{"id":"d6641fbf-507f-4841-8275-f83069748941","entityType":"agent","slug":"hf-model-robebo116-60-zh-vi-1aw1cns-i","name":"60-zh-vi","canonicalUrl":"https://www.xpersona.co/agent/hf-model-robebo116-60-zh-vi-1aw1cns-i","canonicalPath":"/agent/hf-model-robebo116-60-zh-vi-1aw1cns-i","generatedAt":"2026-10-13T18:46:23.362Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:10.191Z","emptyReason":null},"description":"Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. robebo116/60-zh-vi Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. Task: translation Tags: transformers, safetensors, marian, text2text-generation, translation, chinese-vietnamese, webnovel, xianxia, nmt, machine-translation, asymmetric-transformer, trained-from-scratch Source: https://huggingface.co/models/robebo116/60-zh-vi","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 25 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/robebo116/60-zh-vi","homepage":"https://huggingface.co/models/robebo116/60-zh-vi","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/robebo116/60-zh-vi","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. robebo116/60-zh-vi Hugging Face model robebo116/60-zh-vi. Task: t"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:10.191Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"marian","status":"self-declared"},{"label":"text2text-generation","status":"self-declared"},{"label":"translation","status":"self-declared"},{"label":"chinese-vietnamese","status":"self-declared"},{"label":"webnovel","status":"self-declared"},{"label":"xianxia","status":"self-declared"},{"label":"nmt","status":"self-declared"},{"label":"machine-translation","status":"self-declared"},{"label":"asymmetric-transformer","status":"self-declared"},{"label":"trained-from-scratch","status":"self-declared"},{"label":"zh","status":"self-declared"},{"label":"vi","status":"self-declared"},{"label":"dataset:ngocdang83/tran-vi-teacher","status":"self-declared"},{"label":"dataset:chi-vi/hirashiba-mt-zh2vi-b-filtered","status":"self-declared"},{"label":"license:cc-by-4.0","status":"self-declared"},{"label":"endpoints_compatible","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":18,"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":"marian","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":"translation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"chinese-vietnamese","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"webnovel","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"xianxia","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"nmt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"machine-translation","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"asymmetric-transformer","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"trained-from-scratch","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"zh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"vi","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:ngocdang83/tran-vi-teacher","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:chi-vi/hirashiba-mt-zh2vi-b-filtered","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:cc-by-4.0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"endpoints_compatible","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:marian|supported|profile capability:text2text-generation|supported|profile capability:translation|supported|profile capability:chinese-vietnamese|supported|profile capability:webnovel|supported|profile capability:xianxia|supported|profile capability:nmt|supported|profile capability:machine-translation|supported|profile capability:asymmetric-transformer|supported|profile capability:trained-from-scratch|supported|profile capability:zh|supported|profile capability:vi|supported|profile capability:dataset:ngocdang83/tran-vi-teacher|supported|profile capability:dataset:chi-vi/hirashiba-mt-zh2vi-b-filtered|supported|profile capability:license:cc-by-4.0|supported|profile capability:endpoints_compatible|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:10.191Z","emptyReason":null},"stars":null,"forks":null,"downloads":25,"likes":0,"task":"translation","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"25 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:10.191Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:10.191Z","lastCrawledAt":"2026-10-11T20:39:10.191Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:10.191Z","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-robebo116-60-zh-vi-1aw1cns-i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T18:46:23.362Z"}},"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-robebo116-60-zh-vi-1aw1cns-i/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-robebo116-60-zh-vi-1aw1cns-i/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":"2026-10-11T20:39:10.191Z","emptyReason":null},"readme":"# robebo116/60-zh-vi\nHugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads.\n\nTask: `translation`\n\nTags: transformers, safetensors, marian, text2text-generation, translation, chinese-vietnamese, webnovel, xianxia, nmt, machine-translation, asymmetric-transformer, trained-from-scratch\n\nSource: https://huggingface.co/models/robebo116/60-zh-vi","readmeExcerpt":"robebo116/60-zh-vi Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. Task: translation Tags: transformers, safetensors, marian, text2text-generation, translation, chinese-vietnamese, webnovel, xianxia, nmt, machine-translation, asymmetric-transformer, trained-from-scratch Source: https://huggingface.co/models/robebo116/60-zh-vi","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. robebo116/60-zh-vi Hugging Face model robebo116/60-zh-vi. Task: translation. Library: transformers. 25 downloads. Task: translation Tags: transformers, safetensors, marian, text2text-generation, translation, chinese-vietnamese, webnovel, xianxia, nmt, machine-translation, asymmetric-transformer, trained-from-scratch Source: https://huggingface.co/models/robebo116/60-zh-vi","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":380,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:10.191Z","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":"2026-10-11T20:39:10.191Z","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":"2026-10-13T18:46:23.362Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}