{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-11-01T06:27:15.947Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-mungert-spark-x2-5-1-7b-gguf","repo":"Mungert/Spark-X2.5-1.7B-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":37,"mirroredBytes":51688733674,"readinessCheckedAt":"2026-11-01T06:25:27.946Z","readinessSource":"file-check","degraded":true,"stale":true,"serveExplanation":{"readiness":"unknown","downloadReady":null,"downloadable":null,"downloadStatus":"UNKNOWN","hostedFileCount":37,"mirroredBytes":51688733674,"readinessCheckedAt":"2026-11-01T06:25:27.946Z","readinessSource":"file-check","degraded":true,"stale":true},"id":"hf-model-mungert-spark-x2-5-1-7b-gguf","owner":"Mungert","name":"Spark-X2.5-1.7B-GGUF","repo":"Mungert/Spark-X2.5-1.7B-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: Mungert/Spark-X2.5-1.7B-GGUF · transformers","cardDescription":"A chat model for conversations, questions and writing.","modelSummary":{"schemaVersion":"hugging-bay.model-summary.v1","text":"The catalog lists this model for having conversations.","confidence":"medium","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tag:chat"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"},{"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":51688733674,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"Mungert","sourceUrl":"https://huggingface.co/Mungert/Spark-X2.5-1.7B-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":89,"tags":["huggingface-import","external-catalog","model","apache-2.0","transformers","gguf","llm","sparkx2_5","text-generation","base_model:xhtoken/spark-x2.5-1.7b-base","base_model:quantized:xhtoken/spark-x2.5-1.7b-base","license:apache-2.0","endpoints_compatible","region:us","imatrix","conversational"],"task":"text-generation","modality":"text","framework":"transformers","formats":["gitattributes","md","gguf"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/Mungert/Spark-X2.5-1.7B-GGUF","evalResults":[],"libraryName":"transformers","pipelineTag":"text-generation","cardDataKeys":["base_model","library_name","license","pipeline_tag","tags"],"semanticText":"text-generation transformers llm model gguf","semanticTerms":["text-generation","transformers","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":3759},{"lfs":false,"path":"README.md","sizeBytes":28283},{"lfs":true,"path":"Spark-X2.5-1.7B-bf16.gguf","sizeBytes":3420931808},{"lfs":true,"path":"Spark-X2.5-1.7B-bf16_q4_k.gguf","sizeBytes":2343385120},{"lfs":true,"path":"Spark-X2.5-1.7B-bf16_q6_k.gguf","sizeBytes":2519860768},{"lfs":true,"path":"Spark-X2.5-1.7B-bf16_q8_0.gguf","sizeBytes":2704848608},{"lfs":true,"path":"Spark-X2.5-1.7B-f16.gguf","sizeBytes":3420931808},{"lfs":true,"path":"Spark-X2.5-1.7B-f16_q4_k.gguf","sizeBytes":2343385120},{"lfs":true,"path":"Spark-X2.5-1.7B-f16_q6_k.gguf","sizeBytes":2519860768},{"lfs":true,"path":"Spark-X2.5-1.7B-f16_q8_0.gguf","sizeBytes":2704848608},{"lfs":true,"path":"Spark-X2.5-1.7B-imatrix.gguf","sizeBytes":1918656},{"lfs":true,"path":"Spark-X2.5-1.7B-iq3_m.gguf","sizeBytes":864053792},{"lfs":true,"path":"Spark-X2.5-1.7B-iq3_s.gguf","sizeBytes":846367264},{"lfs":true,"path":"Spark-X2.5-1.7B-iq3_xs.gguf","sizeBytes":800311840},{"lfs":true,"path":"Spark-X2.5-1.7B-iq3_xxs.gguf","sizeBytes":777287200},{"lfs":true,"path":"Spark-X2.5-1.7B-iq4_nl.gguf","sizeBytes":1057568800},{"lfs":true,"path":"Spark-X2.5-1.7B-iq4_xs.gguf","sizeBytes":1018101792},{"lfs":true,"path":"Spark-X2.5-1.7B-q3_k_l.gguf","sizeBytes":1035782688},{"lfs":true,"path":"Spark-X2.5-1.7B-q3_k_m.gguf","sizeBytes":970770976},{"lfs":true,"path":"Spark-X2.5-1.7B-q3_k_s.gguf","sizeBytes":922864160},{"lfs":true,"path":"Spark-X2.5-1.7B-q4_0.gguf","sizeBytes":966342688},{"lfs":true,"path":"Spark-X2.5-1.7B-q4_0_l.gguf","sizeBytes":1100560416},{"lfs":true,"path":"Spark-X2.5-1.7B-q4_1.gguf","sizeBytes":1073063968},{"lfs":true,"path":"Spark-X2.5-1.7B-q4_1_l.gguf","sizeBytes":1190504480}],"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":51688733674,"sizeKnown":true,"sizeLabel":"48.1 GB","sizeReason":"","declaredSizeBytes":51688733674,"defaultDownloadBytes":1120311328,"mirrorCount":1,"downloadCount":3161,"stars":1,"citations":0,"updatedAt":"2026-09-22T05:02:55.771Z","createdAt":"2026-09-22T05:00:58.122Z","version":"hf-main","upstream":{"gated":false,"repoId":"Mungert/Spark-X2.5-1.7B-GGUF","private":false,"repoUrl":"https://huggingface.co/Mungert/Spark-X2.5-1.7B-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"4154376ce8997672f2e28dbf14796724fc751fb4","fetchedAt":"2026-09-22T05:00:58.119Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"hosted","mirroredAt":"2026-09-22T05:02:55.771Z","mirroredBy":"mirror-batch-worker","totalFiles":37,"hostedFiles":37,"mirroredBytes":51688733674,"mirroredFiles":37,"storageProvider":"gcs","hosted":true,"downloadable":null,"verified":false,"completeRunnable":false,"runReady":false,"refreshedAt":null,"stale":false,"downloadReady":null},"mirrorCompletion":{"found":true,"current":true,"state":"complete-bytes","completeBytes":true,"completeRunnable":false,"verified":false,"runReady":false,"commandsAvailable":false,"authority":"postgres-executable-state-snapshot","snapshotId":"hbes_8a936a324b75cf857aa20237133398dae7f357a4a5ca0383313d3758bb7e82ee","artifactId":"hf-model-mungert-spark-x2-5-1-7b-gguf","representationId":"rep-201a8822fe67f7e129328445a4c1a3179288c97ed53255fc8e1e88d8a0f65b2c","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-201a8822fe67f7e129328445a4c1a3179288c97ed53255fc8e1e88d8a0f65b2c","artifactId":"hf-model-mungert-spark-x2-5-1-7b-gguf","format":"gguf","source":{"provider":"huggingface","identity":"Mungert/Spark-X2.5-1.7B-GGUF","revision":"4154376ce8997672f2e28dbf14796724fc751fb4","immutable":true},"files":[{"path":"Spark-X2.5-1.7B-q4_k_m.gguf","role":"weight","sizeBytes":1120311328,"sha256":"sha256:4a365667b522f44805cecaca8cf8e9e3dd1c868c46a7a650a4b815631b2b6a51","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:fcc47fc3306e84d24713c5cd14b7a2262970828165022badb7d45b6436c569be"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:a2dd1aec4b102947ca9b1fc4ac4e8b2d912d6fcf058f92921d06d352753cec95","representationDigest":"sha256:f3c9079acf28d1fec02a6c462a0ae3ae2b05697f3b580d49cbd3f50f566a5303","evidenceSnapshotDigest":"sha256:f0d48d36e042b60f3fa693d31b872676bb0b5154429038158650f1c14c6ab483","evaluatedAt":"2026-09-22T05:02:56.002Z","authorityVersion":"sha256:5209ace60e81265f6af77b35cff8ac8a0c004703bea63b205491e7d07bc54a7f","invalidatedBy":null,"manifestFinal":false,"downloadable":null,"hosted":false,"hostedFiles":0,"serveAuthority":"unbound","individuallyHashedFiles":0,"weightsHosted":null,"weightCountState":"not-snapshot-bound","totalFiles":1,"strictlyDownloadableFiles":0,"strictlyDownloadableHashedFiles":0,"strictlyDownloadableWeights":null,"strictWeightCountState":"not-snapshot-bound","artifactInventoryFiles":37,"scope":"recorded-postgres-snapshot","serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T06:25:27.946Z","evidence_url":"/api/manifests/hf-model-mungert-spark-x2-5-1-7b-gguf"}},"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."},"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":[]},"benchmarkEvidenceSummary":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"hostingStatus":"hosted","hosted":true,"fileCount":37,"publicDownloadableFileCount":37,"externalFileCount":37,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":51688733674,"label":"48.1 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":3161,"upstreamStars":1,"label":"3.2K upstream downloads","basis":"upstream-downloads"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Mungert/Spark-X2.5-1.7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"37/37 repository files hosted"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Mungert/Spark-X2.5-1.7B-GGUF","Scan: passed","Hosted files: 37/37 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":37,"externalFiles":0,"totalFiles":37},"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-mungert-spark-x2-5-1-7b-gguf/mirrors"}},"sampleFiles":[],"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"Mungert/Spark-X2.5-1.7B-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-11-01T06:25:27.946Z","evidence_url":"/api/manifests/hf-model-mungert-spark-x2-5-1-7b-gguf"},"lastKnownAnswer":"Ready to download"},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-mungert-spark-x2-5-1-7b-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mungert-spark-x2-5-1-7b-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/agent-bundle","summary":{"count":0,"averageRating":0,"verifiedRuns":0,"selfReportedVerifiedRuns":0,"verificationQualification":"self-reported-unqualified","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":[]},"rating":{"count":0,"average":0,"distribution":{"1":0,"2":0,"3":0,"4":0,"5":0},"categoryAverages":{},"categoryCounts":{},"helpfulCount":0,"reportCount":0,"reportedReviews":0},"verifiedRuns":0,"benchmarkEvidence":{"count":0,"verifiedCount":0,"benchmarkCount":0,"performanceCount":0,"hardwareCounts":{},"topMetrics":[],"recent":[]},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","qualification":"recorded-state-complete-bytes","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"Mungert/Spark-X2.5-1.7B-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"pass","detail":"37/37 repository files hosted"},{"id":"manifest","label":"Byte manifest integrity","status":"pass","detail":"selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"}],"strengths":["License: apache-2.0","Provenance: Mungert/Spark-X2.5-1.7B-GGUF","Scan: passed","Hosted files: 37/37 repository files hosted","Byte manifest integrity: selected representation is complete-bytes; per-file SHA-256 published (cryptographic signing pending)"],"gaps":[]},"readiness":{"score":0,"level":"unknown","hostedFinal":true,"hostedFiles":37,"externalFiles":0,"totalFiles":37},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-mungert-spark-x2-5-1-7b-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-mungert-spark-x2-5-1-7b-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/distribution"},"supportedClaims":["Mungert/Spark-X2.5-1.7B-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","Mungert/Spark-X2.5-1.7B-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","Mungert/Spark-X2.5-1.7B-GGUF has 0 self-reported benchmark or performance evidence items; none affect product decisions."],"claimBoundaries":["This endpoint is an unqualified evidence record. Its contents do not affect ranking, Finder, facts, request state, badges, cards, JSON-LD, or reputation.","Do not treat missing reviews as negative quality evidence.","Do not claim Hugging Bay hosts artifact files unless hosted/downloadable endpoints show hosted rows.","Do not infer safety, legality, or production readiness beyond the displayed license, trust, scan, and review evidence."]},"actions":{"readFullReviews":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mungert-spark-x2-5-1-7b-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-mungert-spark-x2-5-1-7b-gguf/agent-bundle"}},"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."}}