{"id":"070a208e-d9bc-40c6-a645-3ed511aeb51f","entityType":"agent","slug":"hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i","name":"tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","canonicalUrl":"https://www.xpersona.co/agent/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i","canonicalPath":"/agent/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i","generatedAt":"2026-10-15T21:41:17.404Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"description":"Hugging Face model PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed. Library: pruna-ai. 108 downloads.","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 108 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","homepage":"https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","kind":"source"}],"safetyScore":80,"overallRank":37,"popularityScore":24,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed technical dossier on Xpersona with pruna-ai, gguf, endpoints_compatible cover"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"pruna-ai","status":"self-declared"},{"label":"gguf","status":"self-declared"},{"label":"endpoints_compatible","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"pruna-ai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gguf","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:pruna-ai|supported|profile capability:gguf|supported|profile capability:endpoints_compatible|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"stars":null,"forks":null,"downloads":108,"likes":0,"task":null,"library":"pruna-ai","packageName":null,"latestVersion":null,"tractionLabel":"108 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:37:31.200Z","lastCrawledAt":"2026-10-11T20:37:31.200Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:37:31.200Z","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":["No published capability contract is available yet, so validate auth and request/response behavior manually.","Review the upstream HUGGINGFACE listing at https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed before using production credentials."],"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-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-15T21:41:17.404Z"}},"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-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-prunaai-tyzhu-tiny-llama-1b-8k-intramask-cc-8k-iter-320000-ckpt-step-40000-hf-gguf-smashed-1ffl0d4-2i/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":"medium","updatedAt":"2026-10-11T20:37:31.200Z","emptyReason":null},"readme":"# PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed\nHugging Face model PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed. Library: pruna-ai. 108 downloads.\n\nTags: pruna-ai, gguf, endpoints_compatible\n\nSource: https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","readmeExcerpt":"PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed Hugging Face model PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed. Library: pruna-ai. 108 downloads. Tags: pruna-ai, gguf, endpoints_compatible Source: https://huggingface.co/models/PrunaAI/tyzhu-tiny_LLaMA_1b_8k_intramask_cc_8k_iter-320000-ckpt-step-40000_hf-GGUF-smashed","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":550,"uniquenessScore":44,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:37:31.200Z","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":"2026-10-11T20:37:31.200Z","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":"2026-10-15T21:41:17.404Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}