{"id":"58d76df0-b884-4000-980d-799d279e6702","entityType":"agent","slug":"hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w","name":"t5gemma-xl-xl-prefixlm-it","canonicalUrl":"https://www.xpersona.co/agent/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w","canonicalPath":"/agent/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w","generatedAt":"2026-10-11T23:23:02.320Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:04.380Z","emptyReason":null},"description":"Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. google/t5gemma-xl-xl-prefixlm-it Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, t5gemma, text2text-generation, conversational, arxiv:2504.06225, arxiv:2009.03300, arxiv:1905.07830, arxiv:1911.11641, arxiv:1905.10044, arxiv:1907.10641, arxiv:1911.01547 Source: https://huggingface.co/models/","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 55 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/google/t5gemma-xl-xl-prefixlm-it","homepage":"https://huggingface.co/models/google/t5gemma-xl-xl-prefixlm-it","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/google/t5gemma-xl-xl-prefixlm-it","kind":"source"}],"safetyScore":80,"overallRank":35.5,"popularityScore":21,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. google/t5gemma-xl-xl-prefixlm-it Huggi"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:04.380Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"t5gemma","status":"self-declared"},{"label":"text2text-generation","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"arxiv:2504.06225","status":"self-declared"},{"label":"arxiv:2009.03300","status":"self-declared"},{"label":"arxiv:1905.07830","status":"self-declared"},{"label":"arxiv:1911.11641","status":"self-declared"},{"label":"arxiv:1905.10044","status":"self-declared"},{"label":"arxiv:1907.10641","status":"self-declared"},{"label":"arxiv:1911.01547","status":"self-declared"},{"label":"arxiv:1705.03551","status":"self-declared"},{"label":"arxiv:2107.03374","status":"self-declared"},{"label":"arxiv:2108.07732","status":"self-declared"},{"label":"arxiv:2110.14168","status":"self-declared"},{"label":"arxiv:2103.03874","status":"self-declared"},{"label":"arxiv:2304.06364","status":"self-declared"},{"label":"arxiv:2206.04615","status":"self-declared"},{"label":"base_model:google/t5gemma-xl-xl-prefixlm","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","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":"t5gemma","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text2text-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":"arxiv:2504.06225","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2009.03300","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1905.07830","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1911.11641","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1905.10044","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1907.10641","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1911.01547","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1705.03551","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2107.03374","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2108.07732","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2110.14168","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2103.03874","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2304.06364","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2206.04615","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:google/t5gemma-xl-xl-prefixlm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:t5gemma|supported|profile capability:text2text-generation|supported|profile capability:conversational|supported|profile capability:arxiv:2504.06225|supported|profile capability:arxiv:2009.03300|supported|profile capability:arxiv:1905.07830|supported|profile capability:arxiv:1911.11641|supported|profile capability:arxiv:1905.10044|supported|profile capability:arxiv:1907.10641|supported|profile capability:arxiv:1911.01547|supported|profile capability:arxiv:1705.03551|supported|profile capability:arxiv:2107.03374|supported|profile capability:arxiv:2108.07732|supported|profile capability:arxiv:2110.14168|supported|profile capability:arxiv:2103.03874|supported|profile capability:arxiv:2304.06364|supported|profile capability:arxiv:2206.04615|supported|profile capability:base_model:google/t5gemma-xl-xl-prefixlm|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:04.380Z","emptyReason":null},"stars":null,"forks":null,"downloads":55,"likes":7,"task":"text-generation","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"55 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:04.380Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:04.380Z","lastCrawledAt":"2026-10-11T20:38:04.380Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:04.380Z","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-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:23:02.320Z"}},"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-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-google-t5gemma-xl-xl-prefixlm-it-1vj2xyr-w/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":"2026-10-11T20:38:04.380Z","emptyReason":null},"readme":"# google/t5gemma-xl-xl-prefixlm-it\nHugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes.\n\nTask: `text-generation`\n\nTags: transformers, safetensors, t5gemma, text2text-generation, conversational, arxiv:2504.06225, arxiv:2009.03300, arxiv:1905.07830, arxiv:1911.11641, arxiv:1905.10044, arxiv:1907.10641, arxiv:1911.01547\n\nSource: https://huggingface.co/models/google/t5gemma-xl-xl-prefixlm-it","readmeExcerpt":"google/t5gemma-xl-xl-prefixlm-it Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, t5gemma, text2text-generation, conversational, arxiv:2504.06225, arxiv:2009.03300, arxiv:1905.07830, arxiv:1911.11641, arxiv:1905.10044, arxiv:1907.10641, arxiv:1911.01547 Source: https://huggingface.co/models/","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. google/t5gemma-xl-xl-prefixlm-it Hugging Face model google/t5gemma-xl-xl-prefixlm-it. Task: text generation. Library: transformers. 55 downloads. 7 likes. Task: text-generation Tags: transformers, safetensors, t5gemma, text2text-generation, conversational, arxiv:2504.06225, arxiv:2009.03300, arxiv:1905.07830, arxiv:1911.11641, arxiv:1905.10044, arxiv:1907.10641, arxiv:1911.01547 Source: https://huggingface.co/models/","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":416,"uniquenessScore":60,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:04.380Z","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":"2026-10-11T20:38:04.380Z","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":"2026-10-11T23:23:02.320Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}