{"id":"4c56dbe6-17c3-47ae-ad58-a90fe6ac39ea","entityType":"agent","slug":"hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c","name":"qwen2.5-coder-7b-it-dynamic_wi4_afp32","canonicalUrl":"https://www.xpersona.co/agent/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c","canonicalPath":"/agent/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c","generatedAt":"2026-10-13T08:39:22.539Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:40.398Z","emptyReason":null},"description":"Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32 Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Task: text-generation Tags: litert-lm, qwen2.5, qwen2.5-coder, litert, tflite, edge-ai, code-generation, dynamic-wi4-afp32, text-generation, en, ja, base_model:Qwen/Qwen2.5-Coder-7B-Instruct Source: https://huggingface.co/models/Uranos8685/qwen2","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 21 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32","homepage":"https://huggingface.co/models/Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32","kind":"source"}],"safetyScore":80,"overallRank":33,"popularityScore":16,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Uranos8685/qwen2.5-coder-7b-it-dyn"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:40.398Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"litert-lm","status":"self-declared"},{"label":"qwen2.5","status":"self-declared"},{"label":"qwen2.5-coder","status":"self-declared"},{"label":"litert","status":"self-declared"},{"label":"tflite","status":"self-declared"},{"label":"edge-ai","status":"self-declared"},{"label":"code-generation","status":"self-declared"},{"label":"dynamic-wi4-afp32","status":"self-declared"},{"label":"text-generation","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"ja","status":"self-declared"},{"label":"base_model:Qwen/Qwen2.5-Coder-7B-Instruct","status":"self-declared"},{"label":"base_model:finetune:Qwen/Qwen2.5-Coder-7B-Instruct","status":"self-declared"},{"label":"license:apache-2.0","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":14,"capabilityMatrix":{"rows":[{"key":"litert-lm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"qwen2.5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"qwen2.5-coder","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"litert","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tflite","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"edge-ai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"code-generation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dynamic-wi4-afp32","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":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ja","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:Qwen/Qwen2.5-Coder-7B-Instruct","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:Qwen/Qwen2.5-Coder-7B-Instruct","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:litert-lm|supported|profile capability:qwen2.5|supported|profile capability:qwen2.5-coder|supported|profile capability:litert|supported|profile capability:tflite|supported|profile capability:edge-ai|supported|profile capability:code-generation|supported|profile capability:dynamic-wi4-afp32|supported|profile capability:text-generation|supported|profile capability:en|supported|profile capability:ja|supported|profile capability:base_model:Qwen/Qwen2.5-Coder-7B-Instruct|supported|profile capability:base_model:finetune:Qwen/Qwen2.5-Coder-7B-Instruct|supported|profile capability:license:apache-2.0|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:40.398Z","emptyReason":null},"stars":null,"forks":null,"downloads":21,"likes":0,"task":"text-generation","library":"litert-lm","packageName":null,"latestVersion":null,"tractionLabel":"21 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:40.398Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:40.398Z","lastCrawledAt":"2026-10-11T20:39:40.398Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:40.398Z","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-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T08:39:22.539Z"}},"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-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-uranos8685-qwen2-5-coder-7b-it-dynamic-wi4-afp32-dy2cmr-1c/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":"2026-10-11T20:39:40.398Z","emptyReason":null},"readme":"# Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32\nHugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads.\n\nTask: `text-generation`\n\nTags: litert-lm, qwen2.5, qwen2.5-coder, litert, tflite, edge-ai, code-generation, dynamic-wi4-afp32, text-generation, en, ja, base_model:Qwen/Qwen2.5-Coder-7B-Instruct\n\nSource: https://huggingface.co/models/Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32","readmeExcerpt":"Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32 Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Task: text-generation Tags: litert-lm, qwen2.5, qwen2.5-coder, litert, tflite, edge-ai, code-generation, dynamic-wi4-afp32, text-generation, en, ja, base_model:Qwen/Qwen2.5-Coder-7B-Instruct Source: https://huggingface.co/models/Uranos8685/qwen2","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32 Hugging Face model Uranos8685/qwen2.5-coder-7b-it-dynamic_wi4_afp32. Task: text generation. Library: litert-lm. 21 downloads. Task: text-generation Tags: litert-lm, qwen2.5, qwen2.5-coder, litert, tflite, edge-ai, code-generation, dynamic-wi4-afp32, text-generation, en, ja, base_model:Qwen/Qwen2.5-Coder-7B-Instruct Source: https://huggingface.co/models/Uranos8685/qwen2","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":447,"uniquenessScore":55,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:40.398Z","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":"2026-10-11T20:39:40.398Z","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":"2026-10-13T08:39:22.539Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}