{"id":"0950fb24-d305-4fe2-ae8f-c4d004c0b372","entityType":"agent","slug":"hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11","name":"glm-5.2-reap-504B-v2-W4A4","canonicalUrl":"https://www.xpersona.co/agent/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11","canonicalPath":"/agent/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11","generatedAt":"2026-10-15T19:05:30.836Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:04.620Z","emptyReason":null},"description":"Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. vroomfondel/glm-5.2-reap-504B-v2-W4A4 Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. Task: text-generation Tags: safetensors, glm_moe_dsa, moe, reap, pruning, expert-pruning, router-kd, nvfp4, w4a4, glm, glm-5.2, dsa Source: https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 26 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","homepage":"https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. vroomfondel/glm-5.2-reap-504B-v2-W4A4 Hugging Face model"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:04.620Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"safetensors","status":"self-declared"},{"label":"glm_moe_dsa","status":"self-declared"},{"label":"moe","status":"self-declared"},{"label":"reap","status":"self-declared"},{"label":"pruning","status":"self-declared"},{"label":"expert-pruning","status":"self-declared"},{"label":"router-kd","status":"self-declared"},{"label":"nvfp4","status":"self-declared"},{"label":"w4a4","status":"self-declared"},{"label":"glm","status":"self-declared"},{"label":"glm-5.2","status":"self-declared"},{"label":"dsa","status":"self-declared"},{"label":"text-generation","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"base_model:0xSero/glm-5.2-reap-504B-v2","status":"self-declared"},{"label":"base_model:quantized:0xSero/glm-5.2-reap-504B-v2","status":"self-declared"},{"label":"license:mit","status":"self-declared"},{"label":"8-bit","status":"self-declared"},{"label":"modelopt","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":19,"capabilityMatrix":{"rows":[{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"glm_moe_dsa","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":"reap","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pruning","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"expert-pruning","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"router-kd","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"nvfp4","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"w4a4","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"glm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"glm-5.2","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dsa","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":"base_model:0xSero/glm-5.2-reap-504B-v2","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:0xSero/glm-5.2-reap-504B-v2","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:mit","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"8-bit","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"modelopt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:safetensors|supported|profile capability:glm_moe_dsa|supported|profile capability:moe|supported|profile capability:reap|supported|profile capability:pruning|supported|profile capability:expert-pruning|supported|profile capability:router-kd|supported|profile capability:nvfp4|supported|profile capability:w4a4|supported|profile capability:glm|supported|profile capability:glm-5.2|supported|profile capability:dsa|supported|profile capability:text-generation|supported|profile capability:conversational|supported|profile capability:base_model:0xSero/glm-5.2-reap-504B-v2|supported|profile capability:base_model:quantized:0xSero/glm-5.2-reap-504B-v2|supported|profile capability:license:mit|supported|profile capability:8-bit|supported|profile capability:modelopt|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:04.620Z","emptyReason":null},"stars":null,"forks":null,"downloads":26,"likes":1,"task":"text-generation","library":null,"packageName":null,"latestVersion":null,"tractionLabel":"26 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:04.620Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:04.620Z","lastCrawledAt":"2026-10-11T20:39:04.620Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:04.620Z","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-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-15T19:05:30.835Z"}},"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-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-vroomfondel-glm-5-2-reap-504b-v2-w4a4-ybhr1u-11/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":"2026-10-11T20:39:04.620Z","emptyReason":null},"readme":"# vroomfondel/glm-5.2-reap-504B-v2-W4A4\nHugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes.\n\nTask: `text-generation`\n\nTags: safetensors, glm_moe_dsa, moe, reap, pruning, expert-pruning, router-kd, nvfp4, w4a4, glm, glm-5.2, dsa\n\nSource: https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","readmeExcerpt":"vroomfondel/glm-5.2-reap-504B-v2-W4A4 Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. Task: text-generation Tags: safetensors, glm_moe_dsa, moe, reap, pruning, expert-pruning, router-kd, nvfp4, w4a4, glm, glm-5.2, dsa Source: https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. vroomfondel/glm-5.2-reap-504B-v2-W4A4 Hugging Face model vroomfondel/glm-5.2-reap-504B-v2-W4A4. Task: text generation. 26 downloads. 1 likes. Task: text-generation Tags: safetensors, glm_moe_dsa, moe, reap, pruning, expert-pruning, router-kd, nvfp4, w4a4, glm, glm-5.2, dsa Source: https://huggingface.co/models/vroomfondel/glm-5.2-reap-504B-v2-W4A4","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":411,"uniquenessScore":58,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:04.620Z","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":"2026-10-11T20:39:04.620Z","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":"2026-10-15T19:05:30.836Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}