{"schemaVersion":"hugging-bay.artifact-review-summary.v1","generatedAt":"2026-10-31T21:56:03.544Z","baseUrl":"https://huggingbay.xyz","artifactId":"hf-model-ikppramesh-irx-2-pro-gguf","repo":"ikppramesh/irx-2-pro-GGUF","artifact":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[],"serveExplanation":{"readiness":"unknown","downloadReady":null,"hostedFileCount":null,"mirroredBytes":null,"readinessCheckedAt":null,"readinessSource":"unavailable","degraded":true,"stale":true,"reasonCodes":[]},"id":"hf-model-ikppramesh-irx-2-pro-gguf","owner":"ikppramesh","name":"irx-2-pro-GGUF","repo":"ikppramesh/irx-2-pro-GGUF","type":"llm","summary":"Model from Hugging Face for llm: ikppramesh/irx-2-pro-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 having conversations.","confidence":"low","task":"chat","audience":null,"basis":"recorded-metadata","rules":["task:chat","tags-only"],"evidence":[{"field":"license","value":"apache-2.0"},{"field":"cardMetadata.license","value":"apache-2.0"},{"field":"tags","value":"conversational"}],"caveats":["check-license-terms","repository-bytes-are-not-memory-needs"],"facts":{"license":{"id":"apache-2.0","status":"recorded"},"lineage":[],"parameters":null,"size":{"bytes":5302281162,"scope":"repository","field":"sizeBytes"},"form":"unspecified","runs":[]}},"publisher":"ikppramesh","sourceUrl":"https://huggingface.co/ikppramesh/irx-2-pro-GGUF","license":"apache-2.0","licenseState":"known","licenseLabel":"apache-2.0","visibility":"public","verificationStatus":"unknown","scanStatus":"passed","cardCompleteness":84,"tags":["huggingface-import","external-catalog","model","apache-2.0","gguf","llama.cpp","offline","on-device","license:apache-2.0","endpoints_compatible","region:us","conversational","unknown","llm"],"task":"general","modality":"text","framework":"unknown","formats":["gitattributes","md","gguf","json"],"baseModel":null,"derivedFrom":null,"cardMetadata":{"source":"huggingface-cardData","license":"apache-2.0","metrics":[],"datasets":[],"paperIds":[],"repoType":"model","baseModel":"","languages":[],"sourceUrl":"https://huggingface.co/ikppramesh/irx-2-pro-GGUF","evalResults":[],"libraryName":"unknown","pipelineTag":"","cardDataKeys":["license","tags"],"semanticText":"unknown llm model gguf","semanticTerms":["unknown","llm","model","gguf"],"siblingSample":[{"lfs":false,"path":".gitattributes","sizeBytes":1637},{"lfs":false,"path":"README.md","sizeBytes":5931},{"lfs":true,"path":"irx-2-pro-Q4_K_M.gguf","sizeBytes":5302273408},{"lfs":false,"path":"version.json","sizeBytes":186}],"modelIndexNames":[]},"worksWith":[],"runtimeFit":{"level":"unknown","hardware":"","sizeLabel":"unknown","runners":[],"runtimeFiles":[],"warnings":[]},"sizeBytes":5302281162,"sizeKnown":true,"sizeLabel":"4.9 GB","sizeReason":"","declaredSizeBytes":5302281162,"defaultDownloadBytes":5302273408,"mirrorCount":1,"downloadCount":0,"stars":1,"citations":0,"updatedAt":"2026-09-30T07:11:13.117Z","createdAt":"2026-09-30T07:03:55.312Z","version":"hf-main","upstream":{"gated":false,"repoId":"ikppramesh/irx-2-pro-GGUF","private":false,"repoUrl":"https://huggingface.co/ikppramesh/irx-2-pro-GGUF","disabled":false,"provider":"huggingface","repoType":"model","revision":"5837293ec931f6739b46945d972ac688537992ca","fetchedAt":"2026-09-30T07:03:55.309Z","importMode":"external-catalog","licenseRaw":"apache-2.0"},"hosting":{"status":"unknown","mirroredAt":"2026-09-30T07:11:13.117Z","mirroredBy":"mirror-batch-worker","totalFiles":4,"hostedFiles":null,"mirroredBytes":null,"mirroredFiles":null,"storageProvider":"gcs","hosted":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_62f7b6add67af956fdd82547a453546ae299142bb50f40b992a60b6f8004f29c","artifactId":"hf-model-ikppramesh-irx-2-pro-gguf","representationId":"rep-cb554ee447216cf7d2a487ce466e5c328287e7974d72afea1b4d41bfcfba7748","taskMode":{"mode":"unknown"},"selectedFileBindingVersion":"postgres-selected-object-binding.v2","representation":{"id":"rep-cb554ee447216cf7d2a487ce466e5c328287e7974d72afea1b4d41bfcfba7748","artifactId":"hf-model-ikppramesh-irx-2-pro-gguf","format":"gguf","source":{"provider":"huggingface","identity":"ikppramesh/irx-2-pro-GGUF","revision":"5837293ec931f6739b46945d972ac688537992ca","immutable":true},"files":[{"path":"irx-2-pro-Q4_K_M.gguf","role":"weight","sizeBytes":5302273408,"sha256":"sha256:8b371afb09f7fd435930cf61bf914f49c5ba15c5a86647326e2b96d3d697ace6","storageStatus":"hosted","storageProvider":"gcs","objectBindingDigest":"sha256:c7557a36da32c8c555e8d4cc536b281afd3cc4561500c905df5fdfb2b699b018"}]},"evaluatorVersion":"1.3.1","selectedFilesDigest":"sha256:2c64875296b8e2adbca75b4b96de76e6add31fbb03f8e26ade3dfd52ed848089","representationDigest":"sha256:9b70786de9475a3031c42996497047f011f3f9d663ec87f3e6c24397c03a801f","evidenceSnapshotDigest":"sha256:eb023c0d9305adfc5e0ee79e39741de3824c6ed0bddf11eec82059f120650104","evaluatedAt":"2026-09-30T07:11:13.302Z","authorityVersion":"sha256:4d7a7ab262bb089ea67a33393982264c6c71b749db7d6762e30d5d89babe9a5f","invalidatedBy":null,"manifestFinal":false,"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":4},"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":"unknown","hosted":null,"fileCount":4,"publicDownloadableFileCount":null,"externalFileCount":4,"servingCountsRefreshedAt":null,"servingCountsStale":false,"signals":{"size":{"known":true,"bytes":5302281162,"label":"4.9 GB","reason":""},"demand":{"mirrorRequests":0,"upstreamDownloads":0,"upstreamStars":1,"label":"no demand yet","basis":"none"},"trust":{"score":0,"level":"metadata-checked","label":"Unknown","trustImpact":"none","checks":[{"id":"license","label":"License","status":"pass","detail":"apache-2.0"},{"id":"provenance","label":"Provenance","status":"pass","detail":"ikppramesh/irx-2-pro-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"not final yet"}],"strengths":["License: apache-2.0","Provenance: ikppramesh/irx-2-pro-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: not final yet"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":4},"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-ikppramesh-irx-2-pro-gguf/mirrors"}},"sampleFiles":[],"reason":"Download availability is being checked.","contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"ikppramesh/irx-2-pro-GGUF"}},"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-ikppramesh-irx-2-pro-gguf"}},"canonicalUrl":"https://huggingbay.xyz/artifact/hf-model-ikppramesh-irx-2-pro-gguf/community","apiUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/review-summary","reviewsUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/reviews?limit=50","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-ikppramesh-irx-2-pro-gguf","agentBundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-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":"ikppramesh/irx-2-pro-GGUF"},{"id":"scan","label":"Scan","status":"pass","detail":"passed"},{"id":"hosting","label":"Hosted files","status":"warn","detail":"external metadata only"},{"id":"manifest","label":"Byte manifest integrity","status":"warn","detail":"manifest metadata present; selected-representation state unknown"}],"strengths":["License: apache-2.0","Provenance: ikppramesh/irx-2-pro-GGUF","Scan: passed"],"gaps":["Hosted files: external metadata only","Byte manifest integrity: manifest metadata present; selected-representation state unknown"]},"readiness":{"score":0,"level":"unknown","hostedFinal":false,"hostedFiles":null,"externalFiles":null,"totalFiles":4},"recentReviews":[],"answerEngine":{"preferredCitation":"https://huggingbay.xyz/artifact/hf-model-ikppramesh-irx-2-pro-gguf/community","extractionUrls":{"reviewSummary":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/review-summary","fullReviews":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/reviews?limit=50","trustBundle":"https://huggingbay.xyz/api/trust-bundles/hf-model-ikppramesh-irx-2-pro-gguf","agentBundle":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/agent-bundle","cardMarkdown":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/card.md","distribution":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/distribution"},"supportedClaims":["ikppramesh/irx-2-pro-GGUF has 0 self-reported, unqualified Hugging Bay community reviews.","ikppramesh/irx-2-pro-GGUF has 0 self-reported run claims; none qualify verification during limited availability.","ikppramesh/irx-2-pro-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-ikppramesh-irx-2-pro-gguf/reviews?limit=50"},"submitReview":{"method":"POST","url":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-gguf/reviews"},"inspectTrust":{"method":"GET","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-ikppramesh-irx-2-pro-gguf"},"inspectBundle":{"method":"GET","url":"https://huggingbay.xyz/api/artifacts/hf-model-ikppramesh-irx-2-pro-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."}}