{"id":"hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","name":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","tags":["huggingface-import","external-catalog","model","apache-2.0","llama.cpp","gguf","stepfun","step3p7","step-3.7","step-3.7-flash","mtp","speculative-decoding","rocm","vulkan","rocmfpx","fpx3","q3","q3_0_rocmfpx","qualityplus","amd","ryzen-ai-max-395","strix-halo","agentic","tool-calling"],"task":"text-generation","type":"llm","evals":[],"owner":"jcbtc","stars":17,"formats":["gitattributes","md","gguf","png","json","jinja"],"hosting":{"status":"hosted","totalFiles":14,"hostedFiles":13,"mirroredBytes":87800318804,"mirroredFiles":13,"hostedFilesAuthority":"live-serve-decision","hosted":true,"downloadable":true,"readyFileCount":13,"serveAuthority":"live-serve-decision","downloadReady":true},"license":"apache-2.0","summary":"Model from Hugging Face for text generation: jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus · llama.cpp","version":"hf-main","modality":"text","upstream":{"gated":false,"repoId":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","private":false,"repoUrl":"https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","disabled":false,"provider":"huggingface","repoType":"model","revision":"9fe990fce5318dda5c20055af8ae2cf60ac45cd6","fetchedAt":"2026-10-08T18:54:08.929Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:54:08.929Z","revision":"9fe990fce5318dda5c20055af8ae2cf60ac45cd6"},"licenseDeclared":"apache-2.0","mirrorLicensePolicy":"permissive"},"versions":[{"commit":"9fe990f","version":"hf-main","releasedAt":"2026-07-19T00:11:26.000Z","scanStatus":"pending","manifestDigest":"external-not-mirrored"}],"citations":0,"createdAt":"2026-10-08T18:54:08.976Z","fileCount":14,"framework":"llama.cpp","publisher":"jcbtc","sizeBytes":87800318889,"sourceUrl":"https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","updatedAt":"2026-07-19T00:11:26.000Z","scanStatus":"pending","visibility":"public","description":"External Hugging Face catalog record for jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus. Task: text generation. Library: llama.cpp. Languages: en. Files we host have a published SHA-256.","mirrorCount":0,"safetyNotes":["External catalog metadata imported from Hugging Face public API on 2026-10-08T18:54:08.976Z.","Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).","Not locally hosted, mirrored, signed, or rescanned by Hugging Bay."],"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":["en"],"sourceUrl":"https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","evalResults":[],"libraryName":"llama.cpp","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation llama.cpp llm model en gguf agentic base_model:notsnix/step-3.7-flash-mtp-draft-gguf base_model:quantized:notsnix/step-3.7-flash-mtp-draft-gguf","semanticTerms":["text-generation","llama.cpp","llm","model","en","gguf","agentic","base_model:notsnix/step-3.7-flash-mtp-draft-gguf","base_model:quantized:notsnix/step-3.7-flash-mtp-draft-gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":85},{"lfs":false,"path":"README.md","sizeBytes":16320},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf","sizeBytes":10078683520},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf","sizeBytes":10334240736},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf","sizeBytes":10311114752},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf","sizeBytes":10334240768},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf","sizeBytes":10334240768},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf","sizeBytes":10334240768},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf","sizeBytes":10311114752},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf","sizeBytes":10334240768},{"lfs":true,"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf","sizeBytes":5426323840},{"lfs":true,"path":"assets/stepfun.png","sizeBytes":1853759},{"lfs":false,"path":"evals/tool-eval-q3-qualityplus.json","sizeBytes":1273},{"lfs":false,"path":"step37-native-tool-response-template.jinja","sizeBytes":6780}],"modelIndexNames":[]},"releaseGates":{"scan":"pending","files":"pending","license":"passed","metadata":"passed","signature":"pending","provenance":"passed"},"downloadCount":214,"hostedFileCount":13,"cardCompleteness":92,"externalFileCount":1,"verificationStatus":"pending","requestedVisibility":"public","repo":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","files":[{"path":".gitattributes","risk":"low","format":"gitattributes","sha256":"","lfsSha256":"","sizeBytes":85,"sourceKind":"external-hf","contentType":"application/octet-stream","externalOid":"8bf4e0ad752e1368fc9a40ef087e72822b895186","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"unsigned"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_e86ab832933458d250f41bbcbd2eb8fc00bbebe0ca00b5d4680835a7ac76327c","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_e86ab832933458d250f41bbcbd2eb8fc00bbebe0ca00b5d4680835a7ac76327c","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"README.md","sizeBytes":16320,"storageSizeBytes":16320,"format":"md","sha256":"482e40218d14f93485fe9606ad248629464b559c629b23e4bd6eb991f0dbec91","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"f2620b07169f23ee1c5fe69b0f826eae439eda78","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_e86ab832933458d250f41bbcbd2eb8fc00bbebe0ca00b5d4680835a7ac76327c","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_e86ab832933458d250f41bbcbd2eb8fc00bbebe0ca00b5d4680835a7ac76327c","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_2c281d16e71e59a1eb7da79edf526a5c89b60369a493cd7f9e7d241d8a9b172d","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_2c281d16e71e59a1eb7da79edf526a5c89b60369a493cd7f9e7d241d8a9b172d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf","sizeBytes":10078683520,"storageSizeBytes":10078683520,"format":"gguf","sha256":"29dd54e707dd7d8dcdf5e6b9bc41055e349d0883a6682467ae6ac37103ca8c46","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"29dd54e707dd7d8dcdf5e6b9bc41055e349d0883a6682467ae6ac37103ca8c46","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_2c281d16e71e59a1eb7da79edf526a5c89b60369a493cd7f9e7d241d8a9b172d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_2c281d16e71e59a1eb7da79edf526a5c89b60369a493cd7f9e7d241d8a9b172d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_093c547c66b1bd272edaede26cf170e9b2ba94cd85350757025dbf22769ca70e","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_093c547c66b1bd272edaede26cf170e9b2ba94cd85350757025dbf22769ca70e","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf","sizeBytes":10334240736,"storageSizeBytes":10334240736,"format":"gguf","sha256":"ae13190639bcaf4dd20b55aac807089bdf85b20edba50abecb551ae073c05d01","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ae13190639bcaf4dd20b55aac807089bdf85b20edba50abecb551ae073c05d01","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_093c547c66b1bd272edaede26cf170e9b2ba94cd85350757025dbf22769ca70e","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_093c547c66b1bd272edaede26cf170e9b2ba94cd85350757025dbf22769ca70e","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_9b39d9b2c98fad837069f4a9f5ea579cf4a9dfee5a489801b18895a9ef5a54cb","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_9b39d9b2c98fad837069f4a9f5ea579cf4a9dfee5a489801b18895a9ef5a54cb","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf","sizeBytes":10311114752,"storageSizeBytes":10311114752,"format":"gguf","sha256":"ebc3193f9ed651f1c067fd39e90a684a08c811961fbdbf5237a62ef26726965a","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"ebc3193f9ed651f1c067fd39e90a684a08c811961fbdbf5237a62ef26726965a","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_9b39d9b2c98fad837069f4a9f5ea579cf4a9dfee5a489801b18895a9ef5a54cb","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_9b39d9b2c98fad837069f4a9f5ea579cf4a9dfee5a489801b18895a9ef5a54cb","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_239105576c45906d1df800beed1b5a66d1bf92e794b95d110ecb9301aabc1020","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_239105576c45906d1df800beed1b5a66d1bf92e794b95d110ecb9301aabc1020","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf","sizeBytes":10334240768,"storageSizeBytes":10334240768,"format":"gguf","sha256":"8df3d7c5d3c68183316945470a995534e80fe4bf4ba2d8e96e16e6fad81f8692","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"8df3d7c5d3c68183316945470a995534e80fe4bf4ba2d8e96e16e6fad81f8692","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_239105576c45906d1df800beed1b5a66d1bf92e794b95d110ecb9301aabc1020","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_239105576c45906d1df800beed1b5a66d1bf92e794b95d110ecb9301aabc1020","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_59e069f4cac2ca9bd19675a826e1dce95941364fa62f58fc8c29f31cedb41dea","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_59e069f4cac2ca9bd19675a826e1dce95941364fa62f58fc8c29f31cedb41dea","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf","sizeBytes":10334240768,"storageSizeBytes":10334240768,"format":"gguf","sha256":"696c0105a27a15b888a78c5e2e8c3b786ec1ac4d3f70bd572ec86854f8c9ecef","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"696c0105a27a15b888a78c5e2e8c3b786ec1ac4d3f70bd572ec86854f8c9ecef","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_59e069f4cac2ca9bd19675a826e1dce95941364fa62f58fc8c29f31cedb41dea","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_59e069f4cac2ca9bd19675a826e1dce95941364fa62f58fc8c29f31cedb41dea","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_df735d0a44d5dd922e920a91c1f7b6d486ece3f4b2582fa21945bf616678ca9d","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_df735d0a44d5dd922e920a91c1f7b6d486ece3f4b2582fa21945bf616678ca9d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf","sizeBytes":10334240768,"storageSizeBytes":10334240768,"format":"gguf","sha256":"91553c2c75705e86c0c2c7a59d25991dd9ae08fd9cfa8580042478d0603940ab","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"91553c2c75705e86c0c2c7a59d25991dd9ae08fd9cfa8580042478d0603940ab","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_df735d0a44d5dd922e920a91c1f7b6d486ece3f4b2582fa21945bf616678ca9d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_df735d0a44d5dd922e920a91c1f7b6d486ece3f4b2582fa21945bf616678ca9d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_024493aa87d840c4c6cdf2899f86035d678de51417e04e5a781a0638921ec757","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_024493aa87d840c4c6cdf2899f86035d678de51417e04e5a781a0638921ec757","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf","sizeBytes":10311114752,"storageSizeBytes":10311114752,"format":"gguf","sha256":"60bce360602484dcad85ec93ce40e3db63caa3784d242e3edc998f8cb80e40b0","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"60bce360602484dcad85ec93ce40e3db63caa3784d242e3edc998f8cb80e40b0","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_024493aa87d840c4c6cdf2899f86035d678de51417e04e5a781a0638921ec757","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_024493aa87d840c4c6cdf2899f86035d678de51417e04e5a781a0638921ec757","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_af7a641fb417ef796007504d86c171ba7fdc45faf9373d53fe6835fc548481a1","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_af7a641fb417ef796007504d86c171ba7fdc45faf9373d53fe6835fc548481a1","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf","sizeBytes":10334240768,"storageSizeBytes":10334240768,"format":"gguf","sha256":"374b69fe15a3a3f2fade7fc50c8a1446460ec21ee2e2ba3c90275e21d57c916b","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"374b69fe15a3a3f2fade7fc50c8a1446460ec21ee2e2ba3c90275e21d57c916b","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_af7a641fb417ef796007504d86c171ba7fdc45faf9373d53fe6835fc548481a1","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_af7a641fb417ef796007504d86c171ba7fdc45faf9373d53fe6835fc548481a1","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_8bee01314b2efab81edcec69c66f516027b887c4a09420517a327574902fba85","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_8bee01314b2efab81edcec69c66f516027b887c4a09420517a327574902fba85","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf","sizeBytes":5426323840,"storageSizeBytes":5426323840,"format":"gguf","sha256":"55541714f5a6175d6a9ae1a72f57cca0f11ece3b9b504a1bcedba35bde8e0a4b","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"55541714f5a6175d6a9ae1a72f57cca0f11ece3b9b504a1bcedba35bde8e0a4b","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_8bee01314b2efab81edcec69c66f516027b887c4a09420517a327574902fba85","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_8bee01314b2efab81edcec69c66f516027b887c4a09420517a327574902fba85","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_aaee77692d8836bda57e88ab50f48c00fa0ee8c5508ac754e1835d7d10848e2d","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_aaee77692d8836bda57e88ab50f48c00fa0ee8c5508ac754e1835d7d10848e2d","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"assets/stepfun.png","sizeBytes":1853759,"storageSizeBytes":1853759,"format":"png","sha256":"1c902aedafcb559329e6be25a52bc7780f4bd297bdc6d7191e7bd6955e894834","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"1c902aedafcb559329e6be25a52bc7780f4bd297bdc6d7191e7bd6955e894834","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_aaee77692d8836bda57e88ab50f48c00fa0ee8c5508ac754e1835d7d10848e2d","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_aaee77692d8836bda57e88ab50f48c00fa0ee8c5508ac754e1835d7d10848e2d","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/assets/stepfun.png","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_ae44dbc15f6e36018176b932df7fbccc8ea26d48a6b52e83a715cf215cbf3dd9","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_ae44dbc15f6e36018176b932df7fbccc8ea26d48a6b52e83a715cf215cbf3dd9","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"evals/tool-eval-q3-qualityplus.json","sizeBytes":1273,"storageSizeBytes":1273,"format":"json","sha256":"cb973e02eac144f874f994c69c9258b4e60cb00010906a26bc610469a62bae47","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"3c68e55bbebc756b92e1efef591e2b695531a753","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_ae44dbc15f6e36018176b932df7fbccc8ea26d48a6b52e83a715cf215cbf3dd9","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_ae44dbc15f6e36018176b932df7fbccc8ea26d48a6b52e83a715cf215cbf3dd9","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/evals/tool-eval-q3-qualityplus.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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"},{"existingObjectRegistration":{"policy":"hugging-bay.existing-object-registration.v1","admissionId":"hbeoa_efb5d4de53c21452cc772967bbea6c4a0ce25d6322cf3110168f80d39ba6e72b","policyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","publicationId":"hbeol_efb5d4de53c21452cc772967bbea6c4a0ce25d6322cf3110168f80d39ba6e72b","payloadReadsPerformed":0,"securityScanPerformed":false},"path":"step37-native-tool-response-template.jinja","sizeBytes":6780,"storageSizeBytes":6780,"format":"jinja","sha256":"7904d91f2c4f42a0e033551d8f813034dc1f743355ac68993e0b077afab7cd56","risk":"low","contentType":"application/octet-stream","storageProvider":"gcs","selectedRepresentationId":"","sourceKind":"external-hf","downloadPolicy":"capability","externalUrl":null,"externalOid":"47baa89b2415870736d6737014787803e1a8d082","mirroredAt":null,"scanStatus":null,"scanPolicyVersion":"","licenseDecisionId":null,"manifestVersion":null,"tombstonedAt":null,"mirrorPublicationId":"hbeol_efb5d4de53c21452cc772967bbea6c4a0ce25d6322cf3110168f80d39ba6e72b","authorityMode":"private-download-only","existingObjectPolicy":"hugging-bay.existing-object-registration.v1","existingObjectPolicyDigest":"sha256:095b67b2bbf5b07b5b20a51a955f139000fd51fb43cca2cd5a7dea08fd9c1b3c","existingObjectRegistrationId":"hbeoa_efb5d4de53c21452cc772967bbea6c4a0ce25d6322cf3110168f80d39ba6e72b","executionPolicy":"blocked","runtime":false,"runReady":false,"securityScanPerformed":false,"hosted":true,"downloadAuthorized":true,"hostingStatus":"hosted","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/step37-native-tool-response-template.jinja","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"},"signature_state":"signed"}],"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":13,"publicFileCount":14,"displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-14T20:10:44.127Z","webUrl":"https://huggingbay.xyz/artifact/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","listedFileLowerBound":14,"hostingStatus":"hosted","signals":{"size":{"known":true,"bytes":87800318889,"label":"81.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":214,"upstreamStars":17,"label":"214 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":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus"},{"id":"scan","label":"Scan","status":"warn","detail":"pending"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"13/14 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: jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","Byte manifest integrity: selected representation is file-downloads-only; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Scan: pending","Hosted files: 13/14 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":13,"externalFiles":1,"totalFiles":14},"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-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/mirrors"}},"mirrorCompletion":{"status":"partial","hostedFiles":13,"totalFiles":14,"externalFiles":1,"hostedBytes":87800318804,"externalBytes":85,"lowRiskExternalFiles":1,"overFileCapFiles":0,"overBatchCapFiles":0,"directMirrorExternalFiles":1,"directMirrorExternalBytes":85,"reviewedRiskyWeightExternalFiles":0,"reviewedRiskyWeightExternalBytes":0,"currentLimits":{"maxMirrorFileBytes":536870912,"maxMirrorTotalBytes":1073741824,"maxMirrorFiles":8,"maxDirectMirrorFileBytes":8589934592,"maxDirectMirrorTotalBytes":17179869184},"directMirrorExternalSamples":[{"path":".gitattributes","sizeBytes":85,"risk":"low","format":"gitattributes"}],"reviewedRiskyWeightExternalSamples":[],"largestExternalFiles":[{"path":".gitattributes","sizeBytes":85,"risk":"low","format":"gitattributes","overFileCap":false}]},"cardDescription":"Generates text by continuing a prompt.","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/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","upstream":{"gated":false,"repoId":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","private":false,"repoUrl":"https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","disabled":false,"provider":"huggingface","repoType":"model","revision":"9fe990fce5318dda5c20055af8ae2cf60ac45cd6","fetchedAt":"2026-10-08T18:54:08.929Z","importMode":"external-catalog","licenseRaw":"apache-2.0","revisionPin":{"source":"hf-api-revision-endpoint","pinnedAt":"2026-10-08T18:54:08.929Z","revision":"9fe990fce5318dda5c20055af8ae2cf60ac45cd6"},"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":"2026-11-14T20:13:38.512Z","serveEvaluationId":"serve-807164547c74324737642534ac82557c2bf4ad223f0c1c397602e2ae8a963848","readiness":"ready","downloadReady":true,"mirroredBytes":87800318804,"readinessCheckedAt":"2026-11-14T20:13:38.662Z","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":"2026-11-14T20:13:38.512Z","serveEvaluationId":"serve-807164547c74324737642534ac82557c2bf4ad223f0c1c397602e2ae8a963848","readiness":"ready","downloadReady":true,"hostedFileCount":13,"mirroredBytes":87800318804,"readinessCheckedAt":"2026-11-14T20:13:38.512Z","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-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","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,"modelState":{"state":"ready","word":"Ready","sentence":"Files are hosted here and ready to download."},"pageFacts":{"id":"hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","repo":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","type":"llm","purpose":"open-weights language model for text generation","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-generation","label":"text generation"},"size":{"bytes":87800318889,"label":"87.8 GB","known":true,"repositoryLabel":"Full repo upstream","hostedKnown":true,"hostedBytes":87800318804,"hostedLabel":"87.8 GB","hostedSummary":"13 files, 87.8 GB","hostedIsSubset":true,"downloadBytes":0,"downloadLabel":"","recommended":{"path":"","fileName":"","fileCount":9,"quant":"","bytes":87798440672,"label":"87.8 GB (9 files)","variants":1,"basis":"only-variant"},"parameters":null,"sentence":"Hosted here: 13 files, 87.8 GB. Full repo upstream: 87.8 GB. The recommended download, a 9-file weight set, is 87.8 GB."},"files":{"hosted":13,"total":14,"label":"13 hosted of 14 listed"},"manifestSigning":{"status":"signed","label":"Signed by the harbor","publicKeyUrl":"/api/keys/manifest-signing","keyId":"ed25519:718f9ccff1cef500235425ce","manifestUrl":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","signature":{"version":1,"algorithm":"Ed25519","key_id":"ed25519:718f9ccff1cef500235425ce","canonical_digest":"sha256:0abd07986faec480fc396a1a502450b8c290971799c3f8759351d9a5c82718c5","value":"ZXB4x1OaS4XuORlHD8LxuMI5aidznztpYJuRXs8mSDzvHbPlZAqX4MPjLbDGiUOy9fIYJU1OK9_hSJXuFmhgBw","signed_at":"2026-11-14T20:13:38.901Z","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 (13 hosted files)","url":"/artifact/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/files"},"released":{"iso":"2026-10-08","label":"Oct 8, 2026","upstream":false,"factLabel":"Added to Hugging Bay"},"updated":{"iso":"2026-07-19","label":"Jul 19, 2026","factLabel":"Updated at source"},"source":{"provider":"huggingface","label":"Hugging Face","url":"https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","repoId":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus"},"languages":["en"],"baseModel":{"ref":"","url":"","resolveUrl":""},"paperIds":[],"arxivIds":[],"sameAs":["https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus"],"creator":{"@type":"Organization","name":"jcbtc","url":"https://huggingface.co/jcbtc","sameAs":["https://huggingface.co/jcbtc"]},"scholarlyArticles":[],"scanStatus":"pending","faq":[{"id":"what-is-it","question":"What is jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus?","answer":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus is an open-weights language model for text generation published by jcbtc, added to Hugging Bay Oct 8, 2026. Model from Hugging Face for text generation: jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus · llama.cpp"},{"id":"license","question":"What license does jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus 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 jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus?","answer":"Hosted here: 13 files, 87.8 GB. Full repo upstream: 87.8 GB. The recommended download, a 9-file weight set, is 87.8 GB."},{"id":"download","question":"Where can I download jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus?","answer":"Hosted here: 13 files, 87.8 GB. Full repo upstream: 87.8 GB. The original release is at https://huggingface.co/jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus."},{"id":"safety","question":"Has jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus 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. 13 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/safety on Hugging Bay."},{"id":"fit-unknown","question":"Will jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus 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-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","repo":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus","serveState":"BLOCKED","downloadReady":false,"reasonCodes":[],"withheld":{"active":false},"wasmRun":null,"bytesOnStorage":true,"file":null,"noHostedWeights":false,"notSingleFile":true,"download":{"available":false,"url":null},"otherFiles":[{"path":"README.md","fileName":"README.md","sha256":"482e40218d14f93485fe9606ad248629464b559c629b23e4bd6eb991f0dbec91","sizeLabel":"16.3 KB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/README.md"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf","sha256":"29dd54e707dd7d8dcdf5e6b9bc41055e349d0883a6682467ae6ac37103ca8c46","sizeLabel":"10.1 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00001-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf","sha256":"ae13190639bcaf4dd20b55aac807089bdf85b20edba50abecb551ae073c05d01","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00002-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf","sha256":"ebc3193f9ed651f1c067fd39e90a684a08c811961fbdbf5237a62ef26726965a","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00003-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf","sha256":"8df3d7c5d3c68183316945470a995534e80fe4bf4ba2d8e96e16e6fad81f8692","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00004-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf","sha256":"696c0105a27a15b888a78c5e2e8c3b786ec1ac4d3f70bd572ec86854f8c9ecef","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00005-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf","sha256":"91553c2c75705e86c0c2c7a59d25991dd9ae08fd9cfa8580042478d0603940ab","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00006-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf","sha256":"60bce360602484dcad85ec93ce40e3db63caa3784d242e3edc998f8cb80e40b0","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00007-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf","sha256":"374b69fe15a3a3f2fade7fc50c8a1446460ec21ee2e2ba3c90275e21d57c916b","sizeLabel":"10.3 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00008-of-00009.gguf"},{"path":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf","fileName":"Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf","sha256":"55541714f5a6175d6a9ae1a72f57cca0f11ece3b9b504a1bcedba35bde8e0a4b","sizeLabel":"5.43 GB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus-00009-of-00009.gguf"},{"path":"assets/stepfun.png","fileName":"stepfun.png","sha256":"1c902aedafcb559329e6be25a52bc7780f4bd297bdc6d7191e7bd6955e894834","sizeLabel":"1.85 MB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/assets/stepfun.png"},{"path":"evals/tool-eval-q3-qualityplus.json","fileName":"tool-eval-q3-qualityplus.json","sha256":"cb973e02eac144f874f994c69c9258b4e60cb00010906a26bc610469a62bae47","sizeLabel":"1.27 KB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/evals/tool-eval-q3-qualityplus.json"},{"path":"step37-native-tool-response-template.jinja","fileName":"step37-native-tool-response-template.jinja","sha256":"7904d91f2c4f42a0e033551d8f813034dc1f743355ac68993e0b077afab7cd56","sizeLabel":"6.78 KB","downloadUrl":"/api/downloads/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/step37-native-tool-response-template.jinja"}],"run":{"available":false,"reason":"no-runnable-file","lmStudioUrl":"https://lmstudio.ai/","terminalCommand":null,"verificationMessage":null},"paused":{"active":false},"blocked":{"active":true,"reason":"not-a-single-file","message":"Not a single file"},"unconfirmed":{"active":false},"licenseGate":{"active":false},"checks":{"license":"apache-2.0","licenseLabel":null,"fingerprintMatches":false,"hostedFiles":13,"totalFiles":14},"policyVersion":"hugging-bay.guided-download-card/v2","evaluatedAt":"2026-11-14T20:13:38.909Z","readiness":"blocked","downloadable":false,"downloadStatus":"BLOCKED","hostedFileCount":0,"mirroredBytes":0,"readinessCheckedAt":"2026-11-14T20:13:38.910Z","readinessSource":"file-check","degraded":false,"stale":false,"hosted":false,"hostingStatus":"blocked","publicDownloadableFileCount":0,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-14T20:13:38.910Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"}},"howToRun":{"schema":"hugging-bay.how-to-run.v1","available":false,"runtime":null,"command":null,"file":null,"minimumRamGb":null,"downloadUrl":null,"downloadCommand":null,"verifyCommand":null,"downloadUrlNote":"Stable URL. Each GET re-checks the file and redirects to a signed link that lasts at most 300 seconds; open it again for a fresh link.","filesUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus/files","tested":false,"note":"No single hosted file is recorded for this model yet. minimumRamGb is an estimate from the file size (file at most 0.6 x memory), not a measurement."},"canIRun":true,"modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for asking software tools to take actions.","confidence":"medium","task":"tool-calling","audience":null,"basis":"recorded-metadata","rules":["task:tool-calling","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"tool-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":87800318889,"scope":"repository","field":"sizeBytes"},"form":"unspecified","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":"jcbtc/Step-3.7-Flash-ROCmFPX-Q3-QualityPlus"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","records":[],"next_cursor":null},"hardware_fit":{"schema":"hugging-bay.hardware-fit.v1","artifactId":"hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus","revision":"9fe990fce5318dda5c20055af8ae2cf60ac45cd6","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":"2026-11-14T20:13:38.662Z","evidence_url":"/api/manifests/hf-model-jcbtc-step-3-7-flash-rocmfpx-q3-qualityplus"}}