{"id":"81d9d76d-a7ff-434b-982e-6605c4e767ca","entityType":"agent","slug":"hf-model-zeromn-shmt-1asihj1-b","name":"SHMT","canonicalUrl":"https://www.xpersona.co/agent/hf-model-zeromn-shmt-1asihj1-b","canonicalPath":"/agent/hf-model-zeromn-shmt-1asihj1-b","generatedAt":"2026-10-12T00:03:23.562Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:19.643Z","emptyReason":null},"description":"Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. zeroMN/SHMT Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. Task: audio-text-to-text Tags: transformers, transformer, multimodal, vqa, text, audio, audio-text-to-text, en, zh, dataset:zeroMN/nlp_corpus_zh, dataset:zeroMN/hanlp_date-zh, dataset:nyu-mll/glue Source: https://huggingface.co/models/zeroMN/SHMT","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 41 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/zeroMN/SHMT","homepage":"https://huggingface.co/models/zeroMN/SHMT","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/zeroMN/SHMT","kind":"source"}],"safetyScore":80,"overallRank":34.5,"popularityScore":19,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. zeroMN/SHMT Hugging Face model zeroMN/SHMT. Task: audio "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:19.643Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"transformer","status":"self-declared"},{"label":"multimodal","status":"self-declared"},{"label":"vqa","status":"self-declared"},{"label":"text","status":"self-declared"},{"label":"audio","status":"self-declared"},{"label":"audio-text-to-text","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"zh","status":"self-declared"},{"label":"dataset:zeroMN/nlp_corpus_zh","status":"self-declared"},{"label":"dataset:zeroMN/hanlp_date-zh","status":"self-declared"},{"label":"dataset:nyu-mll/glue","status":"self-declared"},{"label":"dataset:aps/super_glue","status":"self-declared"},{"label":"dataset:facebook/anli","status":"self-declared"},{"label":"dataset:tasksource/babi_nli","status":"self-declared"},{"label":"dataset:zeroMN/AVEdate","status":"self-declared"},{"label":"dataset:sick","status":"self-declared"},{"label":"dataset:snli","status":"self-declared"},{"label":"dataset:scitail","status":"self-declared"},{"label":"dataset:hans","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"transformer","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multimodal","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"vqa","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"audio","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"audio-text-to-text","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":"zh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:zeroMN/nlp_corpus_zh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:zeroMN/hanlp_date-zh","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:nyu-mll/glue","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:aps/super_glue","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:facebook/anli","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:tasksource/babi_nli","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:zeroMN/AVEdate","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:sick","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:snli","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:scitail","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:hans","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:transformer|supported|profile capability:multimodal|supported|profile capability:vqa|supported|profile capability:text|supported|profile capability:audio|supported|profile capability:audio-text-to-text|supported|profile capability:en|supported|profile capability:zh|supported|profile capability:dataset:zeroMN/nlp_corpus_zh|supported|profile capability:dataset:zeroMN/hanlp_date-zh|supported|profile capability:dataset:nyu-mll/glue|supported|profile capability:dataset:aps/super_glue|supported|profile capability:dataset:facebook/anli|supported|profile capability:dataset:tasksource/babi_nli|supported|profile capability:dataset:zeroMN/AVEdate|supported|profile capability:dataset:sick|supported|profile capability:dataset:snli|supported|profile capability:dataset:scitail|supported|profile capability:dataset:hans|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:19.643Z","emptyReason":null},"stars":null,"forks":null,"downloads":41,"likes":1,"task":"audio-text-to-text","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"41 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:19.643Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:19.643Z","lastCrawledAt":"2026-10-11T20:38:19.643Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:19.643Z","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-zeromn-shmt-1asihj1-b/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T00:03:23.562Z"}},"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-zeromn-shmt-1asihj1-b/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-zeromn-shmt-1asihj1-b/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":"2026-10-11T20:38:19.643Z","emptyReason":null},"readme":"# zeroMN/SHMT\nHugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes.\n\nTask: `audio-text-to-text`\n\nTags: transformers, transformer, multimodal, vqa, text, audio, audio-text-to-text, en, zh, dataset:zeroMN/nlp_corpus_zh, dataset:zeroMN/hanlp_date-zh, dataset:nyu-mll/glue\n\nSource: https://huggingface.co/models/zeroMN/SHMT","readmeExcerpt":"zeroMN/SHMT Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. Task: audio-text-to-text Tags: transformers, transformer, multimodal, vqa, text, audio, audio-text-to-text, en, zh, dataset:zeroMN/nlp_corpus_zh, dataset:zeroMN/hanlp_date-zh, dataset:nyu-mll/glue Source: https://huggingface.co/models/zeroMN/SHMT","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. zeroMN/SHMT Hugging Face model zeroMN/SHMT. Task: audio text to text. Library: transformers. 41 downloads. 1 likes. Task: audio-text-to-text Tags: transformers, transformer, multimodal, vqa, text, audio, audio-text-to-text, en, zh, dataset:zeroMN/nlp_corpus_zh, dataset:zeroMN/hanlp_date-zh, dataset:nyu-mll/glue Source: https://huggingface.co/models/zeroMN/SHMT","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":371,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:19.643Z","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":"2026-10-11T20:38:19.643Z","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":"2026-10-12T00:03:23.562Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}