{"id":"cc8c2d4f-d946-4148-bf61-4e610971ad5c","entityType":"agent","slug":"hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14","name":"OxCoder-9B-MTP-ROCmFP4-GGUF","canonicalUrl":"https://www.xpersona.co/agent/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14","canonicalPath":"/agent/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14","generatedAt":"2026-10-11T23:47:45.933Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:36:53.703Z","emptyReason":null},"description":"Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. Task: image-text-to-text Tags: gguf, llama.cpp, rocm, amd, rocmfp4, rocmfpx, strix-halo, amd-strix-halo, gfx1151, ryzen-ai-max, ryzen-ai-max-395, radeon-8060s Source: https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 282 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","homepage":"https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","kind":"source"}],"safetyScore":80,"overallRank":39.5,"popularityScore":29,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF Hu"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:53.703Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"gguf","status":"self-declared"},{"label":"llama.cpp","status":"self-declared"},{"label":"rocm","status":"self-declared"},{"label":"amd","status":"self-declared"},{"label":"rocmfp4","status":"self-declared"},{"label":"rocmfpx","status":"self-declared"},{"label":"strix-halo","status":"self-declared"},{"label":"amd-strix-halo","status":"self-declared"},{"label":"gfx1151","status":"self-declared"},{"label":"ryzen-ai-max","status":"self-declared"},{"label":"ryzen-ai-max-395","status":"self-declared"},{"label":"radeon-8060s","status":"self-declared"},{"label":"mtp","status":"self-declared"},{"label":"speculative-decoding","status":"self-declared"},{"label":"code","status":"self-declared"},{"label":"coding","status":"self-declared"},{"label":"multimodal","status":"self-declared"},{"label":"vision","status":"self-declared"},{"label":"oxcoder","status":"self-declared"},{"label":"qwen3.5","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"gguf","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"llama.cpp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"rocm","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"amd","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"rocmfp4","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"rocmfpx","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"strix-halo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"amd-strix-halo","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gfx1151","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ryzen-ai-max","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"ryzen-ai-max-395","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"radeon-8060s","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mtp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"speculative-decoding","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"code","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"coding","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":"vision","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"oxcoder","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"qwen3.5","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:gguf|supported|profile capability:llama.cpp|supported|profile capability:rocm|supported|profile capability:amd|supported|profile capability:rocmfp4|supported|profile capability:rocmfpx|supported|profile capability:strix-halo|supported|profile capability:amd-strix-halo|supported|profile capability:gfx1151|supported|profile capability:ryzen-ai-max|supported|profile capability:ryzen-ai-max-395|supported|profile capability:radeon-8060s|supported|profile capability:mtp|supported|profile capability:speculative-decoding|supported|profile capability:code|supported|profile capability:coding|supported|profile capability:multimodal|supported|profile capability:vision|supported|profile capability:oxcoder|supported|profile capability:qwen3.5|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:53.703Z","emptyReason":null},"stars":null,"forks":null,"downloads":282,"likes":0,"task":"image-text-to-text","library":"gguf","packageName":null,"latestVersion":null,"tractionLabel":"282 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:53.703Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:36:53.703Z","lastCrawledAt":"2026-10-11T20:36:53.703Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:36:53.703Z","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-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-11T23:47:45.932Z"}},"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-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-kingjones777-oxcoder-9b-mtp-rocmfp4-gguf-1k92h0r-14/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":"2026-10-11T20:36:53.703Z","emptyReason":null},"readme":"# kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF\nHugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads.\n\nTask: `image-text-to-text`\n\nTags: gguf, llama.cpp, rocm, amd, rocmfp4, rocmfpx, strix-halo, amd-strix-halo, gfx1151, ryzen-ai-max, ryzen-ai-max-395, radeon-8060s\n\nSource: https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","readmeExcerpt":"kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. Task: image-text-to-text Tags: gguf, llama.cpp, rocm, amd, rocmfp4, rocmfpx, strix-halo, amd-strix-halo, gfx1151, ryzen-ai-max, ryzen-ai-max-395, radeon-8060s Source: https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF Hugging Face model kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF. Task: image text to text. Library: gguf. 282 downloads. Task: image-text-to-text Tags: gguf, llama.cpp, rocm, amd, rocmfp4, rocmfpx, strix-halo, amd-strix-halo, gfx1151, ryzen-ai-max, ryzen-ai-max-395, radeon-8060s Source: https://huggingface.co/models/kingjones777/OxCoder-9B-MTP-ROCmFP4-GGUF","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":423,"uniquenessScore":58,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:36:53.703Z","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":"2026-10-11T20:36:53.703Z","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":"2026-10-11T23:47:45.933Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}