{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-07T01:48:41.171Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","repo":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T01:41:40.530Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-07T01:41:40.530Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","owner":"avemio","name":"German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","repo":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","type":"embedding","summary":"Model from Hugging Face for sentence similarity: avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI · sentence transformers","cardDescription":"Turns text into vectors for search and similarity matching.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for checking whether two sentences mean similar things.","confidence":"medium","task":"sentence-similarity","audience":null,"basis":"recorded-metadata","rules":["task:sentence-similarity"],"evidence":[{"field":"license","value":"mit"},{"field":"cardMetadata.license","value":"mit"},{"field":"task","value":"sentence-similarity"},{"field":"cardMetadata.pipelineTag","value":"sentence-similarity"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"mit","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":2293233827,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"avemio","sourceUrl":"https://huggingface.co/avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","safetensors","xlm-roberta","sentence-similarity","feature-extraction","de","en","dataset:avemio/german-rag-embedding-triples-hessian-ai","arxiv:2402.03216","base_model:snowflake/snowflake-arctic-embed-l-v2.0","base_model:merge:snowflake/snowflake-arctic-embed-l-v2.0","base_model:avemio/german-rag-bge-m3-triples-merged-hessian-ai","base_model:merge:avemio/german-rag-bge-m3-triples-merged-hessian-ai","license:mit","text-embeddings-inference","endpoints_compatible","deploy:azure","region:us","embedding","avemio/german-rag-embedding-triples-hessian-ai"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","model"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["avemio/German-RAG-EMBEDDING-TRIPLES-HESSIAN-AI"],"paperIds":["2402.03216"],"repoType":"model","baseModel":"","languages":["de","en"],"sourceUrl":"https://huggingface.co/avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model de en avemio/german-rag-embedding-triples-hessian-ai safetensors dataset:avemio/german-rag-embedding-triples-hessian-ai base_model:avemio/german-rag-bge-m3-triples-merged-hessian-ai base_model:merge:avemio/german-rag-bge-m3-triples-merged-hessian-ai text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","de","en","avemio/german-rag-embedding-triples-hessian-ai","safetensors","dataset:avemio/german-rag-embedding-triples-hessian-ai","base_model:avemio/german-rag-bge-m3-triples-merged-hessian-ai","base_model:merge:avemio/german-rag-bge-m3-triples-merged-hessian-ai","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":11743},{"lfs":false,"path":"config.json","sizeBytes":724},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":201},{"lfs":true,"path":"model.safetensors","sizeBytes":2271064456},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":54},{"lfs":true,"path":"sentencepiece.bpe.model","sizeBytes":5069051},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":964},{"lfs":true,"path":"tokenizer.json","sizeBytes":17083053},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1365}],"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":2293233827,"sizeKnown":true,"sizeLabel":"2.1 GB","sizeReason":"","declaredSizeBytes":2293233827,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":39626,"stars":2,"citations":0,"updatedAt":"2026-08-27T23:58:20.797Z","createdAt":"2026-06-29T22:24:00.496Z","version":"hf-main","upstream":{"gated":false,"repoId":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","private":false,"repoUrl":"https://huggingface.co/avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","disabled":false,"provider":"huggingface","repoType":"model","revision":"7c385a54159509954bd25e181d6ccc4cc51375da","fetchedAt":"2026-08-27T20:42:19.842Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-08-27T23:58:20.797Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":0,"mirroredBytes":0,"mirroredFiles":0,"storageProvider":"gcs","hosted":false,"downloadable":false,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":false},"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_7e82a11207bd39d6542768db762f28f9bbaa3596e6d49868dceb97b1db7f2b2b","artifactId":"hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","representationId":"rep-1d86f5ee9549d6ccf0ac968f4d17b686e97cf6d42edbff8f49ec692ee43b6ccd","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-1d86f5ee9549d6ccf0ac968f4d17b686e97cf6d42edbff8f49ec692ee43b6ccd","artifactId":"hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","format":"safetensors","source":{"provider":"huggingface","identity":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","revision":"7c385a54159509954bd25e181d6ccc4cc51375da","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":297,"sha256":"sha256:13e69897522ee8255104483ed9f219465d1be3936654a54a318758738052789e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a0543f3cf28730a2821de22021cb82787b60a33c2a9cee35cafe22a1123f4ca4"},{"path":"README.md","role":"support","sizeBytes":11743,"sha256":"sha256:07e3192a620242e8abbe8cfa449ecf557c83f78907f9c6230d7766167f60cdc6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:8ec6746885dc11371533ac451f7b08de410966466dd8a3c3b6fd188b6a1dba67"},{"path":"config.json","role":"config","sizeBytes":724,"sha256":"sha256:be9720c912a440b2fb7506c899bfc9d61ae25945204d96ea4e0c438f200726db","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:0f341bde13663ae4c303588394a1254d6a6562902702e67a8204cc7c20dc31ed"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":201,"sha256":"sha256:9793563dc09ec2b9c8a12eadd38a01d2d2b2a7d20d9c065d90231fce2e590f35","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7eedaccd7e7d47c70a3729f6d9681635e94655142867f641be544dd88cd54f7f"},{"path":"model.safetensors","role":"weight","sizeBytes":2271064456,"sha256":"sha256:8f25cd89132ad134f3159e8146e7138ccf4f6cd70aefd638b7544f8f74de4fac","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:047a4ba5a1317a6f812569a04456abe91ccd4c78a23e7d7c1f787bf670fe5d03"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:2afc5d594fce65d29771770a406a9f7e58225e69450b17f1411fd6198633d445"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":54,"sha256":"sha256:eb9b44b13c0f52a3b3685c3b1cbdea1ba8b04bea123b98f61610048940776eb1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1c0e52dd525b54d7807982c9eb1a1d52babd61e59749ddcda1588d34faad1f05"},{"path":"sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6757a90342d52508f3bd4eba03a880f857a20c9eb590da639b340c72f8fd694d"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e99852beb33d2204ba1ddfb1300f06ebdd51412905d75cdb67241f9d63915ae3"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17083053,"sha256":"sha256:e4f7e21bec3fb0044ca0bb2d50eb5d4d8c596273c422baef84466d2c73748b9c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:12cf06be959b93642987408ec0fb47ade17840b9519c5e05d8d017b30ac25312"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1365,"sha256":"sha256:36b0675311b0b9a938e279b8855f01fe81cd401f30d5bb28f6c1b6f801a1e7fc","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:bb18a33c1d86b6e27a05006316f2dc2a66326f65cbb96aa554a4f1879bc5f0fb"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:aac6d043de6ae2719c6651752f570a14aa48c1e64bb10671b5f2261e0ad14c15","representationDigest":"sha256:15fa8ee1a7b7aa47c7792c25fc8458db81260fd177834edcc0a9770476f9c889","evidenceSnapshotDigest":"sha256:bb80d3021853f7b4d89a1fc95f5c69db22f4e0eea96b96f2d2910d43f03c83a8","evaluatedAt":"2026-08-27T23:58:21.305Z","authorityVersion":"sha256:90850b343e7d58d5343b15f1f4a7eb03331b4338ce97145970f706f15f565956","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":11,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-07T01:41:40.530Z","evidence_url":"/api/manifests/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai"}},"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":"blocked","hosted":false,"fileCount":12,"publicDownloadableFileCount":0,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":2293233827,"label":"2.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":39626,"upstreamStars":2,"label":"40K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI"},{"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: avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-07T01:41:40.530Z","evidence_url":"/api/manifests/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"mit"},{"id":"provenance","label":"Provenance","status":"pass","detail":"avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI"},{"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":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: mit","Provenance: avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":12,"totalFiles":12},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/distribution"},"supportedClaims":["avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI has 0 self-reported, unqualified Hugging Bay community reviews.","avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI has 0 self-reported run claims; none qualify verification during limited availability.","avemio/German-RAG-BGE-M3-MERGED-x-SNOWFLAKE-ARCTIC-HESSIAN-AI 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-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-avemio-german-rag-bge-m3-merged-x-snowflake-arctic-hessian-ai/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."}}