{"id":"f6a28d14-4f02-4cde-9a0a-bc450b415f7d","entityType":"agent","slug":"hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11","name":"NepTam20k-mBART-50-610.9M","canonicalUrl":"https://www.xpersona.co/agent/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11","canonicalPath":"/agent/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11","generatedAt":"2026-10-15T17:54:40.376Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:37:30.727Z","emptyReason":null},"description":"Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. ilprl-docse/NepTam20k-mBART-50-610.9M Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. Task: translation Tags: safetensors, mbart, translation, low-resource, Nepali, Tamang, mbart50, NMT, ILPRL, ne, tam, dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus Source: https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 110 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","homepage":"https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","kind":"source"}],"safetyScore":80,"overallRank":37.5,"popularityScore":25,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. ilprl-docse/NepTam20k-mBART-50-610.9M Hugging Face model ilprl-docse"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:30.727Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"safetensors","status":"self-declared"},{"label":"mbart","status":"self-declared"},{"label":"translation","status":"self-declared"},{"label":"low-resource","status":"self-declared"},{"label":"Nepali","status":"self-declared"},{"label":"Tamang","status":"self-declared"},{"label":"mbart50","status":"self-declared"},{"label":"NMT","status":"self-declared"},{"label":"ILPRL","status":"self-declared"},{"label":"ne","status":"self-declared"},{"label":"tam","status":"self-declared"},{"label":"dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus","status":"self-declared"},{"label":"base_model:facebook/mbart-large-50","status":"self-declared"},{"label":"base_model:finetune:facebook/mbart-large-50","status":"self-declared"},{"label":"license:cc-by-nc-4.0","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":15,"capabilityMatrix":{"rows":[{"key":"safetensors","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mbart","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":"low-resource","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Nepali","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Tamang","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mbart50","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":"ILPRL","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ne","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"tam","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:facebook/mbart-large-50","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:finetune:facebook/mbart-large-50","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:cc-by-nc-4.0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:safetensors|supported|profile capability:mbart|supported|profile capability:translation|supported|profile capability:low-resource|supported|profile capability:Nepali|supported|profile capability:Tamang|supported|profile capability:mbart50|supported|profile capability:NMT|supported|profile capability:ILPRL|supported|profile capability:ne|supported|profile capability:tam|supported|profile capability:dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus|supported|profile capability:base_model:facebook/mbart-large-50|supported|profile capability:base_model:finetune:facebook/mbart-large-50|supported|profile capability:license:cc-by-nc-4.0|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:30.727Z","emptyReason":null},"stars":null,"forks":null,"downloads":110,"likes":0,"task":"translation","library":null,"packageName":null,"latestVersion":null,"tractionLabel":"110 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:30.727Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:30.727Z","lastCrawledAt":"2026-10-11T20:37:30.727Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:30.727Z","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-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-15T17:54:40.375Z"}},"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-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-11/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-ilprl-docse-neptam20k-mbart-50-610-9m-hjk9xf-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":"2026-10-11T20:37:30.727Z","emptyReason":null},"readme":"# ilprl-docse/NepTam20k-mBART-50-610.9M\nHugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads.\n\nTask: `translation`\n\nTags: safetensors, mbart, translation, low-resource, Nepali, Tamang, mbart50, NMT, ILPRL, ne, tam, dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus\n\nSource: https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","readmeExcerpt":"ilprl-docse/NepTam20k-mBART-50-610.9M Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. Task: translation Tags: safetensors, mbart, translation, low-resource, Nepali, Tamang, mbart50, NMT, ILPRL, ne, tam, dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus Source: https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. ilprl-docse/NepTam20k-mBART-50-610.9M Hugging Face model ilprl-docse/NepTam20k-mBART-50-610.9M. Task: translation. 110 downloads. Task: translation Tags: safetensors, mbart, translation, low-resource, Nepali, Tamang, mbart50, NMT, ILPRL, ne, tam, dataset:ilprl-docse/NepTam-A-Nepali-Tamang-Parallel-Corpus Source: https://huggingface.co/models/ilprl-docse/NepTam20k-mBART-50-610.9M","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":410,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:30.727Z","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":"2026-10-11T20:37:30.727Z","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":"2026-10-15T17:54:40.376Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}