{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-30T21:30:57.834Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-alphaedge-ai-bge-m3-swe-16384","repo":"alphaedge-ai/bge-m3-swe-16384","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1315206020,"readinessCheckedAt":"2026-10-30T21:21:56.520Z","readinessSource":"projection","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":6,"mirroredBytes":1315206020,"readinessCheckedAt":"2026-10-30T21:21:56.520Z","readinessSource":"projection","degraded":true,"stale":true},"id":"hf-model-alphaedge-ai-bge-m3-swe-16384","owner":"alphaedge-ai","name":"bge-m3-swe-16384","repo":"alphaedge-ai/bge-m3-swe-16384","type":"embedding","summary":"Model from Hugging Face for sentence similarity: alphaedge-ai/bge-m3-swe-16384 · 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":"baseModel","value":"BAAI/bge-m3"},{"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":"mit","status":"recorded"},"lineage":[{"repo":"BAAI/bge-m3","field":"baseModel"}],"parameters":null,"size":{"bytes":1315210413,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"alphaedge-ai","sourceUrl":"https://huggingface.co/alphaedge-ai/bge-m3-swe-16384","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","trimmed","sentence-similarity","swe","dataset:lbourdois/fineweb-2-trimming","arxiv:2402.03216","base_model:baai/bge-m3","base_model:quantized:baai/bge-m3","license:mit","text-embeddings-inference","endpoints_compatible","region:us","embedding","lbourdois/fineweb-2-trimming","baai/bge-m3"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors"],"baseModel":"BAAI/bge-m3","derivedFrom":"BAAI/bge-m3","cardMetadata":{"source":"huggingface-cardData","license":"mit","metrics":[],"datasets":["lbourdois/fineweb-2-trimming"],"paperIds":["2402.03216"],"repoType":"model","baseModel":"BAAI/bge-m3","languages":["swe"],"sourceUrl":"https://huggingface.co/alphaedge-ai/bge-m3-swe-16384","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model swe lbourdois/fineweb-2-trimming baai/bge-m3 safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","swe","lbourdois/fineweb-2-trimming","baai/bge-m3","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":191},{"lfs":false,"path":"README.md","sizeBytes":2683},{"lfs":false,"path":"config.json","sizeBytes":799},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":123},{"lfs":true,"path":"model.safetensors","sizeBytes":1314164504},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"tokenizer.json","sizeBytes":1039858},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":387}],"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":1315210413,"sizeKnown":true,"sizeLabel":"1.2 GB","sizeReason":"","declaredSizeBytes":1315210413,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":85,"stars":0,"citations":0,"updatedAt":"2026-09-24T14:18:33.428Z","createdAt":"2026-09-24T14:13:13.163Z","version":"hf-main","upstream":{"gated":false,"repoId":"alphaedge-ai/bge-m3-swe-16384","private":false,"repoUrl":"https://huggingface.co/alphaedge-ai/bge-m3-swe-16384","disabled":false,"provider":"huggingface","repoType":"model","revision":"012504b8051f4b86b0bb16d8faa37980ef888b00","fetchedAt":"2026-09-24T14:13:13.158Z","importMode":"external-catalog","licenseRaw":"mit"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T14:18:33.428Z","mirroredBy":"mirror-batch-worker","totalFiles":9,"hostedFiles":6,"mirroredBytes":1315206020,"mirroredFiles":6,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_3fa92d4cda66c63b9921ea7fbb7bdbb0da533a4217ae28190763b381c50bf2f7","artifactId":"hf-model-alphaedge-ai-bge-m3-swe-16384","representationId":"rep-e2105eab18da0b9893fcecf44af74d5753e3cedebf75f1bb2047721fc9f65b1d","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e2105eab18da0b9893fcecf44af74d5753e3cedebf75f1bb2047721fc9f65b1d","artifactId":"hf-model-alphaedge-ai-bge-m3-swe-16384","format":"safetensors","source":{"provider":"huggingface","identity":"alphaedge-ai/bge-m3-swe-16384","revision":"012504b8051f4b86b0bb16d8faa37980ef888b00","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":799,"sha256":"sha256:d06f3033c4063663daf5d9cf1e08e2a874d4d3c6a3ed05692359c03ff6a53e90","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:7f679c809a742b64e3f774f1c7c116f6677c3aa2d2ada05c02b60fb39aefd706"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":123,"sha256":"sha256:1eef72430e7194a1e59680e635aed81ffa083f05668dbc5bb1c56c04c0999c38","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f8ea72c307efcef86534f663fc7b8043514e21551ba72f10e0a47437935153a5"},{"path":"model.safetensors","role":"weight","sizeBytes":1314164504,"sha256":"sha256:dfea3e7dd3b09b6163dac4b0fb11fcd9c18d32f79f4242d69dd0d3dd7654e94e","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:1a3b1d601545a18c73b0af03136702fe0be7bb1e83c425e42bd5211a9bfa2ce3"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:39ecb575035f2f2b01f8d15e4d4169eca243d1cab5c83cbcb7bfb74631046fde"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":1039858,"sha256":"sha256:f5e03ad157d2316c9842fd42648c5e46e5b96164234acdf5e4692fd0516801e2","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ab1f7a5a965ca538ae0537ee328d15398c9dbdfb9b45ba87ea63b2a9cc811a2e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":387,"sha256":"sha256:eb95689c07013ac6bf4046e4fe039f2c1ce16865ee2696f1215df6b0f0c277e3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:f9592346cab56341b218cf612b2c158b651f23cf3761366959c6821f447de552"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:e9e89623981876dc03830457f4397eb4ed8e9d7905ada2563547a0c88be40d2a","representationDigest":"sha256:cb58b599faca1476cf0c3dd3158dd6db57473ff48dead5a3945ab8066223c2e7","evidenceSnapshotDigest":"sha256:4cddc68a1ee37f92459a73974ded379292d7303ea8755360fdce5cec25c00017","evaluatedAt":"2026-09-24T14:18:33.801Z","authorityVersion":"sha256:804784b087303d26858c03cf230bf50f19d4406eb90fe8dfc6d14f35e4837959","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":6,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":9,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:56.520Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-bge-m3-swe-16384"}},"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":9,"publicDownloadableFileCount":6,"externalFileCount":9,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":1315210413,"label":"1.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":85,"upstreamStars":0,"label":"85 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":"alphaedge-ai/bge-m3-swe-16384"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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: mit","Provenance: alphaedge-ai/bge-m3-swe-16384","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"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-alphaedge-ai-bge-m3-swe-16384/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"alphaedge-ai/bge-m3-swe-16384"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-30T21:21:56.520Z","evidence_url":"/api/manifests/hf-model-alphaedge-ai-bge-m3-swe-16384"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-bge-m3-swe-16384/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-bge-m3-swe-16384","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/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":"alphaedge-ai/bge-m3-swe-16384"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"6/9 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: mit","Provenance: alphaedge-ai/bge-m3-swe-16384","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 6/9 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":6,"externalFiles":3,"totalFiles":9},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-alphaedge-ai-bge-m3-swe-16384/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-bge-m3-swe-16384","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/distribution"},"supportedClaims":["alphaedge-ai/bge-m3-swe-16384 has 0 self-reported, unqualified Hugging Bay community reviews.","alphaedge-ai/bge-m3-swe-16384 has 0 self-reported run claims; none qualify verification during limited availability.","alphaedge-ai/bge-m3-swe-16384 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-alphaedge-ai-bge-m3-swe-16384/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-alphaedge-ai-bge-m3-swe-16384"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-alphaedge-ai-bge-m3-swe-16384/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."}}