{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-22T16:59:37.889Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-sami92-multiling-e5-large-instruct-claim-matching","repo":"Sami92/multiling-e5-large-instruct-claim-matching","artifact":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":2256693536,"readinessCheckedAt":"2026-10-22T16:15:55.359Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"ready","downloadReady":true,"downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":2256693536,"readinessCheckedAt":"2026-10-22T16:15:55.359Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-sami92-multiling-e5-large-instruct-claim-matching","owner":"Sami92","name":"multiling-e5-large-instruct-claim-matching","repo":"Sami92/multiling-e5-large-instruct-claim-matching","type":"embedding","summary":"Model from Hugging Face for sentence similarity: Sami92/multiling-e5-large-instruct-claim-matching · sentence transformers","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-4.0"},{"field":"cardMetadata.license","value":"cc-by-4.0"},{"field":"baseModel","value":"intfloat/multilingual-e5-large-instruct"},{"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":"cc-by-4.0","status":"recorded"},"lineage":[{"repo":"intfloat/multilingual-e5-large-instruct","field":"baseModel"}],"parameters":null,"size":{"bytes":2269782478,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Sami92","sourceUrl":"https://huggingface.co/Sami92/multiling-e5-large-instruct-claim-matching","license":"cc-by-4.0","licenseState":"known","licenseLabel":"cc-by-4.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","cc-by-4.0","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:51106","loss:angleloss","de","arxiv:1908.10084","arxiv:2309.12871","base_model:intfloat/multilingual-e5-large-instruct","base_model:finetune:intfloat/multilingual-e5-large-instruct","license:cc-by-4.0","model-index","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","embedding"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt","model","html","jpg"],"baseModel":"intfloat/multilingual-e5-large-instruct","derivedFrom":"intfloat/multilingual-e5-large-instruct","cardMetadata":{"source":"huggingface-cardData","license":"cc-by-4.0","metrics":["cosine_accuracy","cosine_accuracy_threshold","cosine_f1","cosine_f1_threshold","cosine_precision","cosine_recall","cosine_ap","dot_accuracy","dot_accuracy_threshold","dot_f1","dot_f1_threshold","dot_precision"],"datasets":[],"paperIds":["1908.10084","2309.12871"],"repoType":"model","baseModel":"intfloat/multilingual-e5-large-instruct","languages":["de"],"sourceUrl":"https://huggingface.co/Sami92/multiling-e5-large-instruct-claim-matching","evalResults":[{"task":"Binary Classification","score":"0.9758104058839553","metric":"Cosine Accuracy","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.9067002534866333","metric":"Cosine Accuracy Threshold","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.48869752421959095","metric":"Cosine F1","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.9034577012062073","metric":"Cosine F1 Threshold","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.6735905044510386","metric":"Cosine Precision","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.38344594594594594","metric":"Cosine Recall","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.5012063718756087","metric":"Cosine Ap","verified":false,"benchmark":"FineTuned 8"},{"task":"Binary Classification","score":"0.9758104058839553","metric":"Dot Accuracy","verified":false,"benchmark":"FineTuned 8"}],"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 de cosine_accuracy cosine_accuracy_threshold cosine_f1 cosine_f1_threshold cosine_precision cosine_recall cosine_ap dot_accuracy dot_accuracy_threshold dot_f1 dot_f1_threshold dot_precision intfloat/multilingual-e5-large-instruct sentencetransformer based on intfloat/multilingual-e5-large-instruct safetensors base_model:intfloat/multilingual-e5-large-instruct base_model:finetune:intfloat/multilingual-e5-large-instruct text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","de","cosine_accuracy","cosine_accuracy_threshold","cosine_f1","cosine_f1_threshold","cosine_precision","cosine_recall","cosine_ap","dot_accuracy","dot_accuracy_threshold","dot_f1","dot_f1_threshold","dot_precision","intfloat/multilingual-e5-large-instruct","sentencetransformer based on intfloat/multilingual-e5-large-instruct","safetensors","base_model:intfloat/multilingual-e5-large-instruct","base_model:finetune:intfloat/multilingual-e5-large-instruct","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":49915},{"lfs":false,"path":"config.json","sizeBytes":781},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":202},{"lfs":true,"path":"model.safetensors","sizeBytes":2239607176},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"prompt.txt","sizeBytes":1848},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":53},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"similarity_histogram.html","sizeBytes":3987084},{"lfs":false,"path":"similarity_histogram.jpg","sizeBytes":124337},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":964},{"lfs":false,"path":"threshold_scores.html","sizeBytes":3648006},{"lfs":false,"path":"threshold_scores.jpg","sizeBytes":206485},{"lfs":true,"path":"tokenizer.json","sizeBytes":17082987},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1373}],"modelIndexNames":["SentenceTransformer based on intfloat/multilingual-e5-large-instruct"]},"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":2269782478,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2269782478,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":89,"stars":0,"citations":0,"updatedAt":"2026-09-24T09:32:00.181Z","createdAt":"2026-09-24T09:26:51.539Z","version":"hf-main","upstream":{"gated":false,"repoId":"Sami92/multiling-e5-large-instruct-claim-matching","private":false,"repoUrl":"https://huggingface.co/Sami92/multiling-e5-large-instruct-claim-matching","disabled":false,"provider":"huggingface","repoType":"model","revision":"506bc276e967629068b3b8bc82639f4165dfea81","fetchedAt":"2026-09-24T09:26:51.536Z","importMode":"external-catalog","licenseRaw":"cc-by-4.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T09:32:00.181Z","mirroredBy":"mirror-batch-worker","totalFiles":17,"hostedFiles":7,"mirroredBytes":2256693536,"mirroredFiles":7,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true},"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_9ed5fe359e3ac7f9a1d4233bddd6c9840476d67949ccce7ed755fb8089a24cee","artifactId":"hf-model-sami92-multiling-e5-large-instruct-claim-matching","representationId":"rep-b7d0524a7f4b0929dde5ed56ec6471bfcba190524e460ca178a2b720360c3af9","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-b7d0524a7f4b0929dde5ed56ec6471bfcba190524e460ca178a2b720360c3af9","artifactId":"hf-model-sami92-multiling-e5-large-instruct-claim-matching","format":"safetensors","source":{"provider":"huggingface","identity":"Sami92/multiling-e5-large-instruct-claim-matching","revision":"506bc276e967629068b3b8bc82639f4165dfea81","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":781,"sha256":"sha256:e7faa4a60201ea54c071e88176db2b870615075aaf3c261c157fee281ad0b506","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:88dc389e5156bfe62e9851ca3025d5a13a1e3c48333f7428b16baf9b0d8c7c5d"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":202,"sha256":"sha256:ac250d5c56b016139ae84fb3b8233c84be936b0823a87de50d267fcea10ab206","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ca989d8b3d66543c028422571b6c3b86a696497989c2add6bd4a327004c69da8"},{"path":"model.safetensors","role":"weight","sizeBytes":2239607176,"sha256":"sha256:1b85bfdaab35ad38229360b71def00796e06e6eb06e6cb4e6991cb0bf3f8dcf5","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b967864bd8b42f9f075807c8bb4e189eac7be18b47646f9dcb168758ef67f7a6"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:08ec99a528c0f368e5c842a3b44636d8d582285a8c46589f25224af56f5813d6"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":53,"sha256":"sha256:ec8e29d6dcb61b611b7d3fdd2982c4524e6ad985959fa7194eacfb655a8d0d51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a4b784240f7de51167065ae2afd80ce5132d1f0677fda03f5472f4bbef51975f"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3f5e98bb8e3433d7fac4888713d1d8031c2b047b5d1f964a965148ed5f82314d"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17082987,"sha256":"sha256:883b037111086fd4dfebbbc9b7cee11e1517b5e0c0514879478661440f137085","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:057378bad780d72b0dd6381cff203d5385aa777112e0626612d3659ac7f4086b"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1373,"sha256":"sha256:e1ec67565784371f31907e67504fc5113b1a67df0bd57add501d20cc1aa94cbb","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:905449c0760e35b3bcf677f7ed60854122a944ebb151a1dd13d466cb838e3daf"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:dce956684742175a9c94956caa4e1d2d9cbd50af738abcc35ad8c815cab1d78a","representationDigest":"sha256:372e72a2ba3eef61dc142a39c7153129454d21d543add00ef683a0c51b710667","evidenceSnapshotDigest":"sha256:d35ecb2226ac6cfb208a8171a1cc0dd540dab26441b76c77c9ca6fc886211be1","evaluatedAt":"2026-09-24T09:32:00.790Z","authorityVersion":"sha256:4f9b16e5c9caf7b8350f04065cfe5de0241f8d786b2793ee73d0dee43486e321","invalidatedBy":null,"manifestFinal":false,"downloadable":false,"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":16,"scope":"recorded-postgres-snapshot"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":16,"publicDownloadableFileCount":7,"externalFileCount":16,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2269782478,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":89,"upstreamStars":0,"label":"89 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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Sami92/multiling-e5-large-instruct-claim-matching"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/16 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: cc-by-4.0","Provenance: Sami92/multiling-e5-large-instruct-claim-matching","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":9,"totalFiles":16},"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-sami92-multiling-e5-large-instruct-claim-matching/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Sami92/multiling-e5-large-instruct-claim-matching"}}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-sami92-multiling-e5-large-instruct-claim-matching/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-sami92-multiling-e5-large-instruct-claim-matching","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/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":"cc-by-4.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Sami92/multiling-e5-large-instruct-claim-matching"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/16 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: cc-by-4.0","Provenance: Sami92/multiling-e5-large-instruct-claim-matching","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/16 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":9,"totalFiles":16},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-sami92-multiling-e5-large-instruct-claim-matching/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-sami92-multiling-e5-large-instruct-claim-matching","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/distribution"},"supportedClaims":["Sami92/multiling-e5-large-instruct-claim-matching has 0 self-reported, unqualified Hugging Bay community reviews.","Sami92/multiling-e5-large-instruct-claim-matching has 0 self-reported run claims; none qualify verification during limited availability.","Sami92/multiling-e5-large-instruct-claim-matching 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-sami92-multiling-e5-large-instruct-claim-matching/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-sami92-multiling-e5-large-instruct-claim-matching"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/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."}}