{"id":"1f121b63-6fa5-4287-b3b4-d470b1d39d65","entityType":"agent","slug":"hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v","name":"hy-mt2-7b-8bit-mlx","canonicalUrl":"https://www.xpersona.co/agent/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v","canonicalPath":"/agent/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v","generatedAt":"2026-10-12T23:01:06.706Z","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 sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. sahilchachra/hy-mt2-7b-8bit-mlx Hugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. Task: translation Tags: mlx, safetensors, hunyuan_v1_dense, quantized, translation, hunyuan, apple-silicon, en, zh, fr, es, de Source: https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","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/sahilchachra/hy-mt2-7b-8bit-mlx","homepage":"https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","kind":"source"}],"safetyScore":80,"overallRank":36,"popularityScore":22,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. sahilchachra/hy-mt2-7b-8bit-mlx Hugging Face model s"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:37:48.501Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"mlx","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"hunyuan_v1_dense","status":"self-declared"},{"label":"quantized","status":"self-declared"},{"label":"translation","status":"self-declared"},{"label":"hunyuan","status":"self-declared"},{"label":"apple-silicon","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"zh","status":"self-declared"},{"label":"fr","status":"self-declared"},{"label":"es","status":"self-declared"},{"label":"de","status":"self-declared"},{"label":"ja","status":"self-declared"},{"label":"ko","status":"self-declared"},{"label":"ar","status":"self-declared"},{"label":"ru","status":"self-declared"},{"label":"pt","status":"self-declared"},{"label":"it","status":"self-declared"},{"label":"base_model:tencent/Hy-MT2-7B","status":"self-declared"},{"label":"base_model:quantized:tencent/Hy-MT2-7B","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"mlx","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":"hunyuan_v1_dense","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"quantized","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":"hunyuan","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"apple-silicon","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":"fr","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"es","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"de","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ja","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ko","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ar","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ru","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"pt","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"it","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:tencent/Hy-MT2-7B","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:tencent/Hy-MT2-7B","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:mlx|supported|profile capability:safetensors|supported|profile capability:hunyuan_v1_dense|supported|profile capability:quantized|supported|profile capability:translation|supported|profile capability:hunyuan|supported|profile capability:apple-silicon|supported|profile capability:en|supported|profile capability:zh|supported|profile capability:fr|supported|profile capability:es|supported|profile capability:de|supported|profile capability:ja|supported|profile capability:ko|supported|profile capability:ar|supported|profile capability:ru|supported|profile capability:pt|supported|profile capability:it|supported|profile capability:base_model:tencent/Hy-MT2-7B|supported|profile capability:base_model:quantized:tencent/Hy-MT2-7B|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":1,"task":"translation","library":"mlx","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-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-12T23:01:06.706Z"}},"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-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-sahilchachra-hy-mt2-7b-8bit-mlx-2pxcq2-v/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":"# sahilchachra/hy-mt2-7b-8bit-mlx\nHugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes.\n\nTask: `translation`\n\nTags: mlx, safetensors, hunyuan_v1_dense, quantized, translation, hunyuan, apple-silicon, en, zh, fr, es, de\n\nSource: https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","readmeExcerpt":"sahilchachra/hy-mt2-7b-8bit-mlx Hugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. Task: translation Tags: mlx, safetensors, hunyuan_v1_dense, quantized, translation, hunyuan, apple-silicon, en, zh, fr, es, de Source: https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. sahilchachra/hy-mt2-7b-8bit-mlx Hugging Face model sahilchachra/hy-mt2-7b-8bit-mlx. Task: translation. Library: mlx. 72 downloads. 1 likes. Task: translation Tags: mlx, safetensors, hunyuan_v1_dense, quantized, translation, hunyuan, apple-silicon, en, zh, fr, es, de Source: https://huggingface.co/models/sahilchachra/hy-mt2-7b-8bit-mlx","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":411,"uniquenessScore":59,"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":"2026-10-12T23:01:06.706Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}