{"id":"4f90d244-b718-4c92-b6a6-d47687947712","entityType":"agent","slug":"hf-model-imislab-maistros-8b-instruct-1l1302x-s","name":"Maistros-8B-Instruct","canonicalUrl":"https://www.xpersona.co/agent/hf-model-imislab-maistros-8b-instruct-1l1302x-s","canonicalPath":"/agent/hf-model-imislab-maistros-8b-instruct-1l1302x-s","generatedAt":"2026-10-11T23:49:21.147Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:18.707Z","emptyReason":null},"description":"Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. IMISLab/Maistros-8B-Instruct Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. Task: text-generation Tags: safetensors, mistral3, greek, nlp, genai, LLM, QA, chat, maistros, text-generation, conversational, el Source: https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 42 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","homepage":"https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","kind":"source"}],"safetyScore":80,"overallRank":35,"popularityScore":20,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. IMISLab/Maistros-8B-Instruct Hugging Face model IMISLab/Maistros-8B-Instru"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:18.707Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"safetensors","status":"self-declared"},{"label":"mistral3","status":"self-declared"},{"label":"greek","status":"self-declared"},{"label":"nlp","status":"self-declared"},{"label":"genai","status":"self-declared"},{"label":"LLM","status":"self-declared"},{"label":"QA","status":"self-declared"},{"label":"chat","status":"self-declared"},{"label":"maistros","status":"self-declared"},{"label":"text-generation","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"el","status":"self-declared"},{"label":"dataset:IMISLab/CulturaQA","status":"self-declared"},{"label":"arxiv:2605.01870","status":"self-declared"},{"label":"base_model:mistralai/Ministral-3-8B-Instruct-2512-BF16","status":"self-declared"},{"label":"base_model:finetune:mistralai/Ministral-3-8B-Instruct-2512-BF16","status":"self-declared"},{"label":"license:apache-2.0","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":17,"capabilityMatrix":{"rows":[{"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":"greek","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"nlp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"genai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"LLM","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"QA","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"chat","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"maistros","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":"el","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:IMISLab/CulturaQA","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2605.01870","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:mistralai/Ministral-3-8B-Instruct-2512-BF16","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:mistralai/Ministral-3-8B-Instruct-2512-BF16","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:apache-2.0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:safetensors|supported|profile capability:mistral3|supported|profile capability:greek|supported|profile capability:nlp|supported|profile capability:genai|supported|profile capability:LLM|supported|profile capability:QA|supported|profile capability:chat|supported|profile capability:maistros|supported|profile capability:text-generation|supported|profile capability:conversational|supported|profile capability:el|supported|profile capability:dataset:IMISLab/CulturaQA|supported|profile capability:arxiv:2605.01870|supported|profile capability:base_model:mistralai/Ministral-3-8B-Instruct-2512-BF16|supported|profile capability:base_model:finetune:mistralai/Ministral-3-8B-Instruct-2512-BF16|supported|profile capability:license:apache-2.0|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:18.707Z","emptyReason":null},"stars":null,"forks":null,"downloads":42,"likes":0,"task":"text-generation","library":null,"packageName":null,"latestVersion":null,"tractionLabel":"42 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:18.707Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:18.707Z","lastCrawledAt":"2026-10-11T20:38:18.707Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:18.707Z","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-imislab-maistros-8b-instruct-1l1302x-s/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:49:21.147Z"}},"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-imislab-maistros-8b-instruct-1l1302x-s/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-imislab-maistros-8b-instruct-1l1302x-s/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":"2026-10-11T20:38:18.707Z","emptyReason":null},"readme":"# IMISLab/Maistros-8B-Instruct\nHugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads.\n\nTask: `text-generation`\n\nTags: safetensors, mistral3, greek, nlp, genai, LLM, QA, chat, maistros, text-generation, conversational, el\n\nSource: https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","readmeExcerpt":"IMISLab/Maistros-8B-Instruct Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. Task: text-generation Tags: safetensors, mistral3, greek, nlp, genai, LLM, QA, chat, maistros, text-generation, conversational, el Source: https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. IMISLab/Maistros-8B-Instruct Hugging Face model IMISLab/Maistros-8B-Instruct. Task: text generation. 42 downloads. Task: text-generation Tags: safetensors, mistral3, greek, nlp, genai, LLM, QA, chat, maistros, text-generation, conversational, el Source: https://huggingface.co/models/IMISLab/Maistros-8B-Instruct","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":374,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:18.707Z","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":"2026-10-11T20:38:18.707Z","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":"2026-10-11T23:49:21.147Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}