{"id":"b6d96a77-e07a-47f1-9ae8-ae719e638476","entityType":"agent","slug":"hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18","name":"Superthoughts-mini-v1-3.8b-GGUF","canonicalUrl":"https://www.xpersona.co/agent/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18","canonicalPath":"/agent/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18","generatedAt":"2026-10-13T16:48:54.891Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:36:49.947Z","emptyReason":null},"description":"Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. mradermacher/Superthoughts-mini-v1-3.8b-GGUF Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. Tags: transformers, gguf, unsloth, trl, grpo, phi, reasoning, superthoughts, COT, rl, en, dataset:openai/gsm8k Source: https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 309 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","homepage":"https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","kind":"source"}],"safetyScore":80,"overallRank":40,"popularityScore":30,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. mradermacher/Superthoughts-mini-v1-3.8b-GGUF Hugging Face"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:49.947Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"gguf","status":"self-declared"},{"label":"unsloth","status":"self-declared"},{"label":"trl","status":"self-declared"},{"label":"grpo","status":"self-declared"},{"label":"phi","status":"self-declared"},{"label":"reasoning","status":"self-declared"},{"label":"superthoughts","status":"self-declared"},{"label":"COT","status":"self-declared"},{"label":"rl","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"dataset:openai/gsm8k","status":"self-declared"},{"label":"dataset:Pinkstack/intructions-sft-sharegpt","status":"self-declared"},{"label":"license:mit","status":"self-declared"},{"label":"endpoints_compatible","status":"self-declared"},{"label":"conversational","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":16,"capabilityMatrix":{"rows":[{"key":"transformers","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":"unsloth","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"trl","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"grpo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"phi","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"reasoning","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"superthoughts","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"COT","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"rl","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:openai/gsm8k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Pinkstack/intructions-sft-sharegpt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"license:mit","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":"conversational","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:gguf|supported|profile capability:unsloth|supported|profile capability:trl|supported|profile capability:grpo|supported|profile capability:phi|supported|profile capability:reasoning|supported|profile capability:superthoughts|supported|profile capability:COT|supported|profile capability:rl|supported|profile capability:en|supported|profile capability:dataset:openai/gsm8k|supported|profile capability:dataset:Pinkstack/intructions-sft-sharegpt|supported|profile capability:license:mit|supported|profile capability:endpoints_compatible|supported|profile capability:conversational|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:49.947Z","emptyReason":null},"stars":null,"forks":null,"downloads":309,"likes":0,"task":null,"library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"309 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:49.947Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:36:49.947Z","lastCrawledAt":"2026-10-11T20:36:49.947Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:36:49.947Z","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-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T16:48:54.890Z"}},"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-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-superthoughts-mini-v1-3-8b-gguf-nt1f2a-18/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":"2026-10-11T20:36:49.947Z","emptyReason":null},"readme":"# mradermacher/Superthoughts-mini-v1-3.8b-GGUF\nHugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads.\n\nTags: transformers, gguf, unsloth, trl, grpo, phi, reasoning, superthoughts, COT, rl, en, dataset:openai/gsm8k\n\nSource: https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","readmeExcerpt":"mradermacher/Superthoughts-mini-v1-3.8b-GGUF Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. Tags: transformers, gguf, unsloth, trl, grpo, phi, reasoning, superthoughts, COT, rl, en, dataset:openai/gsm8k Source: https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. mradermacher/Superthoughts-mini-v1-3.8b-GGUF Hugging Face model mradermacher/Superthoughts-mini-v1-3.8b-GGUF. Library: transformers. 309 downloads. Tags: transformers, gguf, unsloth, trl, grpo, phi, reasoning, superthoughts, COT, rl, en, dataset:openai/gsm8k Source: https://huggingface.co/models/mradermacher/Superthoughts-mini-v1-3.8b-GGUF","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":398,"uniquenessScore":60,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:36:49.947Z","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":"2026-10-11T20:36:49.947Z","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":"2026-10-13T16:48:54.891Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}