc-nlp/marbertv2","sentencetransformer based on ubc-nlp/marbertv2","safetensors","information-retrieval","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":90},{"lfs":false,"path":"README.md","sizeBytes":23091},{"lfs":false,"path":"config.json","sizeBytes":937},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":651387728},{"lfs":false,"path":"modules.json","sizeBytes":277},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":241},{"lfs":false,"path":"tokenizer.json","sizeBytes":2691488},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":374}],"modelIndexNames":["SentenceTransformer based on UBC-NLP/MARBERTv2"]},"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":654106028,"sizeKnown":true,"sizeLabel":"623.8 MB","sizeReason":"","declaredSizeBytes":654106028,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":93,"stars":0,"citations":0,"updatedAt":"2026-09-29T09:28:32.363Z","createdAt":"2026-09-29T09:27:07.040Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerian-law-marbert","private":false,"repoUrl":"https://huggingface.co/81melody/algerian-law-marbert","disabled":false,"provider":"huggingface","repoType":"model","revision":"61c1661762316c11e85ecb6d4e7b3d4b9ae69662","fetchedAt":"2026-09-29T09:27:07.015Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-29T09:28:32.363Z","mirroredBy":"mirror-batch-worker","totalFiles":10,"hostedFiles":7,"mirroredBytes":654081328,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":10,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":10,"publicDownloadableFileCount":7,"externalFileCount":10,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":654106028,"label":"623.8 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":93,"upstreamStars":0,"label":"93 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerian-law-marbert"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/10 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: 81melody/algerian-law-marbert","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/10 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":3,"totalFiles":10},"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-81melody-algerian-law-marbert/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":90,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":23091,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerian-law-marbert"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T13:50:37.641Z","evidence_url":"/api/manifests/hf-model-81melody-algerian-law-marbert"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":243382293,"readinessCheckedAt":"2026-10-30T15:16:12.040Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":243382293,"readinessCheckedAt":"2026-10-30T15:16:12.040Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algeriandeberta-realestate-ner","owner":"81melody","name":"algerianDeBERTa-realestate-ner","repo":"81melody/algerianDeBERTa-realestate-ner","type":"llm","summary":"Model from Hugging Face for token classification: 81melody/algerianDeBERTa-realestate-ner · unknown","cardDescription":"Labels words and phrases within text.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for labeling parts of text.","confidence":"medium","task":"token-classification","audience":null,"basis":"recorded-metadata","rules":["task:token-classification"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"task","value":"token-classification"},{"field":"cardMetadata.pipelineTag","value":"token-classification"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":243383812,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerianDeBERTa-realestate-ner","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","safetensors","deberta-v2","token-classification","ner","named-entity-recognition","algerian-arabic","darja","arabizi","code-switching","real-estate","deberta","information-extraction","low-resource-nlp","ar","fr","dataset:81melody/algerian-realestate-ner-dataset","base_model:81melody/algeriandeberta","base_model:finetune:81melody/algeriandeberta","license:apache-2.0","model-index"],"task":"token-classification","modality":"text","framework":"unknown","formats":["gitattributes","md","json","safetensors"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["f1","precision","recall"],"datasets":["81melody/algerian-realestate-ner-dataset"],"paperIds":[],"repoType":"model","baseModel":"","languages":["ar","fr"],"sourceUrl":"https://huggingface.co/81melody/algerianDeBERTa-realestate-ner","evalResults":[{"task":"Named Entity Recognition","score":"0.9672","metric":"Test F1 (micro, seqeval)","verified":false,"benchmark":"81melody/algerian-realestate-ner"},{"task":"Named Entity Recognition","score":"0.9566","metric":"Test Precision (micro)","verified":false,"benchmark":"81melody/algerian-realestate-ner"},{"task":"Named Entity Recognition","score":"0.978","metric":"Test Recall (micro)","verified":false,"benchmark":"81melody/algerian-realestate-ner"}],"libraryName":"unknown","pipelineTag":"token-classification","cardDataKeys":["base_model","datasets","language","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"token-classification unknown llm model ar fr 81melody/algerian-realestate-ner-dataset f1 precision recall algeriandeberta-realestate-ner safetensors","semanticTerms":["token-classification","unknown","llm","model","ar","fr","81melody/algerian-realestate-ner-dataset","f1","precision","recall","algeriandeberta-realestate-ner","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"README.md","sizeBytes":14898},{"lfs":false,"path":"config.json","sizeBytes":2190},{"lfs":true,"path":"model.safetensors","sizeBytes":241209356},{"lfs":false,"path":"ner_meta.json","sizeBytes":1181},{"lfs":false,"path":"tokenizer.json","sizeBytes":2154145},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":523}],"modelIndexNames":["algerianDeBERTa-realestate-ner"]},"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":243383812,"sizeKnown":true,"sizeLabel":"232.1 MB","sizeReason":"","declaredSizeBytes":243383812,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":72,"stars":0,"citations":0,"updatedAt":"2026-09-04T22:41:12.857Z","createdAt":"2026-06-30T04:16:01.019Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerianDeBERTa-realestate-ner","private":false,"repoUrl":"https://huggingface.co/81melody/algerianDeBERTa-realestate-ner","disabled":false,"provider":"huggingface","repoType":"model","revision":"cb972f163bb89606634c978510b04d9ebff21793","fetchedAt":"2026-09-04T18:11:36.083Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-04T22:41:12.857Z","mirroredBy":"mirror-batch-worker","totalFiles":7,"hostedFiles":6,"mirroredBytes":243382293,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":7,"scope":"file-inventory-only"},"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."},"hostingStatus":"hosted","hosted":true,"fileCount":7,"publicDownloadableFileCount":6,"externalFileCount":7,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":243383812,"label":"232.1 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":72,"upstreamStars":0,"label":"72 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerianDeBERTa-realestate-ner"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/7 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: 81melody/algerianDeBERTa-realestate-ner","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/7 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":1,"totalFiles":7},"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-81melody-algeriandeberta-realestate-ner/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerianDeBERTa-realestate-ner"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T15:16:12.040Z","evidence_url":"/api/manifests/hf-model-81melody-algeriandeberta-realestate-ner"},"lastKnownAnswer":"Ready to download"},{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T13:40:29.960Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-30T13:40:29.960Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-81melody-algerianme5","owner":"81melody","name":"algerianME5","repo":"81melody/algerianME5","type":"embedding","summary":"Model from Hugging Face: 81melody/algerianME5","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":"task","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":1,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"81melody","sourceUrl":"https://huggingface.co/81melody/algerianME5","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","dense","algerian ai","algerian","algeria","darja","darija","algerian darija","algerian dialect","rag"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","pth","pt","bin"],"baseModel":null,"derivedFrom":null,"cardMetadata":null,"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":0,"sizeKnown":false,"sizeLabel":"unknown","sizeReason":"upstream file sizes are not indexed yet","declaredSizeBytes":1,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":34,"stars":3,"citations":0,"updatedAt":"2026-08-04T07:18:03.622Z","createdAt":"2026-06-30T19:14:18.511Z","version":"hf-main","upstream":{"gated":false,"repoId":"81melody/algerianME5","private":false,"repoUrl":"https://huggingface.co/81melody/algerianME5","disabled":false,"provider":"huggingface","repoType":"model","revision":"98cf62cb30d221e7a1362d5425f4aa310485c4a8","fetchedAt":"2026-06-30T19:14:18.511Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T07:18:03.622Z","mirroredBy":"mirror-batch-worker","mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"hostedFiles":0,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":15,"scope":"file-inventory-only"},"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."},"hostingStatus":"blocked","hosted":false,"fileCount":15,"publicDownloadableFileCount":0,"externalFileCount":15,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":34,"upstreamStars":3,"label":"34 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"81melody/algerianME5"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: mit","Provenance: 81melody/algerianME5","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":15,"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-81melody-algerianme5/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":0,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"81melody/algerianME5"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T13:40:29.960Z","evidence_url":"/api/manifests/hf-model-81melody-algerianme5"}}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}