{"id":"f51ff84b-f1b6-4e40-b05e-a1f31da8be93","entityType":"agent","slug":"hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13","name":"INTELLECT-1-Instruct-8bit","canonicalUrl":"https://www.xpersona.co/agent/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13","canonicalPath":"/agent/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13","generatedAt":"2026-10-11T23:26:25.854Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:39:02.179Z","emptyReason":null},"description":"Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. mlx-community/INTELLECT-1-Instruct-8bit Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. Task: text-generation Tags: mlx, safetensors, llama, text-generation, conversational, en, dataset:PrimeIntellect/fineweb-edu, dataset:PrimeIntellect/fineweb, dataset:PrimeIntellect/StackV1-popular, dataset:mlfoundations/dclm-baseline-1.0-parquet, dataset:open-web-math/","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 26 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/mlx-community/INTELLECT-1-Instruct-8bit","homepage":"https://huggingface.co/models/mlx-community/INTELLECT-1-Instruct-8bit","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/mlx-community/INTELLECT-1-Instruct-8bit","kind":"source"}],"safetyScore":80,"overallRank":33.5,"popularityScore":17,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. mlx-community/INTELLECT-1-Instruct-8bit Hugging F"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:02.179Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"mlx","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"llama","status":"self-declared"},{"label":"text-generation","status":"self-declared"},{"label":"conversational","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"dataset:PrimeIntellect/fineweb-edu","status":"self-declared"},{"label":"dataset:PrimeIntellect/fineweb","status":"self-declared"},{"label":"dataset:PrimeIntellect/StackV1-popular","status":"self-declared"},{"label":"dataset:mlfoundations/dclm-baseline-1.0-parquet","status":"self-declared"},{"label":"dataset:open-web-math/open-web-math","status":"self-declared"},{"label":"dataset:arcee-ai/EvolKit-75K","status":"self-declared"},{"label":"dataset:arcee-ai/Llama-405B-Logits","status":"self-declared"},{"label":"dataset:arcee-ai/The-Tomb","status":"self-declared"},{"label":"dataset:mlabonne/open-perfectblend-fixed","status":"self-declared"},{"label":"dataset:microsoft/orca-agentinstruct-1M-v1-cleaned","status":"self-declared"},{"label":"dataset:Post-training-Data-Flywheel/AutoIF-instruct-61k-with-funcs","status":"self-declared"},{"label":"dataset:Team-ACE/ToolACE","status":"self-declared"},{"label":"dataset:Synthia-coder","status":"self-declared"},{"label":"dataset:ServiceNow-AI/M2Lingual","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":"llama","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-generation","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"},{"key":"en","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:PrimeIntellect/fineweb-edu","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:PrimeIntellect/fineweb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:PrimeIntellect/StackV1-popular","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:mlfoundations/dclm-baseline-1.0-parquet","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:open-web-math/open-web-math","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:arcee-ai/EvolKit-75K","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:arcee-ai/Llama-405B-Logits","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:arcee-ai/The-Tomb","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:mlabonne/open-perfectblend-fixed","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:microsoft/orca-agentinstruct-1M-v1-cleaned","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Post-training-Data-Flywheel/AutoIF-instruct-61k-with-funcs","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Team-ACE/ToolACE","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Synthia-coder","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:ServiceNow-AI/M2Lingual","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:mlx|supported|profile capability:safetensors|supported|profile capability:llama|supported|profile capability:text-generation|supported|profile capability:conversational|supported|profile capability:en|supported|profile capability:dataset:PrimeIntellect/fineweb-edu|supported|profile capability:dataset:PrimeIntellect/fineweb|supported|profile capability:dataset:PrimeIntellect/StackV1-popular|supported|profile capability:dataset:mlfoundations/dclm-baseline-1.0-parquet|supported|profile capability:dataset:open-web-math/open-web-math|supported|profile capability:dataset:arcee-ai/EvolKit-75K|supported|profile capability:dataset:arcee-ai/Llama-405B-Logits|supported|profile capability:dataset:arcee-ai/The-Tomb|supported|profile capability:dataset:mlabonne/open-perfectblend-fixed|supported|profile capability:dataset:microsoft/orca-agentinstruct-1M-v1-cleaned|supported|profile capability:dataset:Post-training-Data-Flywheel/AutoIF-instruct-61k-with-funcs|supported|profile capability:dataset:Team-ACE/ToolACE|supported|profile capability:dataset:Synthia-coder|supported|profile capability:dataset:ServiceNow-AI/M2Lingual|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:02.179Z","emptyReason":null},"stars":null,"forks":null,"downloads":26,"likes":0,"task":"text-generation","library":"mlx","packageName":null,"latestVersion":null,"tractionLabel":"26 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:39:02.179Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:39:02.179Z","lastCrawledAt":"2026-10-11T20:39:02.179Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:39:02.179Z","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-mlx-community-intellect-1-instruct-8bit-chnqyg-13/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:26:25.854Z"}},"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-mlx-community-intellect-1-instruct-8bit-chnqyg-13/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mlx-community-intellect-1-instruct-8bit-chnqyg-13/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":"2026-10-11T20:39:02.179Z","emptyReason":null},"readme":"# mlx-community/INTELLECT-1-Instruct-8bit\nHugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads.\n\nTask: `text-generation`\n\nTags: mlx, safetensors, llama, text-generation, conversational, en, dataset:PrimeIntellect/fineweb-edu, dataset:PrimeIntellect/fineweb, dataset:PrimeIntellect/StackV1-popular, dataset:mlfoundations/dclm-baseline-1.0-parquet, dataset:open-web-math/open-web-math, dataset:arcee-ai/EvolKit-75K\n\nSource: https://huggingface.co/models/mlx-community/INTELLECT-1-Instruct-8bit","readmeExcerpt":"mlx-community/INTELLECT-1-Instruct-8bit Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. Task: text-generation Tags: mlx, safetensors, llama, text-generation, conversational, en, dataset:PrimeIntellect/fineweb-edu, dataset:PrimeIntellect/fineweb, dataset:PrimeIntellect/StackV1-popular, dataset:mlfoundations/dclm-baseline-1.0-parquet, dataset:open-web-math/","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. mlx-community/INTELLECT-1-Instruct-8bit Hugging Face model mlx-community/INTELLECT-1-Instruct-8bit. Task: text generation. Library: mlx. 26 downloads. Task: text-generation Tags: mlx, safetensors, llama, text-generation, conversational, en, dataset:PrimeIntellect/fineweb-edu, dataset:PrimeIntellect/fineweb, dataset:PrimeIntellect/StackV1-popular, dataset:mlfoundations/dclm-baseline-1.0-parquet, dataset:open-web-math/","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":386,"uniquenessScore":63,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:39:02.179Z","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":"2026-10-11T20:39:02.179Z","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":"2026-10-11T23:26:25.854Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}