{"id":"hf-model-jaredpalmer-kev-0-5b","name":"kev-0.5b","tags":["huggingface-import","external-catalog","model","apache-2.0","peft","safetensors","decision-model","calibration","lora","multiple-choice","typesafe","prototype","text-classification","en","dataset:legacy-datasets/banking77","dataset:google/boolq","dataset:fancyzhx/ag_news","dataset:nyu-mll/multi_nli","dataset:setfit/sst5","dataset:yelp/yelp_review_full","base_model:qwen/qwen2.5-0.5b","base_model:adapter:qwen/qwen2.5-0.5b","license:apache-2.0","model-index"],"task":"text-classification","type":"llm","evals":[{"task":"typed decision (choice / noul / score)","score":"0.799","metric":"accuracy","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"},{"task":"typed decision (choice / noul / score)","score":"0.065","metric":"ECE (10 bins)","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"},{"task":"typed decision (choice / noul / score)","score":"0.031","metric":"ECE after temperature scaling (T=1.47)","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"}],"owner":"jaredpalmer","stars":59,"formats":["gitattributes","md","json","safetensors","pt","txt","log"],"hosting":{"status":"hosted","totalFiles":20,"hostedFiles":7,"mirroredBytes":37106426,"mirroredFiles":7,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":7,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for text classification: jaredpalmer/kev-0.5b · peft","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"jaredpalmer/kev-0.5b","private":false,"repoUrl":"https://huggingface.co/jaredpalmer/kev-0.5b","disabled":false,"provider":"huggingface","repoType":"model","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd","fetchedAt":"2026-09-30T03:09:12.394Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"9ce2fd3","version":"hf-main","releasedAt":"2026-09-20T23:49:07.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"baseModel":"Qwen/Qwen2.5-0.5B","citations":0,"createdAt":"2026-09-22T03:09:18.644Z","fileCount":20,"framework":"peft","publisher":"jaredpalmer","sizeBytes":52979799,"sourceUrl":"https://huggingface.co/jaredpalmer/kev-0.5b","updatedAt":"2026-09-20T23:49:07.000Z","scanStatus":"pending","visibility":"public","derivedFrom":"Qwen/Qwen2.5-0.5B","description":"External Hugging Face catalog record for jaredpalmer/kev-0.5b. Task: text classification. Library: peft. Languages: en. Datasets referenced by card metadata: legacy-datasets/banking77, google/boolq, fancyzhx/ag_news, nyu-mll/multi_nli, SetFit/sst5, Yelp/yelp_review_full. Base model: Qwen/Qwen2.5-0.5B. Includes 3 model-card evaluation signals. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-09-22T18:59:52.065Z.","Open license detected as apache-2.0.","Model-index metadata found for Kev-0.5B.","Model card references dataset context: legacy-datasets/banking77, google/boolq, fancyzhx/ag_news, nyu-mll/multi_nli.","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":["accuracy","expected_calibration_error","nll"],"datasets":["legacy-datasets/banking77","google/boolq","fancyzhx/ag_news","nyu-mll/multi_nli","SetFit/sst5","Yelp/yelp_review_full"],"paperIds":[],"repoType":"model","baseModel":"Qwen/Qwen2.5-0.5B","languages":["en"],"sourceUrl":"https://huggingface.co/jaredpalmer/kev-0.5b","evalResults":[{"task":"typed decision (choice / noul / score)","score":"0.799","metric":"accuracy","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"},{"task":"typed decision (choice / noul / score)","score":"0.065","metric":"ECE (10 bins)","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"},{"task":"typed decision (choice / noul / score)","score":"0.031","metric":"ECE after temperature scaling (T=1.47)","verified":false,"benchmark":"held-out split of the six training sources (1,350 questions)"}],"libraryName":"peft","pipelineTag":"text-classification","cardDataKeys":["base_model","base_model_relation","datasets","language","library_name","license","metrics","model-index","pipeline_tag","tags"],"semanticText":"text-classification peft llm model en legacy-datasets/banking77 google/boolq fancyzhx/ag_news nyu-mll/multi_nli setfit/sst5 yelp/yelp_review_full accuracy expected_calibration_error nll qwen/qwen2.5-0.5b kev-0.5b safetensors","semanticTerms":["text-classification","peft","llm","model","en","legacy-datasets/banking77","google/boolq","fancyzhx/ag_news","nyu-mll/multi_nli","setfit/sst5","yelp/yelp_review_full","accuracy","expected_calibration_error","nll","qwen/qwen2.5-0.5b","kev-0.5b","safetensors"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":0},{"lfs":false,"path":"README.md","sizeBytes":0},{"lfs":false,"path":"adapter_config.json","sizeBytes":0},{"lfs":false,"path":"adapter_model.safetensors","sizeBytes":0},{"lfs":false,"path":"added_tokens.json","sizeBytes":0},{"lfs":false,"path":"eval.json","sizeBytes":0},{"lfs":false,"path":"head.pt","sizeBytes":0},{"lfs":false,"path":"merges.txt","sizeBytes":0},{"lfs":false,"path":"special_tokens_map.json","sizeBytes":0},{"lfs":false,"path":"tokenizer.json","sizeBytes":0},{"lfs":false,"path":"tokenizer_config.json","sizeBytes":0},{"lfs":false,"path":"train.log","sizeBytes":0},{"lfs":false,"path":"vocab.json","sizeBytes":0}],"modelIndexNames":["Kev-0.5B"]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":778,"hostedFileCount":7,"cardCompleteness":96,"externalFileCount":13,"verificationStatus":"pending","requestedVisibility":"public","repo":"jaredpalmer/kev-0.5b","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":1570,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"52373fe24473b1aa44333d318f578ae6bf04b49b","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_486b573c13e663abc112a2f2c87a69c8512a32cfa87749789aff5250aa625010","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_486b573c13e663abc112a2f2c87a69c8512a32cfa87749789aff5250aa625010","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":12454,"storageSizeBytes":12454,"format":"md","sha256":"cfedf934e5a13727a471342229198faca5d71fdf0cdef4de11cf69f7905cb03a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"5269261f109a4a7596efd960a5996e4d4963bcf1","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_486b573c13e663abc112a2f2c87a69c8512a32cfa87749789aff5250aa625010","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_486b573c13e663abc112a2f2c87a69c8512a32cfa87749789aff5250aa625010","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/README.md","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_dc12dc95edfd2e8f7e86053aa415bfac459ef7a8b8418b41d424f679b23ee8a4","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_dc12dc95edfd2e8f7e86053aa415bfac459ef7a8b8418b41d424f679b23ee8a4","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"adapter_config.json","sizeBytes":1286,"storageSizeBytes":1286,"format":"json","sha256":"f7eff412dd2bbc91eed95ace6c7be9820c15444feee1b0410ede565a58acf9c0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"1ad3bae61fedf591bdec4e540b53f8652405cf8e","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_dc12dc95edfd2e8f7e86053aa415bfac459ef7a8b8418b41d424f679b23ee8a4","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_dc12dc95edfd2e8f7e86053aa415bfac459ef7a8b8418b41d424f679b23ee8a4","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/adapter_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e8943abfe41d933d888b561e269bb0daed0a7d518834ac74a3312e4f65138e02","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_e8943abfe41d933d888b561e269bb0daed0a7d518834ac74a3312e4f65138e02","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"adapter_model.safetensors","sizeBytes":35235088,"storageSizeBytes":35235088,"format":"safetensors","sha256":"04facd5e97cebce2f00c6525136ff21ac96623c3a9e44b4c590e138dd7587318","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"04facd5e97cebce2f00c6525136ff21ac96623c3a9e44b4c590e138dd7587318","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e8943abfe41d933d888b561e269bb0daed0a7d518834ac74a3312e4f65138e02","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_e8943abfe41d933d888b561e269bb0daed0a7d518834ac74a3312e4f65138e02","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/adapter_model.safetensors","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"path":"added_tokens.json","risk":"low","format":"json","sha256":"58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","sizeBytes":605,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"482ced4679301bf287ebb310bdd1790eb4514232","externalUrl":null,"downloadPolicy":"unavailable","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for jaredpalmer/kev-0.5b","observed":{"kind":"git-blob","gitOid":"482ced4679301bf287ebb310bdd1790eb4514232","sha256":"58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","sizeBytes":605,"externalOid":"482ced4679301bf287ebb310bdd1790eb4514232"},"upstream":{"path":"added_tokens.json","repoId":"jaredpalmer/kev-0.5b","provider":"huggingface","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd"},"planDigest":"sha256:460386d4269f5303eec2cf9f2f562dd03543991c2b48fb8ca13101af4ced8f4a","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:28b73dd5784e103d8e68b3d99c8858818668e8e9e58120a5cb31c7f86e7e90bc","observationId":"packet-observation-d7d99d2b834f48a9436b10314d85792f477af81ab3873f79012b3b8da3147094","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:2360b9adb4cb187630bdcc258dc3e3493d148e6348a3ffa73f1f3a2b67cf46c9"},"storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_1a6173b87d5b957d8de1cec29ccc7f3ba0a9c317eefeb93c9203fa3d479c5ced","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_1a6173b87d5b957d8de1cec29ccc7f3ba0a9c317eefeb93c9203fa3d479c5ced","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"eval.json","sizeBytes":4506,"storageSizeBytes":4506,"format":"json","sha256":"4eca63b3811b9dadd200df3550d6e0b9e2e0afa06272d5ce6441ed2aca9180f2","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8f1088f080b5aaffbf081cda8b65bff765993966","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_1a6173b87d5b957d8de1cec29ccc7f3ba0a9c317eefeb93c9203fa3d479c5ced","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_1a6173b87d5b957d8de1cec29ccc7f3ba0a9c317eefeb93c9203fa3d479c5ced","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/eval.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_adaf4881498718442b1c5eb38495f270c37f468bcd2349ef063db30d12148e15","policyDigest":"sha256:31026038efafa7fcbffab6049903beaec2cf614f708cdc0b05347067bf68cdf7","publicationId":"hbeol_adaf4881498718442b1c5eb38495f270c37f468bcd2349ef063db30d12148e15","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"head.pt","sizeBytes":1839295,"storageSizeBytes":1839295,"format":"pt","sha256":"0d59bd4608e38f32b4f86c85eb29e8187e14f2117ca99fe765e799b290c52a66","risk":"medium","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"0d59bd4608e38f32b4f86c85eb29e8187e14f2117ca99fe765e799b290c52a66","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_adaf4881498718442b1c5eb38495f270c37f468bcd2349ef063db30d12148e15","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:31026038efafa7fcbffab6049903beaec2cf614f708cdc0b05347067bf68cdf7","existingObjectRegistrationId":"hbeoa_adaf4881498718442b1c5eb38495f270c37f468bcd2349ef063db30d12148e15","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/head.pt","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"path":"merges.txt","risk":"low","format":"txt","sha256":"","lfsSha256":"","sizeBytes":1671853,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"31349551d90c7606f325fe0f11bbb8bd5fa0d7c7","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"},{"path":"special_tokens_map.json","risk":"low","format":"json","sha256":"6676f091c8bc4d1b50146427cfde92073402866b87b6e39223227931b70083e9","sizeBytes":616,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"17305b3603dfb19ccc0f658ec2cd2cd3adff4a58","externalUrl":null,"downloadPolicy":"unavailable","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for jaredpalmer/kev-0.5b","observed":{"kind":"git-blob","gitOid":"17305b3603dfb19ccc0f658ec2cd2cd3adff4a58","sha256":"6676f091c8bc4d1b50146427cfde92073402866b87b6e39223227931b70083e9","sizeBytes":616,"externalOid":"17305b3603dfb19ccc0f658ec2cd2cd3adff4a58"},"upstream":{"path":"special_tokens_map.json","repoId":"jaredpalmer/kev-0.5b","provider":"huggingface","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd"},"planDigest":"sha256:460386d4269f5303eec2cf9f2f562dd03543991c2b48fb8ca13101af4ced8f4a","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:28b73dd5784e103d8e68b3d99c8858818668e8e9e58120a5cb31c7f86e7e90bc","observationId":"packet-observation-d7d99d2b834f48a9436b10314d85792f477af81ab3873f79012b3b8da3147094","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:2360b9adb4cb187630bdcc258dc3e3493d148e6348a3ffa73f1f3a2b67cf46c9"},"storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"},{"path":"tokenizer.json","risk":"low","format":"json","sha256":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","lfsSha256":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","sizeBytes":11421896,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","externalUrl":null,"downloadPolicy":"unavailable","sha256Provenance":{"actor":"claude-operator","reason":"cohort hydration for jaredpalmer/kev-0.5b","observed":{"kind":"hf-lfs","gitOid":"51ebb3ba93988c73bbd83a3c163a14343fbc5b06","sha256":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","sizeBytes":11421896,"externalOid":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa"},"upstream":{"path":"tokenizer.json","repoId":"jaredpalmer/kev-0.5b","provider":"huggingface","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd"},"planDigest":"sha256:460386d4269f5303eec2cf9f2f562dd03543991c2b48fb8ca13101af4ced8f4a","sourceType":"independently-observed-by-hugging-bay","packetDigest":"sha256:28b73dd5784e103d8e68b3d99c8858818668e8e9e58120a5cb31c7f86e7e90bc","observationId":"packet-observation-d7d99d2b834f48a9436b10314d85792f477af81ab3873f79012b3b8da3147094","schemaVersion":"hugging-bay.exact-packet-file-provenance.v1","selectedFilesDigest":"sha256:2360b9adb4cb187630bdcc258dc3e3493d148e6348a3ffa73f1f3a2b67cf46c9"},"storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2926fca202210c8eacd717ab1575f5c1c66ae8a6b2e9511853dcaf12c1db394f","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_2926fca202210c8eacd717ab1575f5c1c66ae8a6b2e9511853dcaf12c1db394f","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"tokenizer_config.json","sizeBytes":4689,"storageSizeBytes":4689,"format":"json","sha256":"60f6e7bc948cedd377a20f01d022ef664d026fbc93d72e0a9bdac233f8632181","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"30ed219c7539f992cfbc59160e14a6ff06534aa9","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2926fca202210c8eacd717ab1575f5c1c66ae8a6b2e9511853dcaf12c1db394f","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_2926fca202210c8eacd717ab1575f5c1c66ae8a6b2e9511853dcaf12c1db394f","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/tokenizer_config.json","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_3db8e3e44d0fdf817ea1903fd8a2cdccc1ff5917db287a2e406d4336c0cb80db","policyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","publicationId":"hbeol_3db8e3e44d0fdf817ea1903fd8a2cdccc1ff5917db287a2e406d4336c0cb80db","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"train.log","sizeBytes":9108,"storageSizeBytes":9108,"format":"log","sha256":"e06bce9042300bb7e30754578b24f523b68255955e44b1dbe507d29a7fc36721","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"87ce402566d948808e44840c6d17b681b3fe370c","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_3db8e3e44d0fdf817ea1903fd8a2cdccc1ff5917db287a2e406d4336c0cb80db","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:1efb28ab411c2beeeaac0bf031b5705eab9f2c0fe1b6431a8802ec04a794f219","existingObjectRegistrationId":"hbeoa_3db8e3e44d0fdf817ea1903fd8a2cdccc1ff5917db287a2e406d4336c0cb80db","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/train.log","readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"signed"},{"path":"vocab.json","risk":"low","format":"json","sha256":"","lfsSha256":"","sizeBytes":2776833,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"4783fe10ac3adce15ac8f358ef5462739852c569","externalUrl":null,"downloadPolicy":"unavailable","storageProvider":"","selectedRepresentationId":"","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"hosted":false,"downloadAuthorized":false,"downloadable":false,"downloadUrl":null,"landingUrl":null,"hostedDownloadUrl":null,"verifiedDownloadUrl":null,"download_url":null,"directDownloadUrl":null,"hostedWeightUrl":null,"weightUrl":null,"manifestUrl":null,"manifestKeyUrl":null,"torrentUrl":null,"magnetUrl":null,"magnetUri":null,"torrent":null,"magnet":null,"localKitUrl":null,"localKitApiUrl":null,"citationUrl":null,"downloadPlanUrl":null,"downloadableFilesUrl":null,"hostedDownloadsUrl":null,"peerFallbacks":[],"tools":[],"toolCommands":[],"hostingStatus":"blocked","readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"},"signature_state":"unsigned"}],"communityReviewSummary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"quarantined-untrusted-evidence","verificationTrustImpact":"none","helpfulCount":0,"reportCount":0,"reportedReviews":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"toolCounts":{},"categoryAverages":{},"categoryCounts":{},"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"recent":[]},"publicDownloadableFileCount":7,"publicFileCount":20,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-29T05:52:13.409Z","listedFileLowerBound":13,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":52979799,"label":"50.5 MB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":778,"upstreamStars":59,"label":"778 upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"unknown","label":"Unknown","qualification":"recorded-state-file-downloads-only","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"jaredpalmer/kev-0.5b"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"7/20 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: jaredpalmer/kev-0.5b","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 7/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":7,"externalFiles":13,"totalFiles":20},"action":{"id":"request-mirror","label":"Request a complete representation","detail":"Capture demand for a reviewed, immutable representation with complete selected bytes.","href":"/artifact/hf-model-jaredpalmer-kev-0-5b/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":7,"totalFiles":13,"externalFiles":6,"hostedBytes":37106426,"externalBytes":15873373,"lowRiskExternalFiles":6,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":6,"directMirrorExternalBytes":15873373,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":"added_tokens.json","sizeBytes":605,"risk":"low","format":"json"},{"path":"special_tokens_map.json","sizeBytes":616,"risk":"low","format":"json"},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes"},{"path":"merges.txt","sizeBytes":1671853,"risk":"low","format":"txt"},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json"},{"path":"tokenizer.json","sizeBytes":11421896,"risk":"low","format":"json"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":"tokenizer.json","sizeBytes":11421896,"risk":"low","format":"json","overFileCap":false},{"path":"vocab.json","sizeBytes":2776833,"risk":"low","format":"json","overFileCap":false},{"path":"merges.txt","sizeBytes":1671853,"risk":"low","format":"txt","overFileCap":false},{"path":".gitattributes","sizeBytes":1570,"risk":"low","format":"gitattributes","overFileCap":false},{"path":"special_tokens_map.json","sizeBytes":616,"risk":"low","format":"json","overFileCap":false},{"path":"added_tokens.json","sizeBytes":605,"risk":"low","format":"json","overFileCap":false}]},"cardDescription":"Sorts text into categories.","licenseLabel":"apache-2.0","recommendedFile":null,"licenseClarity":{"license":"apache-2.0","commercialUse":"yes","confidence":"high","obligations":["Attribution/notice requirements of the license still apply."],"summary":"Permissive open license: commercial use, modification, and redistribution are permitted.","redistribution":"Keep every copyright, attribution, license, and NOTICE requirement imposed by the exact license text.","notes":"Not legal advice."},"licenseObligationsDigest":null,"licenseUpstreamRecord":{"declaredLicense":"apache-2.0","upstreamLicenseRaw":"apache-2.0","sourceUrl":"https://huggingface.co/jaredpalmer/kev-0.5b","upstream":{"gated":false,"repoId":"jaredpalmer/kev-0.5b","private":false,"repoUrl":"https://huggingface.co/jaredpalmer/kev-0.5b","disabled":false,"provider":"huggingface","repoType":"model","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd","fetchedAt":"2026-09-30T03:09:12.394Z","importMode":"external-catalog","licenseRaw":"apache-2.0","licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"}},"gateStatus":"mirror-exists","downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:53:58.837Z","serveEvaluationId":"serve-fd90473c9afe66107b4d0a9a963ff46effaae2d1b1a3b826c1db0e70915af821","readiness":"ready","downloadReady":true,"mirroredBytes":37106426,"readinessCheckedAt":"2026-10-29T05:53:59.037Z","readinessSource":"file-check","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T05:53:58.837Z","serveEvaluationId":"serve-fd90473c9afe66107b4d0a9a963ff46effaae2d1b1a3b826c1db0e70915af821","readiness":"ready","downloadReady":true,"hostedFileCount":7,"mirroredBytes":37106426,"readinessCheckedAt":"2026-10-29T05:53:58.837Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","commandsAvailable":false,"runReady":false,"attribution":"Hosted · published SHA-256 checksums · https://huggingbay.xyz/artifact/hf-model-jaredpalmer-kev-0-5b","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."},"hosted":true,"pageFacts":{"id":"hf-model-jaredpalmer-kev-0-5b","repo":"jaredpalmer/kev-0.5b","type":"llm","purpose":"open-weights language model for text classification","license":{"id":"apache-2.0","label":"apache-2.0","state":"known","url":"https://spdx.org/licenses/Apache-2.0.html","source":"spdx","hostedFile":false,"commercialUse":"yes","terms":"Permissive open license: commercial use, modification, and redistribution are permitted."},"task":{"id":"text-classification","label":"text classification"},"size":{"bytes":52979799,"label":"53 MB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":false,"hostedBytes":0,"hostedLabel":"size unknown","hostedSummary":"at least 7 listed files; full count and size unknown","hostedIsSubset":false,"downloadBytes":0,"downloadLabel":"","recommended":null,"parameters":{"totalB":0.5,"activeB":null,"label":"500M","activeLabel":"","source":"repo-name"},"sentence":"jaredpalmer/kev-0.5b has 500M parameters. Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 53 MB."},"files":{"hosted":7,"total":20,"label":"7 hosted of 20 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-jaredpalmer-kev-0-5b","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:9cbd210f3e591e4f9c857c5fe3f566c003b0a7ca677c84bebfb2978633456803","value":"1aIvOfvsQ8c90CWBEv9fnV0DentJsRdgZKoaaG92VxLXklPrxRM12zyZybBxsfzLzow8vgMxCYXcUnL3GpCHDw","signed_at":"2026-10-29T05:53:58.838Z","public_key_url":"/api/keys/manifest-signing","payload":"canonical-json:manifest-excluding-signature-and-generated_at","canonical_encoding":"rfc8785","canonical_excludes":["signature","generated_at","manifest_digest","serveEvaluatedAt","serveEvaluationId","serveExplanation","readinessCheckedAt","obtainReady","serveVerdict","reason","reasonCodes"]}},"download":{"status":"hosted","label":"Download here (7 hosted files)","url":"/artifact/hf-model-jaredpalmer-kev-0-5b/files"},"released":{"iso":"2026-09-22","label":"Sep 22, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-09-20","label":"Sep 20, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/jaredpalmer/kev-0.5b","repoId":"jaredpalmer/kev-0.5b"},"languages":["en"],"baseModel":{"ref":"Qwen/Qwen2.5-0.5B","url":"https://huggingface.co/Qwen/Qwen2.5-0.5B","resolveUrl":"/resolve?q=Qwen%2FQwen2.5-0.5B"},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/jaredpalmer/kev-0.5b"],"creator":{"@type":"Organization","name":"jaredpalmer","url":"https://huggingface.co/jaredpalmer","sameAs":["https://huggingface.co/jaredpalmer"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is jaredpalmer/kev-0.5b?","answer":"jaredpalmer/kev-0.5b is an open-weights language model for text classification published by jaredpalmer, added to Hugging Bay Sep 22, 2026. Model from Hugging Face for text classification: jaredpalmer/kev-0.5b · peft"},{"id":"license","question":"What license does jaredpalmer/kev-0.5b use, and can I use it commercially?","answer":"It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted."},{"id":"size","question":"How big is jaredpalmer/kev-0.5b?","answer":"jaredpalmer/kev-0.5b has 500M parameters. Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 53 MB."},{"id":"download","question":"Where can I download jaredpalmer/kev-0.5b?","answer":"Hosted here: at least 7 listed files; full count and size unknown. Full repo upstream: 53 MB. The original release is at https://huggingface.co/jaredpalmer/kev-0.5b."},{"id":"safety","question":"Has jaredpalmer/kev-0.5b been scanned for unsafe files?","answer":"Source scan status: pending. A scan checks the files for known-bad signatures; it does not mean the model is safe. 7 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-jaredpalmer-kev-0-5b/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will jaredpalmer/kev-0.5b run on my computer?","answer":"We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked."}],"modelAnswer":null,"modelRecipeReceipt":null},"guidedDownloadCard":{"schemaVersion":"hugging-bay.guided-download-card/v2","artifactId":"hf-model-jaredpalmer-kev-0-5b","repo":"jaredpalmer/kev-0.5b","serveState":"READY","downloadReady":true,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":null,"noHostedWeights":true,"notSingleFile":false,"download":{"available":false,"url":null},"otherFiles":[{"path":".gitattributes","fileName":".gitattributes","sha256":"","sizeLabel":"1.57 KB","downloadUrl":null},{"path":"README.md","fileName":"README.md","sha256":"cfedf934e5a13727a471342229198faca5d71fdf0cdef4de11cf69f7905cb03a","sizeLabel":"12.5 KB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/README.md"},{"path":"adapter_config.json","fileName":"adapter_config.json","sha256":"f7eff412dd2bbc91eed95ace6c7be9820c15444feee1b0410ede565a58acf9c0","sizeLabel":"1.29 KB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/adapter_config.json"},{"path":"adapter_model.safetensors","fileName":"adapter_model.safetensors","sha256":"04facd5e97cebce2f00c6525136ff21ac96623c3a9e44b4c590e138dd7587318","sizeLabel":"35.2 MB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/adapter_model.safetensors"},{"path":"added_tokens.json","fileName":"added_tokens.json","sha256":"58b54bbe36fc752f79a24a271ef66a0a0830054b4dfad94bde757d851968060b","sizeLabel":"605 bytes","downloadUrl":null},{"path":"eval.json","fileName":"eval.json","sha256":"4eca63b3811b9dadd200df3550d6e0b9e2e0afa06272d5ce6441ed2aca9180f2","sizeLabel":"4.51 KB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/eval.json"},{"path":"head.pt","fileName":"head.pt","sha256":"0d59bd4608e38f32b4f86c85eb29e8187e14f2117ca99fe765e799b290c52a66","sizeLabel":"1.84 MB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/head.pt"},{"path":"merges.txt","fileName":"merges.txt","sha256":"","sizeLabel":"1.67 MB","downloadUrl":null},{"path":"special_tokens_map.json","fileName":"special_tokens_map.json","sha256":"6676f091c8bc4d1b50146427cfde92073402866b87b6e39223227931b70083e9","sizeLabel":"616 bytes","downloadUrl":null},{"path":"tokenizer.json","fileName":"tokenizer.json","sha256":"9c5ae00e602b8860cbd784ba82a8aa14e8feecec692e7076590d014d7b7fdafa","sizeLabel":"11.4 MB","downloadUrl":null},{"path":"tokenizer_config.json","fileName":"tokenizer_config.json","sha256":"60f6e7bc948cedd377a20f01d022ef664d026fbc93d72e0a9bdac233f8632181","sizeLabel":"4.69 KB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/tokenizer_config.json"},{"path":"train.log","fileName":"train.log","sha256":"e06bce9042300bb7e30754578b24f523b68255955e44b1dbe507d29a7fc36721","sizeLabel":"9.11 KB","downloadUrl":"/api/downloads/hf-model-jaredpalmer-kev-0-5b/train.log"},{"path":"vocab.json","fileName":"vocab.json","sha256":"","sizeLabel":"2.78 MB","downloadUrl":null}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"not-hosted-here-yet","message":"Weights not hosted yet"},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":7,"totalFiles":20},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-10-29T05:53:59.043Z","readiness":"ready","downloadable":true,"downloadStatus":"READY","hostedFileCount":7,"mirroredBytes":37106426,"readinessCheckedAt":"2026-10-29T05:53:59.044Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":true,"hostingStatus":"hosted","publicDownloadableFileCount":7,"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-10-29T05:53:59.044Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"}},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model as an add-on for sorting text into categories.","confidence":"medium","task":"text-classification","audience":null,"basis":"recorded-metadata","rules":["task:text-classification","form:adapter"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"Qwen/Qwen2.5-0.5B"},{"field":"files","value":"adapter_config.json"},{"field":"task","value":"text-classification"},{"field":"cardMetadata.pipelineTag","value":"text-classification"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs","requires-compatible-base-model"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"Qwen/Qwen2.5-0.5B","field":"baseModel"}],"parameters":null,"size":{"bytes":52979799,"scope":"repository","field":"sizeBytes"},"form":"adapter","runs":[]}},"runTested":false,"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"jaredpalmer/kev-0.5b"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-jaredpalmer-kev-0-5b","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-jaredpalmer-kev-0-5b","revision":"9ce2fd39db3a397c89733f94af948e3d1fdfffcd","claim":"estimated_physical_memory_capacity","runnableAuthority":false,"representations":[],"reason":"admitted_memory_inputs_unavailable"},"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":"2026-10-29T05:53:59.037Z","evidence_url":"/api/manifests/hf-model-jaredpalmer-kev-0-5b"}}