{"id":"9a2800a2-0b39-4271-8c5a-c0a26e79522f","entityType":"agent","slug":"hf-model-ragavsachdeva-magiv2","name":"magiv2","canonicalUrl":"https://www.xpersona.co/agent/hf-model-ragavsachdeva-magiv2","canonicalPath":"/agent/hf-model-ragavsachdeva-magiv2","generatedAt":"2026-10-12T22:01:55.849Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":null},"description":"Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. ragavsachdeva/magiv2 Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. Tags: pytorch, magiv2, Manga, Object Detection, OCR, Clustering, Diarisation, custom_code, en, arxiv:2408.00298 Source: https://huggingface.co/models/ragavsachdeva/magiv2","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 27.9K downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/ragavsachdeva/magiv2","homepage":"https://huggingface.co/models/ragavsachdeva/magiv2","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/ragavsachdeva/magiv2","kind":"source"}],"safetyScore":80,"overallRank":51.5,"popularityScore":53,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. ragavsachdeva/magiv2 Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. T"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"pytorch","status":"self-declared"},{"label":"magiv2","status":"self-declared"},{"label":"Manga","status":"self-declared"},{"label":"Object Detection","status":"self-declared"},{"label":"OCR","status":"self-declared"},{"label":"Clustering","status":"self-declared"},{"label":"Diarisation","status":"self-declared"},{"label":"custom_code","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"arxiv:2408.00298","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":10,"capabilityMatrix":{"rows":[{"key":"pytorch","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"magiv2","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Manga","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Object Detection","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"OCR","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Clustering","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Diarisation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"custom_code","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2408.00298","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:pytorch|supported|profile capability:magiv2|supported|profile capability:Manga|supported|profile capability:Object Detection|supported|profile capability:OCR|supported|profile capability:Clustering|supported|profile capability:Diarisation|supported|profile capability:custom_code|supported|profile capability:en|supported|profile capability:arxiv:2408.00298|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":null},"stars":null,"forks":null,"downloads":27918,"likes":28,"task":null,"library":null,"packageName":null,"latestVersion":null,"tractionLabel":"27.9K downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:35:55.142Z","lastCrawledAt":"2026-10-11T20:35:55.142Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:31:13.149Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T22:01:55.848Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ragavsachdeva-magiv2/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"high","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":null},"readme":"# ragavsachdeva/magiv2\nHugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes.\n\nTags: pytorch, magiv2, Manga, Object Detection, OCR, Clustering, Diarisation, custom_code, en, arxiv:2408.00298\n\nSource: https://huggingface.co/models/ragavsachdeva/magiv2","readmeExcerpt":"ragavsachdeva/magiv2 Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. Tags: pytorch, magiv2, Manga, Object Detection, OCR, Clustering, Diarisation, custom_code, en, arxiv:2408.00298 Source: https://huggingface.co/models/ragavsachdeva/magiv2","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. ragavsachdeva/magiv2 Hugging Face model ragavsachdeva/magiv2. 27,918 downloads. 28 likes. Tags: pytorch, magiv2, Manga, Object Detection, OCR, Clustering, Diarisation, custom_code, en, arxiv:2408.00298 Source: https://huggingface.co/models/ragavsachdeva/magiv2","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":344,"uniquenessScore":69,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:35:55.142Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-12T22:01:55.849Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}