{"schemaVersion":"hugging-bay.publisher-profile.v1","generatedAt":"2026-11-01T07:45:28.997Z","namespace":"stornic56","displayName":"stornic56","claimed":false,"applicationStatus":null,"stats":{"artifacts":2,"publicArtifacts":2,"gatedArtifacts":0,"hostedArtifacts":0,"hostedFiles":0,"externalFiles":41,"totalFiles":41,"downloads":4446,"stars":0,"updatedAt":"2026-09-26T10:02:38.608Z","reviewQualification":"self-reported-unqualified","reviewTrustImpact":"none"},"topArtifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2600224256,"readinessCheckedAt":"2026-11-01T07:31:53.294Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2600224256,"readinessCheckedAt":"2026-11-01T07:31:53.294Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-stornic56-spark-x2-5-4b-gguf","owner":"stornic56","name":"Spark-X2.5-4B-GGUF","repo":"stornic56/Spark-X2.5-4B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: stornic56/Spark-X2.5-4B-GGUF · unknown","cardDescription":"A chat model for conversations, questions and writing.","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","tag:chat","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"XHToken/Spark-X2.5-4B"},{"field":"tags","value":"conversational"},{"field":"tags","value":"tool-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"XHToken/Spark-X2.5-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":29897929908,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"stornic56","sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","spark2_5","spark-x2.5","reasoning","thinking","tool-calling","imatrix","intel-arc","vulkan","text-generation","en","zh","base_model:xhtoken/spark-x2.5-4b","base_model:quantized:xhtoken/spark-x2.5-4b","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","txt","gguf","py","log"],"baseModel":"XHToken/Spark-X2.5-4B","derivedFrom":"XHToken/Spark-X2.5-4B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"XHToken/Spark-X2.5-4B","languages":["en","zh"],"sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","license","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation unknown llm model en zh xhtoken/spark-x2.5-4b gguf","semanticTerms":["text-generation","unknown","llm","model","en","zh","xhtoken/spark-x2.5-4b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2189},{"lfs":false,"path":"README.md","sizeBytes":12927},{"lfs":false,"path":"SHA256SUMS.txt","sizeBytes":1000},{"lfs":true,"path":"Spark-X2.5-4B-IQ2_M.gguf","sizeBytes":1636324096},{"lfs":true,"path":"Spark-X2.5-4B-IQ3_M.gguf","sizeBytes":2043300096},{"lfs":true,"path":"Spark-X2.5-4B-IQ4_NL.gguf","sizeBytes":2476361216},{"lfs":true,"path":"Spark-X2.5-4B-Q3_K_M.gguf","sizeBytes":2165197056},{"lfs":true,"path":"Spark-X2.5-4B-Q4_K_M.gguf","sizeBytes":2600224256},{"lfs":true,"path":"Spark-X2.5-4B-Q5_K_M.gguf","sizeBytes":2977895936},{"lfs":true,"path":"Spark-X2.5-4B-Q6_K.gguf","sizeBytes":3379172096},{"lfs":true,"path":"Spark-X2.5-4B-Q8_0.gguf","sizeBytes":4375021056},{"lfs":true,"path":"Spark-X2.5-4B-bf16.gguf","sizeBytes":8229920032},{"lfs":true,"path":"Spark-X2.5-4B-imatrix.gguf","sizeBytes":3572672},{"lfs":true,"path":"calibration_data.txt","sizeBytes":10914845},{"lfs":false,"path":"reproducibility/base_model_revision.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/benchmarks_gpu.txt","sizeBytes":4310},{"lfs":false,"path":"reproducibility/calibration.py","sizeBytes":224},{"lfs":false,"path":"reproducibility/fork_commit.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/imatrix-run.log","sizeBytes":1681},{"lfs":false,"path":"reproducibility/q2_k_repetition_loops.log","sizeBytes":4138}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":29897929908,"sizeKnown":true,"sizeLabel":"27.8 GB","sizeReason":"","declaredSizeBytes":29897929908,"defaultDownloadBytes":1636324096,"mirrorCount":1,"downloadCount":2979,"stars":0,"citations":0,"updatedAt":"2026-09-22T05:33:32.569Z","createdAt":"2026-09-22T05:27:01.222Z","version":"hf-main","upstream":{"gated":false,"repoId":"stornic56/Spark-X2.5-4B-GGUF","private":false,"repoUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"7ce72e5cba148e5e4bcd0ff0e59c8268f9820619","fetchedAt":"2026-09-22T05:27:01.219Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T05:33:32.569Z","mirroredBy":"mirror-batch-worker","totalFiles":20,"hostedFiles":1,"mirroredBytes":2600224256,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":20,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":20,"publicDownloadableFileCount":1,"externalFileCount":20,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29897929908,"label":"27.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2979,"upstreamStars":0,"label":"3.0K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"stornic56/Spark-X2.5-4B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/20 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: stornic56/Spark-X2.5-4B-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":19,"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-stornic56-spark-x2-5-4b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2189,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":12927,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"SHA256SUMS.txt","sizeBytes":1000,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-4B-IQ2_M.gguf","sizeBytes":1636324096,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-4B-IQ3_M.gguf","sizeBytes":2043300096,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"stornic56/Spark-X2.5-4B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T07:31:53.294Z","evidence_url":"/api/manifests/hf-model-stornic56-spark-x2-5-4b-gguf"},"lastKnownAnswer":"Ready to download"},"topTypes":[{"type":"llm","count":2}],"topLicenses":[{"license":"apache-2.0","count":2}],"sourceCounts":[{"source":"huggingface","count":2}],"worksWith":[],"links":{"web":"https://huggingbay.xyz/publishers/stornic56","api":"https://huggingbay.xyz/api/publishers/stornic56","artifacts":"https://huggingbay.xyz/api/artifacts?summary=1&owner=stornic56&limit=50","apply":"https://huggingbay.xyz/publishers/apply"},"artifacts":[{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2600224256,"readinessCheckedAt":"2026-11-01T07:31:53.294Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":2600224256,"readinessCheckedAt":"2026-11-01T07:31:53.294Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-stornic56-spark-x2-5-4b-gguf","owner":"stornic56","name":"Spark-X2.5-4B-GGUF","repo":"stornic56/Spark-X2.5-4B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: stornic56/Spark-X2.5-4B-GGUF · unknown","cardDescription":"A chat model for conversations, questions and writing.","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","tag:chat","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"XHToken/Spark-X2.5-4B"},{"field":"tags","value":"conversational"},{"field":"tags","value":"tool-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"XHToken/Spark-X2.5-4B","field":"baseModel"}],"parameters":null,"size":{"bytes":29897929908,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"stornic56","sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","spark2_5","spark-x2.5","reasoning","thinking","tool-calling","imatrix","intel-arc","vulkan","text-generation","en","zh","base_model:xhtoken/spark-x2.5-4b","base_model:quantized:xhtoken/spark-x2.5-4b","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","txt","gguf","py","log"],"baseModel":"XHToken/Spark-X2.5-4B","derivedFrom":"XHToken/Spark-X2.5-4B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"XHToken/Spark-X2.5-4B","languages":["en","zh"],"sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","license","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation unknown llm model en zh xhtoken/spark-x2.5-4b gguf","semanticTerms":["text-generation","unknown","llm","model","en","zh","xhtoken/spark-x2.5-4b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2189},{"lfs":false,"path":"README.md","sizeBytes":12927},{"lfs":false,"path":"SHA256SUMS.txt","sizeBytes":1000},{"lfs":true,"path":"Spark-X2.5-4B-IQ2_M.gguf","sizeBytes":1636324096},{"lfs":true,"path":"Spark-X2.5-4B-IQ3_M.gguf","sizeBytes":2043300096},{"lfs":true,"path":"Spark-X2.5-4B-IQ4_NL.gguf","sizeBytes":2476361216},{"lfs":true,"path":"Spark-X2.5-4B-Q3_K_M.gguf","sizeBytes":2165197056},{"lfs":true,"path":"Spark-X2.5-4B-Q4_K_M.gguf","sizeBytes":2600224256},{"lfs":true,"path":"Spark-X2.5-4B-Q5_K_M.gguf","sizeBytes":2977895936},{"lfs":true,"path":"Spark-X2.5-4B-Q6_K.gguf","sizeBytes":3379172096},{"lfs":true,"path":"Spark-X2.5-4B-Q8_0.gguf","sizeBytes":4375021056},{"lfs":true,"path":"Spark-X2.5-4B-bf16.gguf","sizeBytes":8229920032},{"lfs":true,"path":"Spark-X2.5-4B-imatrix.gguf","sizeBytes":3572672},{"lfs":true,"path":"calibration_data.txt","sizeBytes":10914845},{"lfs":false,"path":"reproducibility/base_model_revision.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/benchmarks_gpu.txt","sizeBytes":4310},{"lfs":false,"path":"reproducibility/calibration.py","sizeBytes":224},{"lfs":false,"path":"reproducibility/fork_commit.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/imatrix-run.log","sizeBytes":1681},{"lfs":false,"path":"reproducibility/q2_k_repetition_loops.log","sizeBytes":4138}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":29897929908,"sizeKnown":true,"sizeLabel":"27.8 GB","sizeReason":"","declaredSizeBytes":29897929908,"defaultDownloadBytes":1636324096,"mirrorCount":1,"downloadCount":2979,"stars":0,"citations":0,"updatedAt":"2026-09-22T05:33:32.569Z","createdAt":"2026-09-22T05:27:01.222Z","version":"hf-main","upstream":{"gated":false,"repoId":"stornic56/Spark-X2.5-4B-GGUF","private":false,"repoUrl":"https://huggingface.co/stornic56/Spark-X2.5-4B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"7ce72e5cba148e5e4bcd0ff0e59c8268f9820619","fetchedAt":"2026-09-22T05:27:01.219Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T05:33:32.569Z","mirroredBy":"mirror-batch-worker","totalFiles":20,"hostedFiles":1,"mirroredBytes":2600224256,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":20,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":20,"publicDownloadableFileCount":1,"externalFileCount":20,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":29897929908,"label":"27.8 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":2979,"upstreamStars":0,"label":"3.0K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"stornic56/Spark-X2.5-4B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/20 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: stornic56/Spark-X2.5-4B-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/20 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":19,"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-stornic56-spark-x2-5-4b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2189,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":12927,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"SHA256SUMS.txt","sizeBytes":1000,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-4B-IQ2_M.gguf","sizeBytes":1636324096,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-4B-IQ3_M.gguf","sizeBytes":2043300096,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"stornic56/Spark-X2.5-4B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T07:31:53.294Z","evidence_url":"/api/manifests/hf-model-stornic56-spark-x2-5-4b-gguf"},"lastKnownAnswer":"Ready to download"},{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1107457760,"readinessCheckedAt":"2026-11-01T06:54:21.528Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":1,"mirroredBytes":1107457760,"readinessCheckedAt":"2026-11-01T06:54:21.528Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-stornic56-spark-x2-5-1-7b-gguf","owner":"stornic56","name":"Spark-X2.5-1.7B-GGUF","repo":"stornic56/Spark-X2.5-1.7B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: stornic56/Spark-X2.5-1.7B-GGUF · unknown","cardDescription":"A chat model for conversations, questions and writing.","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","tag:chat","metadata:tool-calling"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"baseModel","value":"XHToken/Spark-X2.5-1.7B"},{"field":"tags","value":"conversational"},{"field":"tags","value":"tool-calling"},{"field":"task","value":"text-generation"},{"field":"cardMetadata.pipelineTag","value":"text-generation"}],"caveats":["check-license-terms","base-model-capabilities-not-inherited","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[{"repo":"XHToken/Spark-X2.5-1.7B","field":"baseModel"}],"parameters":null,"size":{"bytes":10966850741,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"stornic56","sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-1.7B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":96,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","spark2_5","spark-x2.5","reasoning","thinking","tool-calling","imatrix","intel-arc","vulkan","text-generation","en","zh","base_model:xhtoken/spark-x2.5-1.7b","base_model:quantized:xhtoken/spark-x2.5-1.7b","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"text-generation","modality":"text","framework":"unknown","formats":["gitattributes","md","txt","gguf","py","log"],"baseModel":"XHToken/Spark-X2.5-1.7B","derivedFrom":"XHToken/Spark-X2.5-1.7B","cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"XHToken/Spark-X2.5-1.7B","languages":["en","zh"],"sourceUrl":"https://huggingface.co/stornic56/Spark-X2.5-1.7B-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"text-generation","cardDataKeys":["base_model","base_model_relation","language","license","pipeline_tag","quantized_by","tags"],"semanticText":"text-generation unknown llm model en zh xhtoken/spark-x2.5-1.7b gguf","semanticTerms":["text-generation","unknown","llm","model","en","zh","xhtoken/spark-x2.5-1.7b","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":2082},{"lfs":false,"path":"README.md","sizeBytes":14439},{"lfs":false,"path":"SHA256SUMS.txt","sizeBytes":833},{"lfs":true,"path":"Spark-X2.5-1.7B-IQ3_M.gguf","sizeBytes":888842464},{"lfs":true,"path":"Spark-X2.5-1.7B-IQ4_NL.gguf","sizeBytes":1057568480},{"lfs":true,"path":"Spark-X2.5-1.7B-Q4_K_M.gguf","sizeBytes":1107457760},{"lfs":true,"path":"Spark-X2.5-1.7B-Q5_K_M.gguf","sizeBytes":1252480736},{"lfs":true,"path":"Spark-X2.5-1.7B-Q6_K.gguf","sizeBytes":1406567648},{"lfs":true,"path":"Spark-X2.5-1.7B-Q8_0.gguf","sizeBytes":1820112608},{"lfs":true,"path":"Spark-X2.5-1.7B-bf16.gguf","sizeBytes":3420931584},{"lfs":true,"path":"Spark-X2.5-1.7B-imatrix.gguf","sizeBytes":1918592},{"lfs":true,"path":"calibration_data.txt","sizeBytes":10914845},{"lfs":false,"path":"reproducibility/base_model_revision.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/benchmarks_cpu.txt","sizeBytes":3359},{"lfs":false,"path":"reproducibility/benchmarks_gpu.txt","sizeBytes":4116},{"lfs":false,"path":"reproducibility/calibration.py","sizeBytes":224},{"lfs":false,"path":"reproducibility/fork_commit.txt","sizeBytes":41},{"lfs":false,"path":"reproducibility/imatrix-run.log","sizeBytes":2326},{"lfs":false,"path":"reproducibility/iq2_m_q2_k_family_study.log","sizeBytes":23311},{"lfs":false,"path":"reproducibility/mainline-b10828-compat.log","sizeBytes":4266},{"lfs":false,"path":"reproducibility/test-llama-archs.log","sizeBytes":986}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","label":"recorded runtime state unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":["No runtime compatibility or execution status claim is available until recorded evaluation is integrated."]},"sizeBytes":10966850741,"sizeKnown":true,"sizeLabel":"10.2 GB","sizeReason":"","declaredSizeBytes":10966850741,"defaultDownloadBytes":888842464,"mirrorCount":1,"downloadCount":1467,"stars":0,"citations":0,"updatedAt":"2026-09-26T10:02:38.608Z","createdAt":"2026-09-26T10:00:47.528Z","version":"hf-main","upstream":{"gated":false,"repoId":"stornic56/Spark-X2.5-1.7B-GGUF","private":false,"repoUrl":"https://huggingface.co/stornic56/Spark-X2.5-1.7B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4772ca2560d056caa592ac9905bcfdd40316ad50","fetchedAt":"2026-09-26T10:00:47.526Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-26T10:02:38.608Z","mirroredBy":"mirror-batch-worker","totalFiles":21,"hostedFiles":1,"mirroredBytes":1107457760,"mirroredFiles":1,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"state":"unknown","reason":"recorded-snapshot-unavailable","completeRunnable":null,"verified":null,"runReady":null,"commandsAvailable":false,"manifestFinal":false,"downloadable":false,"hosted":false,"serveAuthority":"unbound","hostedFiles":0,"individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","totalFiles":21,"scope":"file-inventory-only"},"decentralizedDistribution":{"protocol":"bittorrent-magnet-metadata","verifiedFallbacks":0,"pendingReviewRequests":0,"reviewRequired":true,"policy":"Peer-assisted fallbacks are metadata only until Hugging Bay review confirms source, license, provenance, and safety. Gated/private bypasses are not allowed."},"hostingStatus":"hosted","hosted":true,"fileCount":21,"publicDownloadableFileCount":1,"externalFileCount":21,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":10966850741,"label":"10.2 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":1467,"upstreamStars":0,"label":"1.5K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"stornic56/Spark-X2.5-1.7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"1/21 repository files hosted; selected representation evaluated separately"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: stornic56/Spark-X2.5-1.7B-GGUF","Scan: passed","Byte manifest integrity: selected representation is unknown; per-file SHA-256 published (cryptographic signing pending)"],"gaps":["Hosted files: 1/21 repository files hosted; selected representation evaluated separately"]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":1,"externalFiles":20,"totalFiles":21},"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-stornic56-spark-x2-5-1-7b-gguf/mirrors"}},"sampleFiles":[{"path":".gitattributes","sizeBytes":2082,"format":"gitattributes","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"README.md","sizeBytes":14439,"format":"md","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"SHA256SUMS.txt","sizeBytes":833,"format":"txt","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-1.7B-IQ3_M.gguf","sizeBytes":888842464,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"},{"path":"Spark-X2.5-1.7B-IQ4_NL.gguf","sizeBytes":1057568480,"format":"gguf","risk":"low","downloadPolicy":"external","sourceKind":"external-hf"}],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"stornic56/Spark-X2.5-1.7B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T06:54:21.528Z","evidence_url":"/api/manifests/hf-model-stornic56-spark-x2-5-1-7b-gguf"},"lastKnownAnswer":"Ready to download"}],"guidance":["Use publisher profiles to find official namespace releases and likely maintainers.","Claim status is a Hugging Bay namespace signal, not proof of upstream ownership unless verification is explicit.","Use hosted/downloadable rows plus manifests for automated downloads."],"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."}}