{"id":"9f25b0ee-4213-4d03-8b50-26ebdf24606b","entityType":"agent","slug":"hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g","name":"ANITA-NEXT-24B-Magistral-2506-VISION-ITA","canonicalUrl":"https://www.xpersona.co/agent/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g","canonicalPath":"/agent/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g","generatedAt":"2026-10-11T23:39:55.879Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:06.361Z","emptyReason":null},"description":"Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, mistral3, image-text-to-text, ita, italian, anita, magistral, 24b, uniba, bari, italy Source: https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISI","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 53 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA","homepage":"https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA","kind":"source"}],"safetyScore":80,"overallRank":35.5,"popularityScore":21,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. m-polignano/ANITA-"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:06.361Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"mistral3","status":"self-declared"},{"label":"image-text-to-text","status":"self-declared"},{"label":"ita","status":"self-declared"},{"label":"italian","status":"self-declared"},{"label":"anita","status":"self-declared"},{"label":"magistral","status":"self-declared"},{"label":"24b","status":"self-declared"},{"label":"uniba","status":"self-declared"},{"label":"bari","status":"self-declared"},{"label":"italy","status":"self-declared"},{"label":"italia","status":"self-declared"},{"label":"LLaMantino","status":"self-declared"},{"label":"Visual","status":"self-declared"},{"label":"VLM","status":"self-declared"},{"label":"text-generation","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"it","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mistral3","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"image-text-to-text","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ita","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"italian","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"anita","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"magistral","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"24b","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"uniba","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bari","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"italy","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"italia","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"LLaMantino","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Visual","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"VLM","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-generation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"conversational","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":"it","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:mistral3|supported|profile capability:image-text-to-text|supported|profile capability:ita|supported|profile capability:italian|supported|profile capability:anita|supported|profile capability:magistral|supported|profile capability:24b|supported|profile capability:uniba|supported|profile capability:bari|supported|profile capability:italy|supported|profile capability:italia|supported|profile capability:LLaMantino|supported|profile capability:Visual|supported|profile capability:VLM|supported|profile capability:text-generation|supported|profile capability:conversational|supported|profile capability:en|supported|profile capability:it|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:06.361Z","emptyReason":null},"stars":null,"forks":null,"downloads":53,"likes":7,"task":"text-generation","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"53 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:06.361Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:06.361Z","lastCrawledAt":"2026-10-11T20:38:06.361Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:06.361Z","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-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:39:55.879Z"}},"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-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-m-polignano-anita-next-24b-magistral-2506-vision-ita-1vvtpw0-1g/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":"2026-10-11T20:38:06.361Z","emptyReason":null},"readme":"# m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA\nHugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes.\n\nTask: `text-generation`\n\nTags: transformers, safetensors, mistral3, image-text-to-text, ita, italian, anita, magistral, 24b, uniba, bari, italy\n\nSource: https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA","readmeExcerpt":"m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, mistral3, image-text-to-text, ita, italian, anita, magistral, 24b, uniba, bari, italy Source: https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISI","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA Hugging Face model m-polignano/ANITA-NEXT-24B-Magistral-2506-VISION-ITA. Task: text generation. Library: transformers. 53 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, mistral3, image-text-to-text, ita, italian, anita, magistral, 24b, uniba, bari, italy Source: https://huggingface.co/models/m-polignano/ANITA-NEXT-24B-Magistral-2506-VISI","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":437,"uniquenessScore":56,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:06.361Z","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":"2026-10-11T20:38:06.361Z","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":"2026-10-11T23:39:55.879Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}