{"id":"1a740e5e-b836-4588-9632-07622262fc3d","entityType":"agent","slug":"hf-model-valhalla-distilbart-mnli-12-1","name":"distilbart-mnli-12-1","canonicalUrl":"https://www.xpersona.co/agent/hf-model-valhalla-distilbart-mnli-12-1","canonicalPath":"/agent/hf-model-valhalla-distilbart-mnli-12-1","generatedAt":"2026-10-12T19:15:24.194Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:35:57.108Z","emptyReason":null},"description":"Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. valhalla/distilbart-mnli-12-1 Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. Task: zero-shot-classification Tags: transformers, pytorch, jax, bart, text-classification, distilbart, distilbart-mnli, zero-shot-classification, dataset:mnli, endpoints_compatible, deploy:azure Source: https://huggingface.co/models/valhalla/distilbart-mnl","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 14.2K downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/valhalla/distilbart-mnli-12-1","homepage":"https://huggingface.co/models/valhalla/distilbart-mnli-12-1","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/valhalla/distilbart-mnli-12-1","kind":"source"}],"safetyScore":80,"overallRank":50,"popularityScore":50,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. valhalla/distilbart-mnli-12"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:57.108Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"pytorch","status":"self-declared"},{"label":"jax","status":"self-declared"},{"label":"bart","status":"self-declared"},{"label":"text-classification","status":"self-declared"},{"label":"distilbart","status":"self-declared"},{"label":"distilbart-mnli","status":"self-declared"},{"label":"zero-shot-classification","status":"self-declared"},{"label":"dataset:mnli","status":"self-declared"},{"label":"endpoints_compatible","status":"self-declared"},{"label":"deploy:azure","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":11,"capabilityMatrix":{"rows":[{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pytorch","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"jax","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"bart","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"distilbart","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"distilbart-mnli","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"zero-shot-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:mnli","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"},{"key":"deploy:azure","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:pytorch|supported|profile capability:jax|supported|profile capability:bart|supported|profile capability:text-classification|supported|profile capability:distilbart|supported|profile capability:distilbart-mnli|supported|profile capability:zero-shot-classification|supported|profile capability:dataset:mnli|supported|profile capability:endpoints_compatible|supported|profile capability:deploy:azure|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:57.108Z","emptyReason":null},"stars":null,"forks":null,"downloads":14178,"likes":56,"task":"zero-shot-classification","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"14.2K downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:35:57.108Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:35:57.108Z","lastCrawledAt":"2026-10-11T20:35:57.108Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:31:14.938Z","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-valhalla-distilbart-mnli-12-1/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T19:15:24.194Z"}},"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-valhalla-distilbart-mnli-12-1/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-valhalla-distilbart-mnli-12-1/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":"2026-10-11T20:35:57.108Z","emptyReason":null},"readme":"# valhalla/distilbart-mnli-12-1\nHugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes.\n\nTask: `zero-shot-classification`\n\nTags: transformers, pytorch, jax, bart, text-classification, distilbart, distilbart-mnli, zero-shot-classification, dataset:mnli, endpoints_compatible, deploy:azure\n\nSource: https://huggingface.co/models/valhalla/distilbart-mnli-12-1","readmeExcerpt":"valhalla/distilbart-mnli-12-1 Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. Task: zero-shot-classification Tags: transformers, pytorch, jax, bart, text-classification, distilbart, distilbart-mnli, zero-shot-classification, dataset:mnli, endpoints_compatible, deploy:azure Source: https://huggingface.co/models/valhalla/distilbart-mnl","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. valhalla/distilbart-mnli-12-1 Hugging Face model valhalla/distilbart-mnli-12-1. Task: zero shot classification. Library: transformers. 14,178 downloads. 56 likes. Task: zero-shot-classification Tags: transformers, pytorch, jax, bart, text-classification, distilbart, distilbart-mnli, zero-shot-classification, dataset:mnli, endpoints_compatible, deploy:azure Source: https://huggingface.co/models/valhalla/distilbart-mnl","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":391,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:35:57.108Z","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":"2026-10-11T20:35:57.108Z","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":"2026-10-12T19:15:24.194Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}