{"schemaVersion":"hugging-bay.artifact-distribution.v1","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":438666451,"readinessCheckedAt":"2026-11-01T01:13:20.751Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":438666451,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-11-01T01:13:20.755Z","baseUrl":"https://huggingbay.xyz","artifact":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":438666451,"readinessCheckedAt":"2026-11-01T01:13:20.751Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":438666451,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-joshuapb-fine-tuned-matryoshka-500","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · 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":"BAAI/bge-base-en-v1.5"},{"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":"BAAI/bge-base-en-v1.5","field":"baseModel"}],"parameters":null,"size":{"bytes":438940256,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"joshuapb","sourceUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","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:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","safetensors","txt"],"baseModel":"BAAI/bge-base-en-v1.5","derivedFrom":"BAAI/bge-base-en-v1.5","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","2205.13147","1705.00652"],"repoType":"model","baseModel":"BAAI/bge-base-en-v1.5","languages":["en"],"sourceUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","evalResults":[{"task":"Information Retrieval","score":"0.8802083333333334","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.96875","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.9895833333333334","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"1","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8802083333333334","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.3229166666666667","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.19791666666666666","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.09999999999999999","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.875","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.96875","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"0.9947916666666666","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 512"},{"task":"Information Retrieval","score":"1","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 512"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags","widget"],"semanticText":"sentence-similarity sentence-transformers embedding model en 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 baai/bge-base-en-v1.5 bge base financial matryoshka safetensors text-embeddings-inference","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","en","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","baai/bge-base-en-v1.5","bge base financial matryoshka","safetensors","text-embeddings-inference"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":296},{"lfs":false,"path":"README.md","sizeBytes":40482},{"lfs":false,"path":"config.json","sizeBytes":744},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":201},{"lfs":true,"path":"model.safetensors","sizeBytes":437951328},{"lfs":false,"path":"modules.json","sizeBytes":349},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":52},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":695},{"lfs":false,"path":"tokenizer.json","sizeBytes":711649},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1433},{"lfs":false,"path":"vocab.txt","sizeBytes":231508}],"modelIndexNames":["BGE base Financial Matryoshka"]},"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":438940256,"sizeKnown":true,"sizeLabel":"418.6 MB","sizeReason":"","declaredSizeBytes":438940256,"defaultDownloadBytes":437951328,"mirrorCount":1,"downloadCount":86,"stars":0,"citations":0,"updatedAt":"2026-09-24T12:02:02.818Z","createdAt":"2026-09-24T12:00:36.226Z","version":"hf-main","upstream":{"gated":false,"repoId":"joshuapb/fine-tuned-matryoshka-500","private":false,"repoUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","disabled":false,"provider":"huggingface","repoType":"model","revision":"7b63d2cf6ba3e2291a85b6626d59df5aa4e7adc2","fetchedAt":"2026-09-24T12:00:36.223Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T12:02:02.818Z","mirroredBy":"mirror-batch-worker","totalFiles":12,"hostedFiles":8,"mirroredBytes":438666451,"mirroredFiles":8,"storageProvider":"gcs","hosted":true,"downloadable":true,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":true,"serveAuthority":"live-serve-decision","bytesOnStorage":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_2fea772040f1c3629faec4c9d3872004642b2379cf4641691ea8108cc7597e89","artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","representationId":"rep-e0dc9f0b324f07389fd2dc820930f455d189819ec7e94098c4205d93f71ab83a","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-e0dc9f0b324f07389fd2dc820930f455d189819ec7e94098c4205d93f71ab83a","artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","format":"safetensors","source":{"provider":"huggingface","identity":"joshuapb/fine-tuned-matryoshka-500","revision":"7b63d2cf6ba3e2291a85b6626d59df5aa4e7adc2","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":744,"sha256":"sha256:e0c1c40a9cf2519a4d84713025c56e824a50be0d4ed7ec7595b0c649348cd69d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:012a08675b7c944200b08f4f155b05766fcd7bb82af1dab4e1bf99d3b13309ff"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":201,"sha256":"sha256:0ed2ee7b1c4fd77552772a8fe790b37b1ce389c832ceec8778edb960946b20ed","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:31422ef6ceede106032db63b7f8842b02e6f07782069f26fb1a81f0d05cfa115"},{"path":"model.safetensors","role":"weight","sizeBytes":437951328,"sha256":"sha256:6b9f7fc7e4b030276e7f59dbcd4b900ace97b92902dd41d969b5dc88b9b2e306","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4c94acd7bc34b47d52ffa2c92be561d02cdfebb24b8d3ce469f5bcf472bc9a49"},{"path":"modules.json","role":"support","sizeBytes":349,"sha256":"sha256:84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:942d30e8478ce68c0c904d83ce9a23d99868116d174828e8f8f3ca6027a636d5"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":52,"sha256":"sha256:84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6db29e78ad152eebbaf79748ff014c892343c3b3efddb5766c7a63d02e217f30"},{"path":"special_tokens_map.json","role":"tokenizer","sizeBytes":695,"sha256":"sha256:5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a3bba9ada25ed00ffeb74c6a5246fabe73219a700feb6ce2e38958fb2ab6b9b4"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":711649,"sha256":"sha256:91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:07711d2bdbcf2a906d6fdb699ba6294f2a75f2b8af6f97ffa68c5735bf873536"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1433,"sha256":"sha256:9ca59277519f6e3692c8685e26b94d4afca2d5438deff66483db495e48735810","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:23358529460ddb755f1a33590d7c0d20f4f0acf32a02496799935c39d2a777db"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:c7dd25ceade9fd72f85f6766ca2244d87ecc0bb1d2b6a763224a1e5c453aaee9","representationDigest":"sha256:be5621692fdfece19c3a7b54c1247281d4b386b0ef90362eb0232efb262931c8","evidenceSnapshotDigest":"sha256:6542e05b3fd2d7e683c7eeb7939c4f999b8f29d603ea8e4be9d71c29c3973adb","evaluatedAt":"2026-09-24T12:02:03.267Z","authorityVersion":"sha256:d792f8ea2f558318e68724313b0a73865eab82b02903986d0b32fe7beb9b19cf","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":8,"serveAuthority":"live-serve-decision","individuallyHashedFiles":8,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":8,"strictlyDownloadableFiles":8,"strictlyDownloadableHashedFiles":8,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":12,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-01T01:13:20.751Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"lastKnownAnswer":"Ready to download"},"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":12,"publicDownloadableFileCount":8,"externalFileCount":12,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":438940256,"label":"418.6 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":86,"upstreamStars":0,"label":"86 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":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"joshuapb/fine-tuned-matryoshka-500"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/12 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: apache-2.0","Provenance: joshuapb/fine-tuned-matryoshka-500","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/12 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":4,"totalFiles":12},"action":{"id":"download","label":"Download exact selected bytes","detail":"The selected immutable representation is byte-complete; runtime compatibility is not established.","href":"/api/v1/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":296,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":40482,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"config.json","sizeBytes":744,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"config_sentence_transformers.json","sizeBytes":201,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"joshuapb/fine-tuned-matryoshka-500"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.751Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"}},"policy":{"verifiedHostedFirst":true,"peerFallbacksRequireReview":true,"licenseMirrorAllowed":true,"noGatedPrivateBypass":true,"noUnreviewedMagnetPublication":true,"note":"Hugging Bay is a verified catalog and selective mirror. Peer-assisted fallback metadata is accepted only for review and is published only after source, license, provenance, and safety checks."},"hostedDownloads":{"status":"hosted","hosted":true,"hostedFiles":8,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-joshuapb-fine-tuned-matryoshka-500&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","torrentUrl":null,"magnetUri":null,"torrent":{"status":"unavailable","torrentUrl":null,"magnetUri":null,"reason":"fresh_torrent_generation_unavailable"},"reviewedPeerFallbackReady":true,"reviewedPeerFallbackFiles":0,"reviewedPeerFallbackCount":0,"peerFallbackReadinessUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/distribution","rows":[{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"config.json","format":"json","risk":"low","sizeBytes":744,"storageSizeBytes":744,"sha256":"e0c1c40a9cf2519a4d84713025c56e824a50be0d4ed7ec7595b0c649348cd69d","byteVerifiedAt":"2026-09-24T12:01:59.207Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/config.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":744,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":744,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"config_sentence_transformers.json","format":"json","risk":"low","sizeBytes":201,"storageSizeBytes":201,"sha256":"0ed2ee7b1c4fd77552772a8fe790b37b1ce389c832ceec8778edb960946b20ed","byteVerifiedAt":"2026-09-24T12:01:59.308Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/config_sentence_transformers.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":201,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":201,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":437951328,"storageSizeBytes":437951328,"sha256":"6b9f7fc7e4b030276e7f59dbcd4b900ace97b92902dd41d969b5dc88b9b2e306","byteVerifiedAt":"2026-09-24T12:02:02.129Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/model.safetensors","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":437951328,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":437951328,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"modules.json","format":"json","risk":"low","sizeBytes":349,"storageSizeBytes":349,"sha256":"84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","byteVerifiedAt":"2026-09-24T12:02:02.226Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/modules.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":349,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":349,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"sentence_bert_config.json","format":"json","risk":"low","sizeBytes":52,"storageSizeBytes":52,"sha256":"84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","byteVerifiedAt":"2026-09-24T12:02:02.308Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/sentence_bert_config.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":52,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":52,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"special_tokens_map.json","format":"json","risk":"low","sizeBytes":695,"storageSizeBytes":695,"sha256":"5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","byteVerifiedAt":"2026-09-24T12:02:02.404Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/special_tokens_map.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":695,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":695,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1433,"storageSizeBytes":1433,"sha256":"9ca59277519f6e3692c8685e26b94d4afca2d5438deff66483db495e48735810","byteVerifiedAt":"2026-09-24T12:02:02.603Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1433,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1433,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"},{"artifactId":"hf-model-joshuapb-fine-tuned-matryoshka-500","visibility":"public","owner":"joshuapb","name":"fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","bert","sentence-similarity","feature-extraction","generated_from_trainer","dataset_size:500","loss:matryoshkaloss","loss:multiplenegativesrankingloss","en","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:baai/bge-base-en-v1.5","base_model:finetune:baai/bge-base-en-v1.5","license:apache-2.0","model-index","text-embeddings-inference","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: joshuapb/fine-tuned-matryoshka-500 · sentence transformers","baseModel":"BAAI/bge-base-en-v1.5","downloadCount":86,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":711649,"storageSizeBytes":711649,"sha256":"91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","byteVerifiedAt":"2026-09-24T12:02:02.512Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/tokenizer.json","manifestUrl":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"verified":null,"fileOnly":true,"directDownloadAuthorized":true,"licenseAcceptanceRequired":false,"fileHashAvailable":true,"hashAlgorithm":"sha256","manifestRequired":false,"directDownloadTrustBoundary":"This URL addresses one hosted file with a recorded SHA-256. It does not establish a complete, verified, or runnable bundle.","serveBlocked":false,"servingAuthority":"live-serve-decision"},"updatedAt":"2026-09-24T12:07:10.201Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":711649,"readinessCheckedAt":"2026-11-01T01:13:20.750Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-11-01T01:13:20.622Z","serveEvaluationId":"serve-b729714b1dae4986075b74d75002670f0057285da83ab581d6841ec45583ca38","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":711649,"readinessCheckedAt":"2026-11-01T01:13:20.622Z","readinessSource":"file-check","degraded":false,"stale":false},"downloadPolicy":"capability","displayOnly":false,"authorizationRequired":false,"publicDownloadableFileCount":1,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.750Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"joshuapb/fine-tuned-matryoshka-500","repoUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"joshuapb-fine-tuned-matryoshka-500","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-joshuapb-fine-tuned-matryoshka-500","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/decentralized-fallbacks","manifestDigest":"sha256:eb7d0e4158abed0ce0891e54c4e297e7d33b75c0c96a84115e7c428ef43581e7","fileCount":8,"totalBytes":438666451,"files":[{"path":"","sizeBytes":744,"sha256":"e0c1c40a9cf2519a4d84713025c56e824a50be0d4ed7ec7595b0c649348cd69d","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/config.json"},{"path":"","sizeBytes":201,"sha256":"0ed2ee7b1c4fd77552772a8fe790b37b1ce389c832ceec8778edb960946b20ed","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/config_sentence_transformers.json"},{"path":"","sizeBytes":437951328,"sha256":"6b9f7fc7e4b030276e7f59dbcd4b900ace97b92902dd41d969b5dc88b9b2e306","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/model.safetensors"},{"path":"","sizeBytes":349,"sha256":"84e40c8e006c9b1d6c122e02cba9b02458120b5fb0c87b746c41e0207cf642cf","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/modules.json"},{"path":"","sizeBytes":52,"sha256":"84e39fda68ccbff05bfa723ae9c0e70e23e2ec373b76e0f8c6e71af72a693cbf","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/sentence_bert_config.json"},{"path":"","sizeBytes":695,"sha256":"5d5b662e421ea9fac075174bb0688ee0d9431699900b90662acd44b2a350503a","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/special_tokens_map.json"},{"path":"","sizeBytes":1433,"sha256":"9ca59277519f6e3692c8685e26b94d4afca2d5438deff66483db495e48735810","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/tokenizer_config.json"},{"path":"","sizeBytes":711649,"sha256":"91f1def9b9391fdabe028cd3f3fcc4efd34e5d1f08c3bf2de513ebb5911a1854","downloadUrl":"/api/downloads/hf-model-joshuapb-fine-tuned-matryoshka-500/tokenizer.json"}],"blockers":[],"requiredEvidence":["magnet URI with btih info hash","source URL proving the torrent maps to this public upstream release","SHA-256 or signed manifest evidence for each hosted file","reviewer note confirming license, provenance, scan, and same-as-upstream checks"],"guidance":"This hosted artifact has enough signed hash/provenance metadata for a reviewed torrent or magnet fallback request; submit the magnet for review before publication."}},"recommendedFlow":["Prefer hostedDownloads rows and verify SHA-256/manifest before runtime use.","If a legitimate torrent/magnet already exists for this open artifact, submit it to decentralizedFallbacks.requestUrl for review.","Do not use Hugging Bay to bypass gated, private, removed, or unknown-license sources."],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-joshuapb-fine-tuned-matryoshka-500/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/decentralized-fallbacks","body":{"magnetUri":"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.","sourceUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-11-01T01:13:20.758Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-joshuapb-fine-tuned-matryoshka-500","repo":"joshuapb/fine-tuned-matryoshka-500","owner":"joshuapb","name":"fine-tuned-matryoshka-500","type":"embedding","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/joshuapb/fine-tuned-matryoshka-500"},"policy":{"reviewRequired":true,"noUnreviewedMagnetPublication":true,"noGatedPrivateBypass":true,"hostedHashVerificationRequired":true,"directTorrentGeneration":false,"note":"Hosted torrents are generated only from the exact serving-eligibility authority with full-byte verification. Third-party peer-fallback metadata remains separately review-gated and unreviewed magnets are never published."},"summary":{"hostedFiles":8,"filesWithReviewedFallbacks":0,"reviewedFileFallbacks":0,"reviewedArtifactFallbacks":0,"reviewedFallbacks":0,"reviewedTorrentSources":0,"pendingReviewRequests":0,"ready":false},"readiness":{"state":"unknown","completeRunnable":false,"verified":false,"runReady":false,"reason":"recorded-evaluator-not-integrated"},"verifiedFallbacks":[],"files":[],"pendingReview":[],"actions":{"web":"https://huggingbay.xyz/artifact/hf-model-joshuapb-fine-tuned-matryoshka-500/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-joshuapb-fine-tuned-matryoshka-500&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-joshuapb-fine-tuned-matryoshka-500/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-joshuapb-fine-tuned-matryoshka-500","releaseUrl":"https://huggingbay.xyz/releases/hf-model-joshuapb-fine-tuned-matryoshka-500"},"commands":[],"guidance":["Inspect hosted file hashes separately; they do not establish bundle completeness or runtime readiness.","Peer fallback metadata is informational and does not establish a verified or runnable bundle.","Submit legitimate open-artifact magnet metadata through actions.requestUrl; unreviewed submissions remain hidden."]},"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.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-01T01:13:20.751Z","evidence_url":"/api/manifests/hf-model-joshuapb-fine-tuned-matryoshka-500"}}