{"id":"0c650925-c878-41e5-b66b-269089fba14a","entityType":"agent","slug":"hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10","name":"nirukti-translate-1.3b","canonicalUrl":"https://www.xpersona.co/agent/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10","canonicalPath":"/agent/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10","generatedAt":"2026-10-13T09:22:35.840Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:37:48.501Z","emptyReason":null},"description":"Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Anonym-050326/nirukti-translate-1.3b Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Task: translation Tags: transformers, safetensors, m2m_100, text2text-generation, translation, indic-languages, low-resource, multilingual, seq2seq, ahr, asm, awa Source: https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 72 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","homepage":"https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","kind":"source"}],"safetyScore":80,"overallRank":36,"popularityScore":22,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Anonym-050326/nirukti-translate-1.3b Hugging Fa"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:48.501Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"m2m_100","status":"self-declared"},{"label":"text2text-generation","status":"self-declared"},{"label":"translation","status":"self-declared"},{"label":"indic-languages","status":"self-declared"},{"label":"low-resource","status":"self-declared"},{"label":"multilingual","status":"self-declared"},{"label":"seq2seq","status":"self-declared"},{"label":"ahr","status":"self-declared"},{"label":"asm","status":"self-declared"},{"label":"awa","status":"self-declared"},{"label":"ben","status":"self-declared"},{"label":"bfy","status":"self-declared"},{"label":"bgc","status":"self-declared"},{"label":"bgq","status":"self-declared"},{"label":"bhb","status":"self-declared"},{"label":"bho","status":"self-declared"},{"label":"bns","status":"self-declared"},{"label":"bra","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":"m2m_100","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":"indic-languages","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":"multilingual","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"seq2seq","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ahr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"asm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"awa","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ben","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bfy","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bgc","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bgq","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bhb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bho","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bns","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bra","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:m2m_100|supported|profile capability:text2text-generation|supported|profile capability:translation|supported|profile capability:indic-languages|supported|profile capability:low-resource|supported|profile capability:multilingual|supported|profile capability:seq2seq|supported|profile capability:ahr|supported|profile capability:asm|supported|profile capability:awa|supported|profile capability:ben|supported|profile capability:bfy|supported|profile capability:bgc|supported|profile capability:bgq|supported|profile capability:bhb|supported|profile capability:bho|supported|profile capability:bns|supported|profile capability:bra|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:48.501Z","emptyReason":null},"stars":null,"forks":null,"downloads":72,"likes":0,"task":"translation","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"72 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:48.501Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:48.501Z","lastCrawledAt":"2026-10-11T20:37:48.501Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:48.501Z","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-anonym-050326-nirukti-translate-1-3b-1wikzef-10/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T09:22:35.840Z"}},"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-anonym-050326-nirukti-translate-1-3b-1wikzef-10/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-anonym-050326-nirukti-translate-1-3b-1wikzef-10/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":"2026-10-11T20:37:48.501Z","emptyReason":null},"readme":"# Anonym-050326/nirukti-translate-1.3b\nHugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads.\n\nTask: `translation`\n\nTags: transformers, safetensors, m2m_100, text2text-generation, translation, indic-languages, low-resource, multilingual, seq2seq, ahr, asm, awa\n\nSource: https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","readmeExcerpt":"Anonym-050326/nirukti-translate-1.3b Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Task: translation Tags: transformers, safetensors, m2m_100, text2text-generation, translation, indic-languages, low-resource, multilingual, seq2seq, ahr, asm, awa Source: https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Anonym-050326/nirukti-translate-1.3b Hugging Face model Anonym-050326/nirukti-translate-1.3b. Task: translation. Library: transformers. 72 downloads. Task: translation Tags: transformers, safetensors, m2m_100, text2text-generation, translation, indic-languages, low-resource, multilingual, seq2seq, ahr, asm, awa Source: https://huggingface.co/models/Anonym-050326/nirukti-translate-1.3b","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":384,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:48.501Z","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":"2026-10-11T20:37:48.501Z","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":"2026-10-13T09:22:35.840Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}