{"id":"7973c018-7bf6-47e5-b1b3-845891214135","entityType":"agent","slug":"hf-model-ddark-il-qwen3-8-flash-next-uncensored-12","name":"Qwen3.8-Flash-Next-Uncensored","canonicalUrl":"https://www.xpersona.co/agent/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12","canonicalPath":"/agent/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12","generatedAt":"2026-10-12T22:48:29.421Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:36:13.525Z","emptyReason":null},"description":"Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. ddark-il/Qwen3.8-Flash-Next-Uncensored Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. Task: image-text-to-text Tags: mlx, safetensors, qwen4_exp, omlx, quantized, mixed-precision, affine, moe, mtp, vision-language, apple-silicon, m5 Source: https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.9K downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","homepage":"https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","kind":"source"}],"safetyScore":80,"overallRank":44.5,"popularityScore":39,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. ddark-il/Qwen3.8-Flash-Next-Uncenso"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:13.525Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"mlx","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"qwen4_exp","status":"self-declared"},{"label":"omlx","status":"self-declared"},{"label":"quantized","status":"self-declared"},{"label":"mixed-precision","status":"self-declared"},{"label":"affine","status":"self-declared"},{"label":"moe","status":"self-declared"},{"label":"mtp","status":"self-declared"},{"label":"vision-language","status":"self-declared"},{"label":"apple-silicon","status":"self-declared"},{"label":"m5","status":"self-declared"},{"label":"nax","status":"self-declared"},{"label":"image-text-to-text","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"base_model:orcarouter/Qwen3.8-Flash-Next-Uncensored","status":"self-declared"},{"label":"base_model:quantized:orcarouter/Qwen3.8-Flash-Next-Uncensored","status":"self-declared"},{"label":"license:apache-2.0","status":"self-declared"},{"label":"4-bit","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":19,"capabilityMatrix":{"rows":[{"key":"mlx","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":"qwen4_exp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"omlx","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"quantized","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mixed-precision","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"affine","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"moe","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mtp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"vision-language","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"apple-silicon","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"m5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"nax","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":"conversational","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:orcarouter/Qwen3.8-Flash-Next-Uncensored","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:orcarouter/Qwen3.8-Flash-Next-Uncensored","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"},{"key":"4-bit","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:mlx|supported|profile capability:safetensors|supported|profile capability:qwen4_exp|supported|profile capability:omlx|supported|profile capability:quantized|supported|profile capability:mixed-precision|supported|profile capability:affine|supported|profile capability:moe|supported|profile capability:mtp|supported|profile capability:vision-language|supported|profile capability:apple-silicon|supported|profile capability:m5|supported|profile capability:nax|supported|profile capability:image-text-to-text|supported|profile capability:conversational|supported|profile capability:base_model:orcarouter/Qwen3.8-Flash-Next-Uncensored|supported|profile capability:base_model:quantized:orcarouter/Qwen3.8-Flash-Next-Uncensored|supported|profile capability:license:apache-2.0|supported|profile capability:4-bit|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:13.525Z","emptyReason":null},"stars":null,"forks":null,"downloads":1892,"likes":3,"task":"image-text-to-text","library":"mlx","packageName":null,"latestVersion":null,"tractionLabel":"1.9K downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:13.525Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:36:13.525Z","lastCrawledAt":"2026-10-11T20:36:13.525Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:34:38.798Z","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-ddark-il-qwen3-8-flash-next-uncensored-12/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T22:48:29.420Z"}},"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-ddark-il-qwen3-8-flash-next-uncensored-12/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ddark-il-qwen3-8-flash-next-uncensored-12/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":"2026-10-11T20:36:13.525Z","emptyReason":null},"readme":"# ddark-il/Qwen3.8-Flash-Next-Uncensored\nHugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes.\n\nTask: `image-text-to-text`\n\nTags: mlx, safetensors, qwen4_exp, omlx, quantized, mixed-precision, affine, moe, mtp, vision-language, apple-silicon, m5\n\nSource: https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","readmeExcerpt":"ddark-il/Qwen3.8-Flash-Next-Uncensored Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. Task: image-text-to-text Tags: mlx, safetensors, qwen4_exp, omlx, quantized, mixed-precision, affine, moe, mtp, vision-language, apple-silicon, m5 Source: https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. ddark-il/Qwen3.8-Flash-Next-Uncensored Hugging Face model ddark-il/Qwen3.8-Flash-Next-Uncensored. Task: image text to text. Library: mlx. 1,892 downloads. 3 likes. Task: image-text-to-text Tags: mlx, safetensors, qwen4_exp, omlx, quantized, mixed-precision, affine, moe, mtp, vision-language, apple-silicon, m5 Source: https://huggingface.co/models/ddark-il/Qwen3.8-Flash-Next-Uncensored","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":409,"uniquenessScore":61,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:36:13.525Z","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":"2026-10-11T20:36:13.525Z","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":"2026-10-12T22:48:29.421Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}