{"id":"7b30c059-1a97-4895-9ee5-3bc130ad1066","entityType":"agent","slug":"hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit","name":"Devstral-2-123B-Instruct-2512-AWQ-4bit","canonicalUrl":"https://www.xpersona.co/agent/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit","canonicalPath":"/agent/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit","generatedAt":"2026-10-12T19:42:43.788Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:35:53.281Z","emptyReason":null},"description":"Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. Tags: vllm, safetensors, ministral3, mistral-common, base_model:mistralai/Devstral-2-123B-Instruct-2512, base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512, license:other, compressed-tensors Source: https://huggingface.co/models/cyankiwi/Devstral-2-1","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 106K downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit","homepage":"https://huggingface.co/models/cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit","kind":"source"}],"safetyScore":80,"overallRank":55,"popularityScore":60,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:53.281Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"vllm","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"ministral3","status":"self-declared"},{"label":"mistral-common","status":"self-declared"},{"label":"base_model:mistralai/Devstral-2-123B-Instruct-2512","status":"self-declared"},{"label":"base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512","status":"self-declared"},{"label":"license:other","status":"self-declared"},{"label":"compressed-tensors","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":8,"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":"ministral3","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":"base_model:mistralai/Devstral-2-123B-Instruct-2512","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:other","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"compressed-tensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:vllm|supported|profile capability:safetensors|supported|profile capability:ministral3|supported|profile capability:mistral-common|supported|profile capability:base_model:mistralai/Devstral-2-123B-Instruct-2512|supported|profile capability:base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512|supported|profile capability:license:other|supported|profile capability:compressed-tensors|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:53.281Z","emptyReason":null},"stars":null,"forks":null,"downloads":106011,"likes":17,"task":null,"library":"vllm","packageName":null,"latestVersion":null,"tractionLabel":"106K downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:53.281Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:35:53.281Z","lastCrawledAt":"2026-10-11T20:35:53.281Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:29:46.312Z","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-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T19:42:43.788Z"}},"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-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-cyankiwi-devstral-2-123b-instruct-2512-awq-4bit/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":"2026-10-11T20:35:53.281Z","emptyReason":null},"readme":"# cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit\nHugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes.\n\nTags: vllm, safetensors, ministral3, mistral-common, base_model:mistralai/Devstral-2-123B-Instruct-2512, base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512, license:other, compressed-tensors\n\nSource: https://huggingface.co/models/cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit","readmeExcerpt":"cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. Tags: vllm, safetensors, ministral3, mistral-common, base_model:mistralai/Devstral-2-123B-Instruct-2512, base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512, license:other, compressed-tensors Source: https://huggingface.co/models/cyankiwi/Devstral-2-1","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit Hugging Face model cyankiwi/Devstral-2-123B-Instruct-2512-AWQ-4bit. Library: vllm. 106,011 downloads. 17 likes. Tags: vllm, safetensors, ministral3, mistral-common, base_model:mistralai/Devstral-2-123B-Instruct-2512, base_model:quantized:mistralai/Devstral-2-123B-Instruct-2512, license:other, compressed-tensors Source: https://huggingface.co/models/cyankiwi/Devstral-2-1","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":423,"uniquenessScore":58,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:35:53.281Z","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":"2026-10-11T20:35:53.281Z","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":"2026-10-12T19:42:43.788Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}