{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-29T02:30:01.403Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-megavn-bge-m3-embeddings","repo":"megavn/bge-m3-embeddings","artifact":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T01:59:12.520Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"blocked","downloadReady":false,"downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-10-29T01:59:12.520Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-megavn-bge-m3-embeddings","owner":"megavn","name":"bge-m3-embeddings","repo":"megavn/bge-m3-embeddings","type":"embedding","summary":"Model from Hugging Face: megavn/bge-m3-embeddings","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":"megavn","sourceUrl":"https://huggingface.co/megavn/bge-m3-embeddings","license":"mit","licenseState":"known","licenseLabel":"mit","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":88,"tags":["huggingface-import","external-catalog","model","mit","sentence-transformers","pytorch","onnx","xlm-roberta","feature-extraction","sentence-similarity","arxiv:2402.03216","arxiv:2004.04906","arxiv:2106.14807","arxiv:2107.05720","arxiv:2004.12832","license:mit","text-embeddings-inference","endpoints_compatible"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","pt","ds_store","jpg","webp","onnx"],"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":29,"stars":0,"citations":0,"updatedAt":"2026-08-04T09:54:26.376Z","createdAt":"2026-06-30T19:19:35.914Z","version":"hf-main","upstream":{"gated":false,"repoId":"megavn/bge-m3-embeddings","private":false,"repoUrl":"https://huggingface.co/megavn/bge-m3-embeddings","disabled":false,"provider":"huggingface","repoType":"model","revision":"9159a72c97f1f980cbfc8641bf020e1a0a5f9edb","fetchedAt":"2026-06-30T19:19:35.914Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"blocked","mirroredAt":"2026-08-04T09:54:26.376Z","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":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_e0b3c6fae63eec8dbf8bb69ce93ef1f32b30c4d65ff131afd8eefe7d9b8d62a1","artifactId":"hf-model-megavn-bge-m3-embeddings","representationId":"rep-48227a8ecab2cb5a944805f60c90ae053c143aceff6b3c3e0244f50c216d76b8","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-48227a8ecab2cb5a944805f60c90ae053c143aceff6b3c3e0244f50c216d76b8","artifactId":"hf-model-megavn-bge-m3-embeddings","format":"onnx","source":{"provider":"huggingface","identity":"megavn/bge-m3-embeddings","revision":"9159a72c97f1f980cbfc8641bf020e1a0a5f9edb","immutable":true},"files":[{"path":"1_Pooling/config.json","role":"config","sizeBytes":191,"sha256":"sha256:e54c164a07274f2eb45bb724f54a79d1efcc90c41573887cd9a29aeee0597352","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a1b23152061d9c1a81cada2f11e73f87303555289b400d3b654881469bde80d2"},{"path":"README.md","role":"support","sizeBytes":15822,"sha256":"sha256:0b81ccf9134e5874d620a86e6905062ea999e779c34eb1a7e65eaeb7fe00e450","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:b98574a0512a52b6dec0c6456bf8d6e9388f671e7dc7c59921dfe2f1d449dabc"},{"path":"config.json","role":"config","sizeBytes":687,"sha256":"sha256:26159e7ad065073448460117eb24b7a4572f6f4e78eadff65dc0a11c052449fa","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7c5d7f7e97cc246b7dfa989fb747c0c87d0faec81b6f69b8d2a3a753461f461d"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":123,"sha256":"sha256:1eef72430e7194a1e59680e635aed81ffa083f05668dbc5bb1c56c04c0999c38","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f82b28c2b6e3c4e695f86586906bf1f611df13903c0f41be0b19565e54c582a7"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a669375c57f2bd225f8656a4a58534a7cc8c321be2b5b757373804bd882c9dc5"},{"path":"onnx/config.json","role":"config","sizeBytes":698,"sha256":"sha256:f24afd5de914fba8c668426c43d208a1a54022500c63b2c160be20891686fce8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:36bd1b9a6061af48a18625f6f36e72f83389a528761562e34e3b0597c17c7e1a"},{"path":"onnx/model.onnx","role":"weight","sizeBytes":724923,"sha256":"sha256:f84251230831afb359ab26d9fd37d5936d4d9bb5d1d5410e66442f630f24435b","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:180bf9162324314a42e402b7abc612d14a24285089219ecd1103db37e4366ca3"},{"path":"onnx/sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fd6222db12ae36153c2e8902a35abaad5be6a6e075255e9a264b60445a3f0375"},{"path":"onnx/special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9fa5b9c7e29a2e66d32dac0e33607997a57a9a2f67dde84085b38dfdacd32a8b"},{"path":"onnx/tokenizer.json","role":"tokenizer","sizeBytes":17082821,"sha256":"sha256:6710678b12670bc442b99edc952c4d996ae309a7020c1fa0096dd245c2faf790","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:d70d327c8e8af1e172b0436b09ba1215425662354c75d11ee705563860f7b52d"},{"path":"onnx/tokenizer_config.json","role":"config","sizeBytes":1173,"sha256":"sha256:7e4c1cc848840aeccdd763458c18dd525eb0f795c992e00ebe9c28554e7db2d4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6f4b656f6ff7b14bd11afaba47d88c9d877f4695e91a4187dac5fa051440e0a5"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":54,"sha256":"sha256:eb9b44b13c0f52a3b3685c3b1cbdea1ba8b04bea123b98f61610048940776eb1","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:5033c5251e9c6068f5d0ff1ae676859373eefad7bd849817538a589694dc59f4"},{"path":"sentencepiece.bpe.model","role":"support","sizeBytes":5069051,"sha256":"sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:3b90bf326f93f9736a27db97dc9fbb3edd7e4dc175c7efd8b30b9daea106eb0b"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":964,"sha256":"sha256:8c785abebea9ae3257b61681b4e6fd8365ceafde980c21970d001e834cf10835","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:febe1aae7062dbd64362da98cef8b690710fb0b5568ff683866e5cb804ad3a15"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":17098108,"sha256":"sha256:21106b6d7dab2952c1d496fb21d5dc9db75c28ed361a05f5020bbba27810dd08","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:dcc8a47ce0cc16b3da8812a15beafbf0784078609eb32c7422fb9ca6492a13bc"},{"path":"tokenizer_config.json","role":"config","sizeBytes":444,"sha256":"sha256:a62b2b6784f990259fddef5f16388693a8043be4f69179e6a5257eeb3f9abac4","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:e38c81057f80f27d9730af59c0d48608829e9062c9378eb9587a700c161ee8d4"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:329e174d708c4a5541d7b7a218be7b928a5fd31163bcfc2a33e93d0619a24976","representationDigest":"sha256:3f29e106c191b689aa25ef37e96d56dd4199406308db37bb72ed4aea0b9339b5","evidenceSnapshotDigest":"sha256:d5b2c20a785fbaa05442802be2a3943d9604119cd1fe41c76e0dbb2a6cffc954","evaluatedAt":"2026-08-04T09:54:26.945Z","authorityVersion":"sha256:ae5c267f26dc34d2ffb92e217383d7bda92b12c93a5c231c77f74ad79d8632b5","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":16,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":30,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:59:12.520Z","evidence_url":"/api/manifests/hf-model-megavn-bge-m3-embeddings"}},"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":30,"publicDownloadableFileCount":0,"externalFileCount":30,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":false,"bytes":0,"label":"unknown","reason":"upstream file sizes are not indexed yet"},"demand":{"mirrorRequests":0,"upstreamDownloads":29,"upstreamStars":0,"label":"29 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":"megavn/bge-m3-embeddings"},{"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: megavn/bge-m3-embeddings","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":0,"externalFiles":30,"totalFiles":30},"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-megavn-bge-m3-embeddings/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"megavn/bge-m3-embeddings"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T01:59:12.520Z","evidence_url":"/api/manifests/hf-model-megavn-bge-m3-embeddings"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-megavn-bge-m3-embeddings/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-megavn-bge-m3-embeddings","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/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":"megavn/bge-m3-embeddings"},{"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: megavn/bge-m3-embeddings","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":30,"totalFiles":30},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-megavn-bge-m3-embeddings/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-megavn-bge-m3-embeddings","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/distribution"},"supportedClaims":["megavn/bge-m3-embeddings has 0 self-reported, unqualified Hugging Bay community reviews.","megavn/bge-m3-embeddings has 0 self-reported run claims; none qualify verification during limited availability.","megavn/bge-m3-embeddings 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-megavn-bge-m3-embeddings/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-megavn-bge-m3-embeddings"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-megavn-bge-m3-embeddings/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."}}