{"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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":4265498337,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":4265498337,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","readinessSource":"file-check","degraded":false,"stale":false},"generatedAt":"2026-10-30T02:41:38.853Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":4265498337,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":4265498337,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","readinessSource":"file-check","degraded":false,"stale":false},"id":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","cardDescription":"Ranks search results by how closely they match a query.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for ranking text against a query.","confidence":"medium","task":"text-ranking","audience":null,"basis":"recorded-metadata","rules":["task:text-ranking","tag:ranking"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"reranker"},{"field":"task","value":"text-ranking"},{"field":"cardMetadata.pipelineTag","value":"text-ranking"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":4267769645,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"KaLM-Embedding","sourceUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","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","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"task":"text-ranking","modality":"text","framework":"sentence-transformers","formats":["gitattributes","md","jpg","json","py","safetensors","jsonl","sh"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":["KaLM-Embedding/KaLM-reranker-training-data","KaLM-Embedding/KaLM-embedding-finetuning-data","Shitao/bge-m3-data"],"paperIds":["2606.22807","2506.20923","2501.01028"],"repoType":"model","baseModel":"","languages":["multilingual"],"sourceUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","evalResults":[],"libraryName":"sentence-transformers","pipelineTag":"text-ranking","cardDataKeys":["base_model","datasets","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-ranking sentence-transformers llm model multilingual kalm-embedding/kalm-reranker-training-data kalm-embedding/kalm-embedding-finetuning-data shitao/bge-m3-data safetensors transformers reranker retrieval rag dataset:kalm-embedding/kalm-reranker-training-data dataset:kalm-embedding/kalm-embedding-finetuning-data","semanticTerms":["text-ranking","sentence-transformers","llm","model","multilingual","kalm-embedding/kalm-reranker-training-data","kalm-embedding/kalm-embedding-finetuning-data","shitao/bge-m3-data","safetensors","transformers","reranker","retrieval","rag","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2074},{"lfs":false,"path":"README.md","sizeBytes":23170},{"lfs":true,"path":"assets/ablation.jpg","sizeBytes":244388},{"lfs":true,"path":"assets/beir.jpg","sizeBytes":363657},{"lfs":true,"path":"assets/framework.jpg","sizeBytes":127677},{"lfs":true,"path":"assets/lmeb.jpg","sizeBytes":278498},{"lfs":true,"path":"assets/lmeb_emb.jpg","sizeBytes":174104},{"lfs":true,"path":"assets/miracl.jpg","sizeBytes":347676},{"lfs":true,"path":"assets/template.jpg","sizeBytes":189259},{"lfs":true,"path":"assets/test-time-compute.jpg","sizeBytes":318851},{"lfs":true,"path":"assets/training.jpg","sizeBytes":104759},{"lfs":false,"path":"config.json","sizeBytes":6548},{"lfs":false,"path":"config_sentence_transformers.json","sizeBytes":341},{"lfs":false,"path":"generation_config.json","sizeBytes":190},{"lfs":false,"path":"kalm_cross_encoder.py","sizeBytes":10752},{"lfs":false,"path":"kalm_cross_encoder_config.json","sizeBytes":263},{"lfs":false,"path":"kalm_reranker.py","sizeBytes":11253},{"lfs":false,"path":"kalm_reranker_utils.py","sizeBytes":7603},{"lfs":true,"path":"model.safetensors","sizeBytes":4232105984},{"lfs":false,"path":"modules.json","sizeBytes":115},{"lfs":true,"path":"tokenizer.json","sizeBytes":33384387},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":772},{"lfs":false,"path":"vllm_support/README.md","sizeBytes":7196},{"lfs":false,"path":"vllm_support/examples/call_online_api.py","sizeBytes":109}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":4267769645,"sizeKnown":true,"sizeLabel":"4.0 GB","sizeReason":"","declaredSizeBytes":4267769645,"defaultDownloadBytes":4232105984,"mirrorCount":1,"downloadCount":48,"stars":2,"citations":0,"updatedAt":"2026-09-24T23:43:39.996Z","createdAt":"2026-09-24T23:38:54.441Z","version":"hf-main","upstream":{"gated":false,"repoId":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","private":false,"repoUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","disabled":false,"provider":"huggingface","repoType":"model","revision":"68b74f09ff2ab5df9b9a9a48c812a81aaff8815e","fetchedAt":"2026-09-24T23:38:54.439Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-24T23:43:39.996Z","mirroredBy":"mirror-batch-worker","totalFiles":40,"hostedFiles":7,"mirroredBytes":4265498337,"mirroredFiles":7,"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_55ce8630d88d937ffc68cd9eb62d3d3c2ac8c09dde23bf4f6d6d147ffca57498","artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","representationId":"rep-70561e2fa3be45122a09a74a290500e2cbe5f02bfb314e1b313dc685b90a9cbe","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-70561e2fa3be45122a09a74a290500e2cbe5f02bfb314e1b313dc685b90a9cbe","artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","format":"safetensors","source":{"provider":"huggingface","identity":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","revision":"68b74f09ff2ab5df9b9a9a48c812a81aaff8815e","immutable":true},"files":[{"path":"config.json","role":"config","sizeBytes":6548,"sha256":"sha256:7613057698c8e1f670a2a1b04155c40181f614b5206dceb427dc7fb97f2cf50f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:721d07db73cc8ad703257ed9b6de54a389bd3a8db9fb227c45ab95efcb3be5f8"},{"path":"config_sentence_transformers.json","role":"support","sizeBytes":341,"sha256":"sha256:cc976b42f51468317847c6d5a6ebd1531eeb85c61cf924310d093ee23fec002f","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:efc2c64f1cfabcd3a63c3f54a724a00854040d7e1665415773b2bae7e0cf8d9e"},{"path":"generation_config.json","role":"config","sizeBytes":190,"sha256":"sha256:43e408f6617d77454167c6c345452ba55d5bc145dcde9ed9ec9db59266756d2d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:a5ff2f0acf478bfaef12e2fc771a9e97908263fd6346133627ea281ed5bd45a6"},{"path":"model.safetensors","role":"weight","sizeBytes":4232105984,"sha256":"sha256:b6b46cb756ff6c14a022dbd3f6c8f8de908e0e40431ac656444ba02b0ef7242d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:de07f89e369ce345fefc2712f25e79bb25606351af748bf99b4d378450dc16dd"},{"path":"modules.json","role":"support","sizeBytes":115,"sha256":"sha256:ec2633e5f91d4c924a881ae67fdc592dd422b87822b4e8b3e15cd621bc053053","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:001e766cf4f272a517b6570ea58c5c5a1f0838527749f20db2829be45df2c302"},{"path":"tokenizer.json","role":"tokenizer","sizeBytes":33384387,"sha256":"sha256:f5b325224482ec441ec5fbe2a5ac08c3758e0f9605f6e54368e31f736fcfb01d","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:88c2b0020d2aae2d7069f50200035cda30b4e609b2a6b6300f60c05d30d08c8c"},{"path":"tokenizer_config.json","role":"config","sizeBytes":772,"sha256":"sha256:91605e4321058aa54733deaab787f60ea6a71a64906bd871fe6973216e6001f3","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:4ac5e53be904b52138d9d6e3c635c8a4ac13f6ddd42d3fde6314f46808917080"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:77f8ae24524c50fc865e86f404be8ac9815b33ff0d841810a1ab5afdaa8b90a1","representationDigest":"sha256:e8b256eb1b9d2b77f7fa43ee9391ba5b50640a47c1f436319b7075ad621d3577","evidenceSnapshotDigest":"sha256:becd30b34d1925f2fc7d90ea6445deecbc52af82ec38329c50863aecd3f48719","evaluatedAt":"2026-09-24T23:43:40.261Z","authorityVersion":"sha256:03b5c240ffe62fe642929c5bae3335332729acbd6408059ae2d66cee7f3c8147","invalidatedBy":null,"manifestFinal":true,"downloadable":false,"hosted":true,"hostedFiles":7,"serveAuthority":"live-serve-decision","individuallyHashedFiles":7,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":7,"strictlyDownloadableFiles":7,"strictlyDownloadableHashedFiles":7,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":40,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"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":40,"publicDownloadableFileCount":7,"externalFileCount":40,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":4267769645,"label":"4.0 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":48,"upstreamStars":2,"label":"48 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":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/40 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: KaLM-Embedding/KaLM-Reranker-V1-Small-R2","Scan: passed","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 7/40 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"bytes-complete","hostedFinal":true,"hostedFiles":7,"externalFiles":33,"totalFiles":40},"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-kalm-embedding-kalm-reranker-v1-small-r2/download-plan"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2074,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":23170,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/ablation.jpg","sizeBytes":244388,"format":"jpg","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/beir.jpg","sizeBytes":363657,"format":"jpg","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"assets/framework.jpg","sizeBytes":127677,"format":"jpg","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":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2"}},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"}},"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":7,"readiness":"ready","downloadReady":true,"degraded":false,"stale":false,"serveDecision":{"state":"READY","authority":"live-serve-decision"},"filesUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/files?limit=100","downloadableFilesUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-kalm-embedding-kalm-reranker-v1-small-r2&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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-kalm-embedding-kalm-reranker-v1-small-r2/distribution","rows":[{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"config.json","format":"json","risk":"low","sizeBytes":6548,"storageSizeBytes":6548,"sha256":"7613057698c8e1f670a2a1b04155c40181f614b5206dceb427dc7fb97f2cf50f","byteVerifiedAt":"2026-09-24T23:43:08.650Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/config.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":6548,"readinessCheckedAt":"2026-10-30T02:41:38.847Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":6548,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.847Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"config_sentence_transformers.json","format":"json","risk":"low","sizeBytes":341,"storageSizeBytes":341,"sha256":"cc976b42f51468317847c6d5a6ebd1531eeb85c61cf924310d093ee23fec002f","byteVerifiedAt":"2026-09-24T23:43:08.802Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/config_sentence_transformers.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":341,"readinessCheckedAt":"2026-10-30T02:41:38.847Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":341,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.847Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"generation_config.json","format":"json","risk":"low","sizeBytes":190,"storageSizeBytes":190,"sha256":"43e408f6617d77454167c6c345452ba55d5bc145dcde9ed9ec9db59266756d2d","byteVerifiedAt":"2026-09-24T23:43:08.902Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/generation_config.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":190,"readinessCheckedAt":"2026-10-30T02:41:38.847Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":190,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.847Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"model.safetensors","format":"safetensors","risk":"low","sizeBytes":4232105984,"storageSizeBytes":4232105984,"sha256":"b6b46cb756ff6c14a022dbd3f6c8f8de908e0e40431ac656444ba02b0ef7242d","byteVerifiedAt":"2026-09-24T23:43:38.947Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/model.safetensors","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4232105984,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":4232105984,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"modules.json","format":"json","risk":"low","sizeBytes":115,"storageSizeBytes":115,"sha256":"ec2633e5f91d4c924a881ae67fdc592dd422b87822b4e8b3e15cd621bc053053","byteVerifiedAt":"2026-09-24T23:43:39.076Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/modules.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":115,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":115,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"tokenizer_config.json","format":"json","risk":"low","sizeBytes":772,"storageSizeBytes":772,"sha256":"91605e4321058aa54733deaab787f60ea6a71a64906bd871fe6973216e6001f3","byteVerifiedAt":"2026-09-24T23:43:39.778Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/tokenizer_config.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":772,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":772,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"},{"artifactId":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","visibility":"public","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","type":"llm","task":"text-ranking","modality":"text","tags":["huggingface-import","external-catalog","model","apache-2.0","sentence-transformers","safetensors","t5gemma2","text2text-generation","transformers","reranker","encoder-decoder","fbnl","matryoshka","multilingual","retrieval","rag","text-ranking","dataset:kalm-embedding/kalm-reranker-training-data","dataset:kalm-embedding/kalm-embedding-finetuning-data","dataset:shitao/bge-m3-data","arxiv:2606.22807","arxiv:2506.20923","arxiv:2501.01028","base_model:google/t5gemma-2-1b-1b"],"license":"apache-2.0","upstreamGated":false,"licenseState":"clear","summary":"Model from Hugging Face for text ranking: KaLM-Embedding/KaLM-Reranker-V1-Small-R2 · sentence transformers","baseModel":null,"downloadCount":48,"filePath":"tokenizer.json","format":"json","risk":"low","sizeBytes":33384387,"storageSizeBytes":33384387,"sha256":"f5b325224482ec441ec5fbe2a5ac08c3758e0f9605f6e54368e31f736fcfb01d","byteVerifiedAt":"2026-09-24T23:43:39.619Z","sourceKind":"mirrored-hf","storageProvider":"gcs","hostingStatus":"hosted","hosted":true,"downloadAuthorized":true,"downloadable":true,"downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/tokenizer.json","manifestUrl":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","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":"2026-09-25T00:07:11.249Z","tools":[],"peerFallbacks":[],"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":33384387,"readinessCheckedAt":"2026-10-30T02:41:38.848Z","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":"2026-10-30T02:41:38.714Z","serveEvaluationId":"serve-31c27b7f0c56d38f9fb85d86f4154ff44088a07ff50141c9745ac866e83f9f9b","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":33384387,"readinessCheckedAt":"2026-10-30T02:41:38.714Z","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":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"signature_state":"signed"}]},"upstream":{"provider":"huggingface","repoId":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","repoUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","externalMetadataOnly":false},"decentralizedFallbacks":{"protocol":"bittorrent-magnet-metadata","verifiedCount":0,"pendingReviewCount":0,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/decentralized-fallbacks","reviewQueueUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/distribution","verified":[],"pendingReview":[],"readiness":{"status":"ready-for-reviewed-fallback","ready":true,"reviewRequired":true,"publishActualMagnetOnlyAfterReview":true,"protocol":"bittorrent-magnet-metadata","torrentName":"KaLM-Embedding-KaLM-Reranker-V1-Small-R2","licenseAllowed":true,"sameAsUpstreamRequired":true,"sourceUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/distribution","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/download-plan","requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/decentralized-fallbacks","manifestDigest":"sha256:ecf4d7e28be9b25183f4ddd2b63ff1f241777fea1dd2a16a48f6d3893eca9e1d","fileCount":7,"totalBytes":4265498337,"files":[{"path":"","sizeBytes":6548,"sha256":"7613057698c8e1f670a2a1b04155c40181f614b5206dceb427dc7fb97f2cf50f","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/config.json"},{"path":"","sizeBytes":341,"sha256":"cc976b42f51468317847c6d5a6ebd1531eeb85c61cf924310d093ee23fec002f","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/config_sentence_transformers.json"},{"path":"","sizeBytes":190,"sha256":"43e408f6617d77454167c6c345452ba55d5bc145dcde9ed9ec9db59266756d2d","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/generation_config.json"},{"path":"","sizeBytes":4232105984,"sha256":"b6b46cb756ff6c14a022dbd3f6c8f8de908e0e40431ac656444ba02b0ef7242d","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/model.safetensors"},{"path":"","sizeBytes":115,"sha256":"ec2633e5f91d4c924a881ae67fdc592dd422b87822b4e8b3e15cd621bc053053","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/modules.json"},{"path":"","sizeBytes":772,"sha256":"91605e4321058aa54733deaab787f60ea6a71a64906bd871fe6973216e6001f3","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/tokenizer_config.json"},{"path":"","sizeBytes":33384387,"sha256":"f5b325224482ec441ec5fbe2a5ac08c3758e0f9605f6e54368e31f736fcfb01d","downloadUrl":"/api/downloads/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/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-kalm-embedding-kalm-reranker-v1-small-r2/distribution","submitFallback":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/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/KaLM-Embedding/KaLM-Reranker-V1-Small-R2","useCase":"community resilience fallback"}},"requestHostedMirror":null},"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"peerFallbacks":{"schemaVersion":"hugging-bay.peer-fallbacks.v1","generatedAt":"2026-10-30T02:41:38.856Z","baseUrl":"https://huggingbay.xyz","artifact":{"id":"hf-model-kalm-embedding-kalm-reranker-v1-small-r2","repo":"KaLM-Embedding/KaLM-Reranker-V1-Small-R2","owner":"KaLM-Embedding","name":"KaLM-Reranker-V1-Small-R2","type":"llm","license":"apache-2.0","hostingStatus":"hosted","sourceUrl":"https://huggingface.co/KaLM-Embedding/KaLM-Reranker-V1-Small-R2"},"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":7,"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-kalm-embedding-kalm-reranker-v1-small-r2/peer-fallbacks","distributionUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/distribution","downloadPlanUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/download-plan","hostedDownloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-kalm-embedding-kalm-reranker-v1-small-r2&limit=100","manifestUrl":"https://huggingbay.xyz/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","generatedTorrentUrl":null,"requestUrl":"https://huggingbay.xyz/api/artifacts/hf-model-kalm-embedding-kalm-reranker-v1-small-r2/decentralized-fallbacks","artifactUrl":"https://huggingbay.xyz/artifact/hf-model-kalm-embedding-kalm-reranker-v1-small-r2","releaseUrl":"https://huggingbay.xyz/releases/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"},"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":"2026-10-30T02:41:38.848Z","evidence_url":"/api/manifests/hf-model-kalm-embedding-kalm-reranker-v1-small-r2"}}