{"id":"5cfb9c30-5941-401f-9cb8-6356bca3a9b3","entityType":"agent","slug":"hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e","name":"Voxtral-Mini-4B-Realtime-Arabic","canonicalUrl":"https://www.xpersona.co/agent/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e","canonicalPath":"/agent/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e","generatedAt":"2026-10-14T22:13:34.119Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:49.084Z","emptyReason":null},"description":"Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Task: automatic-speech-recognition Tags: vllm, safetensors, voxtral_realtime, mistral-common, audio, speech-to-text, realtime, automatic-speech-recognition, ar, ary, ayl, aeb Source: https://huggingface.co/models/Morocco-MTNRA-Labs/V","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 29 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic","homepage":"https://huggingface.co/models/Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic","kind":"source"}],"safetyScore":80,"overallRank":34,"popularityScore":18,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Morocco-MTNRA-Labs/Voxtr"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:49.084Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"vllm","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"voxtral_realtime","status":"self-declared"},{"label":"mistral-common","status":"self-declared"},{"label":"audio","status":"self-declared"},{"label":"speech-to-text","status":"self-declared"},{"label":"realtime","status":"self-declared"},{"label":"automatic-speech-recognition","status":"self-declared"},{"label":"ar","status":"self-declared"},{"label":"ary","status":"self-declared"},{"label":"ayl","status":"self-declared"},{"label":"aeb","status":"self-declared"},{"label":"arq","status":"self-declared"},{"label":"mey","status":"self-declared"},{"label":"afb","status":"self-declared"},{"label":"ars","status":"self-declared"},{"label":"acx","status":"self-declared"},{"label":"ayn","status":"self-declared"},{"label":"arz","status":"self-declared"},{"label":"apd","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"vllm","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":"voxtral_realtime","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mistral-common","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"audio","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"speech-to-text","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"realtime","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"automatic-speech-recognition","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ar","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ary","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ayl","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"aeb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arq","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mey","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"afb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ars","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"acx","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ayn","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arz","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"apd","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:vllm|supported|profile capability:safetensors|supported|profile capability:voxtral_realtime|supported|profile capability:mistral-common|supported|profile capability:audio|supported|profile capability:speech-to-text|supported|profile capability:realtime|supported|profile capability:automatic-speech-recognition|supported|profile capability:ar|supported|profile capability:ary|supported|profile capability:ayl|supported|profile capability:aeb|supported|profile capability:arq|supported|profile capability:mey|supported|profile capability:afb|supported|profile capability:ars|supported|profile capability:acx|supported|profile capability:ayn|supported|profile capability:arz|supported|profile capability:apd|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:49.084Z","emptyReason":null},"stars":null,"forks":null,"downloads":29,"likes":0,"task":"automatic-speech-recognition","library":"vllm","packageName":null,"latestVersion":null,"tractionLabel":"29 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:49.084Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:49.084Z","lastCrawledAt":"2026-10-11T20:38:49.084Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:49.084Z","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-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-14T22:13:34.119Z"}},"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-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-morocco-mtnra-labs-voxtral-mini-4b-realtime-arabic-1qtwdhu-1e/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":"2026-10-11T20:38:49.084Z","emptyReason":null},"readme":"# Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic\nHugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads.\n\nTask: `automatic-speech-recognition`\n\nTags: vllm, safetensors, voxtral_realtime, mistral-common, audio, speech-to-text, realtime, automatic-speech-recognition, ar, ary, ayl, aeb\n\nSource: https://huggingface.co/models/Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic","readmeExcerpt":"Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Task: automatic-speech-recognition Tags: vllm, safetensors, voxtral_realtime, mistral-common, audio, speech-to-text, realtime, automatic-speech-recognition, ar, ary, ayl, aeb Source: https://huggingface.co/models/Morocco-MTNRA-Labs/V","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic Hugging Face model Morocco-MTNRA-Labs/Voxtral-Mini-4B-Realtime-Arabic. Task: automatic speech recognition. Library: vllm. 29 downloads. Task: automatic-speech-recognition Tags: vllm, safetensors, voxtral_realtime, mistral-common, audio, speech-to-text, realtime, automatic-speech-recognition, ar, ary, ayl, aeb Source: https://huggingface.co/models/Morocco-MTNRA-Labs/V","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":419,"uniquenessScore":58,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:49.084Z","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":"2026-10-11T20:38:49.084Z","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":"2026-10-14T22:13:34.119Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}