{"id":"de2e64dd-5b34-4fad-bbfa-fb39e7241c56","entityType":"agent","slug":"hf-model-lowdown-labs-fela-chemistry-1h87y70-r","name":"fela-chemistry","canonicalUrl":"https://www.xpersona.co/agent/hf-model-lowdown-labs-fela-chemistry-1h87y70-r","canonicalPath":"/agent/hf-model-lowdown-labs-fela-chemistry-1h87y70-r","generatedAt":"2026-10-14T18:04:44.155Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:38:20.223Z","emptyReason":null},"description":"Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. lowdown-labs/fela-chemistry Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. Task: text-classification Tags: transformers, safetensors, fela-chem, feature-extraction, fela, fourier-neural-operator, fno, cpu, on-device, chemistry, cheminformatics, smiles Source: https://huggingface.co/models/lowdown-labs/fela-chemistry","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/lowdown-labs/fela-chemistry","homepage":"https://huggingface.co/models/lowdown-labs/fela-chemistry","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/lowdown-labs/fela-chemistry","kind":"source"}],"safetyScore":80,"overallRank":34.5,"popularityScore":19,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. lowdown-labs/fela-chemistry Hugging Fac"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:20.223Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"safetensors","status":"self-declared"},{"label":"fela-chem","status":"self-declared"},{"label":"feature-extraction","status":"self-declared"},{"label":"fela","status":"self-declared"},{"label":"fourier-neural-operator","status":"self-declared"},{"label":"fno","status":"self-declared"},{"label":"cpu","status":"self-declared"},{"label":"on-device","status":"self-declared"},{"label":"chemistry","status":"self-declared"},{"label":"cheminformatics","status":"self-declared"},{"label":"smiles","status":"self-declared"},{"label":"molecular-property-prediction","status":"self-declared"},{"label":"retrosynthesis","status":"self-declared"},{"label":"reaction-yield","status":"self-declared"},{"label":"gated-deltanet","status":"self-declared"},{"label":"text-classification","status":"self-declared"},{"label":"custom_code","status":"self-declared"},{"label":"arxiv:1703.07076","status":"self-declared"},{"label":"arxiv:2010.08895","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","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":"fela-chem","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"feature-extraction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"fela","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"fourier-neural-operator","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"fno","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"cpu","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"on-device","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"chemistry","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"cheminformatics","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"smiles","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"molecular-property-prediction","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"retrosynthesis","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"reaction-yield","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gated-deltanet","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"text-classification","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"custom_code","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:1703.07076","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"arxiv:2010.08895","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:safetensors|supported|profile capability:fela-chem|supported|profile capability:feature-extraction|supported|profile capability:fela|supported|profile capability:fourier-neural-operator|supported|profile capability:fno|supported|profile capability:cpu|supported|profile capability:on-device|supported|profile capability:chemistry|supported|profile capability:cheminformatics|supported|profile capability:smiles|supported|profile capability:molecular-property-prediction|supported|profile capability:retrosynthesis|supported|profile capability:reaction-yield|supported|profile capability:gated-deltanet|supported|profile capability:text-classification|supported|profile capability:custom_code|supported|profile capability:arxiv:1703.07076|supported|profile capability:arxiv:2010.08895|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:20.223Z","emptyReason":null},"stars":null,"forks":null,"downloads":41,"likes":1,"task":"text-classification","library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"41 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:38:20.223Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:38:20.223Z","lastCrawledAt":"2026-10-11T20:38:20.223Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:38:20.223Z","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-lowdown-labs-fela-chemistry-1h87y70-r/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-14T18:04:44.155Z"}},"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-lowdown-labs-fela-chemistry-1h87y70-r/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-lowdown-labs-fela-chemistry-1h87y70-r/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":"2026-10-11T20:38:20.223Z","emptyReason":null},"readme":"# lowdown-labs/fela-chemistry\nHugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes.\n\nTask: `text-classification`\n\nTags: transformers, safetensors, fela-chem, feature-extraction, fela, fourier-neural-operator, fno, cpu, on-device, chemistry, cheminformatics, smiles\n\nSource: https://huggingface.co/models/lowdown-labs/fela-chemistry","readmeExcerpt":"lowdown-labs/fela-chemistry Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. Task: text-classification Tags: transformers, safetensors, fela-chem, feature-extraction, fela, fourier-neural-operator, fno, cpu, on-device, chemistry, cheminformatics, smiles Source: https://huggingface.co/models/lowdown-labs/fela-chemistry","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. lowdown-labs/fela-chemistry Hugging Face model lowdown-labs/fela-chemistry. Task: text classification. Library: transformers. 41 downloads. 1 likes. Task: text-classification Tags: transformers, safetensors, fela-chem, feature-extraction, fela, fourier-neural-operator, fno, cpu, on-device, chemistry, cheminformatics, smiles Source: https://huggingface.co/models/lowdown-labs/fela-chemistry","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":376,"uniquenessScore":65,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:38:20.223Z","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":"2026-10-11T20:38:20.223Z","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":"2026-10-14T18:04:44.155Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}