{"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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":540913328,"readinessCheckedAt":"2026-10-28T11:44:28.407Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":540913328,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-28T11:44:28.412Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":540913328,"readinessCheckedAt":"2026-10-28T11:44:28.407Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":8,"mirroredBytes":540913328,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-minhthuan77f1-binhdinh-embedding","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · 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":"bkai-foundation-models/vietnamese-bi-encoder"},{"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":"bkai-foundation-models/vietnamese-bi-encoder","field":"baseModel"}],"parameters":null,"size":{"bytes":542067812,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"minhthuan77f1","sourceUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding","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","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"task":"sentence-similarity","modality":"text","framework":"sentence-transformers","formats":["gitattributes","json","md","codes","safetensors","bin","txt"],"baseModel":"bkai-foundation-models/vietnamese-bi-encoder","derivedFrom":"bkai-foundation-models/vietnamese-bi-encoder","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":"bkai-foundation-models/vietnamese-bi-encoder","languages":["vi"],"sourceUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding","evalResults":[{"task":"Information Retrieval","score":"0.5159923568995597","metric":"Cosine Accuracy@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.730082246406912","metric":"Cosine Accuracy@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8017778516241588","metric":"Cosine Accuracy@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.8806180942095206","metric":"Cosine Accuracy@10","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.5159923568995597","metric":"Cosine Precision@1","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.24336074880230402","metric":"Cosine Precision@3","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.16035557032483175","metric":"Cosine Precision@5","verified":false,"benchmark":"dim 768"},{"task":"Information Retrieval","score":"0.08806180942095207","metric":"Cosine Precision@10","verified":false,"benchmark":"dim 768"}],"libraryName":"sentence-transformers","pipelineTag":"sentence-similarity","cardDataKeys":["base_model","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"sentence-similarity sentence-transformers embedding model vi 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 bkai-foundation-models/vietnamese-bi-encoder binhdinh-embedding safetensors","semanticTerms":["sentence-similarity","sentence-transformers","embedding","model","vi","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","bkai-foundation-models/vietnamese-bi-encoder","binhdinh-embedding","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1519},{"lfs":false,"path":"1_Pooling/config.json","sizeBytes":312},{"lfs":false,"path":"README.md","sizeBytes":11959},{"lfs":false,"path":"added_tokens.json","sizeBytes":22},{"lfs":false,"path":"bpe.codes","sizeBytes":1135173},{"lfs":false,"path":"config.json","sizeBytes":751},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":283},{"lfs":true,"path":"model.safetensors","sizeBytes":540015440},{"lfs":false,"path":"modules.json","sizeBytes":229},{"lfs":false,"path":"sentence_bert_config.json","sizeBytes":57},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":1225},{"lfs":true,"path":"training_args.bin","sizeBytes":5521},{"lfs":false,"path":"vocab.txt","sizeBytes":895321}],"modelIndexNames":["binhdinh-embedding"]},"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":542067812,"sizeKnown":true,"sizeLabel":"517.0 MB","sizeReason":"","declaredSizeBytes":542067812,"defaultDownloadBytes":null,"mirrorCount":1,"downloadCount":371,"stars":1,"citations":0,"updatedAt":"2026-09-23T03:33:29.978Z","createdAt":"2026-09-23T03:32:34.365Z","version":"hf-main","upstream":{"gated":false,"repoId":"minhthuan77f1/binhdinh-embedding","private":false,"repoUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding","disabled":false,"provider":"huggingface","repoType":"model","revision":"7306d13ba7414eabcaf535af3cff3246ccf3bffa","fetchedAt":"2026-09-23T03:32:34.363Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-23T03:33:29.978Z","mirroredBy":"mirror-batch-worker","totalFiles":13,"hostedFiles":8,"mirroredBytes":540913328,"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_75694cc37bab6ee02404b4a1601878ce68f0c07237509916b3043e91b8f3f9cc","artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","representationId":"rep-1897860ea58ce370f985976945330fd2674d9d9d742a770cdf125ae0e205046b","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-1897860ea58ce370f985976945330fd2674d9d9d742a770cdf125ae0e205046b","artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","format":"safetensors","source":{"provider":"huggingface","identity":"minhthuan77f1/binhdinh-embedding","revision":"7306d13ba7414eabcaf535af3cff3246ccf3bffa","immutable":true},"files":[{"path":"added_tokens.json","role":"support","sizeBytes":22,"sha256":"sha256:956163bbe8b0625fcc779207447308285eab218ffe0551d3e0deeae5538da326","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:ddf959ed942c31a85ec4362f7d4470f9a3e3029bb136c82d95dd078a495cf4da"},{"path":"config.json","role":"config","sizeBytes":751,"sha256":"sha256:584eca6dd20dca2f31cdd2f20cebed648bdeccb436a6eafa962ec93127bd56c8","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:93019a419ef8b3fdce0e519afe69f25c158388d5ca8cee5e571a162b1d2ac432"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":283,"sha256":"sha256:0cd4765cd3cc38208afb3cd833a3d9589c033742b0f073e0ed76cea3ca2604a6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:70c08a11f1864c6b099117310fee92abf45e63cdff23c93b2187ea1cc2f6a8e9"},{"path":"model.safetensors","role":"weight","sizeBytes":540015440,"sha256":"sha256:acd54ac6c6cbfa701b294491b62f069c93ef56dd2109f70a52991686361d0381","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:15671bcbec3e46a7af205b716e4a154061e61de3d16eb81f7c3d8b7a465a5367"},{"path":"modules.json","role":"support","sizeBytes":229,"sha256":"sha256:8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:9981f2014a7c6d271d714d97f7fefc2ebfd26c8f1388fdd75b944bdbde15fdf1"},{"path":"sentence_bert_config.json","role":"config","sizeBytes":57,"sha256":"sha256:2713ef7170fbb7e99cf4c4d8a1685642b0454b35f606b0f3b3b23b2786bc0c6c","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:6d91d81dc8a686d7567687879356048a1037e447be220f341e6e32355eea473e"},{"path":"tokenizer_config.json","role":"config","sizeBytes":1225,"sha256":"sha256:d57e65ed70e735b0c98806835d9e00d7aefb219095ccefd5aaebb4683cd9c6bf","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4af40ab222a9912423c32b29f3c125abc854359fe5e596609ea0e6403b747333"},{"path":"vocab.txt","role":"tokenizer","sizeBytes":895321,"sha256":"sha256:dffd7543c401fb6567253ae7c3313004532c33d062525250049c616544bad777","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a3120b5f574b2ce9e345a922eab455b542f292b5df1202b897684a2a67f8c0fb"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:906e520d9f2db3c955334729ea5f68f01d66a668dd237ddb5a24817ae34c9206","representationDigest":"sha256:533a70f2f1cb05801c232a5599bab21641df82043fbb16fee9e0c8e7caba413a","evidenceSnapshotDigest":"sha256:1d24a77fafd9970e993bfd938e2909ec3957720cb423cbc16c3a2ce172d7f813","evaluatedAt":"2026-09-23T03:33:30.404Z","authorityVersion":"sha256:0d579af1b4627f36b1a6ba39ae6821876bb8b563f03b92b959dd311ba1bfb62a","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":13,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-28T11:44:28.407Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"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":13,"publicDownloadableFileCount":8,"externalFileCount":13,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":542067812,"label":"517.0 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":371,"upstreamStars":1,"label":"371 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":"minhthuan77f1/binhdinh-embedding"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"8/13 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: minhthuan77f1/binhdinh-embedding","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 8/13 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":8,"externalFiles":5,"totalFiles":13},"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-minhthuan77f1-binhdinh-embedding/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":1519,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"1_Pooling/config.json","sizeBytes":312,"format":"json","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":11959,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"added_tokens.json","sizeBytes":22,"format":"json","risk":"low","downloadPolicy":"capability","sourceKind":"mirrored-upstream"},{"path":"bpe.codes","sizeBytes":1135173,"format":"codes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"minhthuan77f1/binhdinh-embedding"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-28T11:44:28.407Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"}},"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-minhthuan77f1-binhdinh-embedding/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-minhthuan77f1-binhdinh-embedding&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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-minhthuan77f1-binhdinh-embedding/distribution","rows":[{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"added_tokens.json","format":"json","risk":"low","sizeBytes":22,"storageSizeBytes":22,"sha256":"956163bbe8b0625fcc779207447308285eab218ffe0551d3e0deeae5538da326","byteVerifiedAt":"2026-09-23T03:33:26.201Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/added_tokens.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":22,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":22,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"config.json","format":"json","risk":"low","sizeBytes":751,"storageSizeBytes":751,"sha256":"584eca6dd20dca2f31cdd2f20cebed648bdeccb436a6eafa962ec93127bd56c8","byteVerifiedAt":"2026-09-23T03:33:26.312Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/config.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":751,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":751,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"config_sentence_transformers.json","format":"json","risk":"low","sizeBytes":283,"storageSizeBytes":283,"sha256":"0cd4765cd3cc38208afb3cd833a3d9589c033742b0f073e0ed76cea3ca2604a6","byteVerifiedAt":"2026-09-23T03:33:26.420Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/config_sentence_transformers.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":283,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":283,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":540015440,"storageSizeBytes":540015440,"sha256":"acd54ac6c6cbfa701b294491b62f069c93ef56dd2109f70a52991686361d0381","byteVerifiedAt":"2026-09-23T03:33:29.382Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/model.safetensors","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":540015440,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":540015440,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"modules.json","format":"json","risk":"low","sizeBytes":229,"storageSizeBytes":229,"sha256":"8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","byteVerifiedAt":"2026-09-23T03:33:29.465Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/modules.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":229,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":229,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"sentence_bert_config.json","format":"json","risk":"low","sizeBytes":57,"storageSizeBytes":57,"sha256":"2713ef7170fbb7e99cf4c4d8a1685642b0454b35f606b0f3b3b23b2786bc0c6c","byteVerifiedAt":"2026-09-23T03:33:29.556Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/sentence_bert_config.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":57,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":57,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":1225,"storageSizeBytes":1225,"sha256":"d57e65ed70e735b0c98806835d9e00d7aefb219095ccefd5aaebb4683cd9c6bf","byteVerifiedAt":"2026-09-23T03:33:29.658Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1225,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":1225,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"},{"artifactId":"hf-model-minhthuan77f1-binhdinh-embedding","visibility":"public","owner":"minhthuan77f1","name":"binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","type":"embedding","task":"sentence-similarity","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","roberta","sentence-similarity","feature-extraction","dense","generated_from_trainer","dataset_size:100008","loss:matryoshkaloss","loss:multiplenegativesrankingloss","vi","arxiv:1908.10084","arxiv:2205.13147","arxiv:1705.00652","base_model:bkai-foundation-models/vietnamese-bi-encoder","base_model:finetune:bkai-foundation-models/vietnamese-bi-encoder","license:apache-2.0","model-index","endpoints_compatible","region:us"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for sentence similarity: minhthuan77f1/binhdinh-embedding · sentence transformers","baseModel":"bkai-foundation-models/vietnamese-bi-encoder","downloadCount":371,"filePath":"vocab.txt","format":"txt","risk":"low","sizeBytes":895321,"storageSizeBytes":895321,"sha256":"dffd7543c401fb6567253ae7c3313004532c33d062525250049c616544bad777","byteVerifiedAt":"2026-09-23T03:33:29.778Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/vocab.txt","manifestUrl":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","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":"2026-09-23T03:37:10.322Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":895321,"readinessCheckedAt":"2026-10-28T11:44:28.406Z","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":"2026-10-28T11:44:28.270Z","serveEvaluationId":"serve-18b8b9cfc7297d45912a20dd39ab4e317d816fdea28f26183f5985f6b474c54a","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":895321,"readinessCheckedAt":"2026-10-28T11:44:28.270Z","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":"2026-10-28T11:44:28.406Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"minhthuan77f1/binhdinh-embedding","repoUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"minhthuan77f1-binhdinh-embedding","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-minhthuan77f1-binhdinh-embedding","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/decentralized-fallbacks","manifestDigest":"sha256:12585cc9fa529395bcd8a5c918931a85d303f7fd33083ad946024fcdab62f974","fileCount":8,"totalBytes":540913328,"files":[{"path":"","sizeBytes":22,"sha256":"956163bbe8b0625fcc779207447308285eab218ffe0551d3e0deeae5538da326","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/added_tokens.json"},{"path":"","sizeBytes":751,"sha256":"584eca6dd20dca2f31cdd2f20cebed648bdeccb436a6eafa962ec93127bd56c8","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/config.json"},{"path":"","sizeBytes":283,"sha256":"0cd4765cd3cc38208afb3cd833a3d9589c033742b0f073e0ed76cea3ca2604a6","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/config_sentence_transformers.json"},{"path":"","sizeBytes":540015440,"sha256":"acd54ac6c6cbfa701b294491b62f069c93ef56dd2109f70a52991686361d0381","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/model.safetensors"},{"path":"","sizeBytes":229,"sha256":"8f4b264b80206c830bebbdcae377e137925650a433b689343a63bdc9b3145460","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/modules.json"},{"path":"","sizeBytes":57,"sha256":"2713ef7170fbb7e99cf4c4d8a1685642b0454b35f606b0f3b3b23b2786bc0c6c","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/sentence_bert_config.json"},{"path":"","sizeBytes":1225,"sha256":"d57e65ed70e735b0c98806835d9e00d7aefb219095ccefd5aaebb4683cd9c6bf","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/tokenizer_config.json"},{"path":"","sizeBytes":895321,"sha256":"dffd7543c401fb6567253ae7c3313004532c33d062525250049c616544bad777","downloadUrl":"/api/downloads/hf-model-minhthuan77f1-binhdinh-embedding/vocab.txt"}],"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-minhthuan77f1-binhdinh-embedding/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/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/minhthuan77f1/binhdinh-embedding","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":8,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-28T11:44:28.415Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-minhthuan77f1-binhdinh-embedding","repo":"minhthuan77f1/binhdinh-embedding","owner":"minhthuan77f1","name":"binhdinh-embedding","type":"embedding","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/minhthuan77f1/binhdinh-embedding"},"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-minhthuan77f1-binhdinh-embedding/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-minhthuan77f1-binhdinh-embedding&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-minhthuan77f1-binhdinh-embedding/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-minhthuan77f1-binhdinh-embedding","releaseUrl":"https://huggingbay.xyz/releases/hf-model-minhthuan77f1-binhdinh-embedding"},"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":"2026-10-28T11:44:28.407Z","evidence_url":"/api/manifests/hf-model-minhthuan77f1-binhdinh-embedding"}}