{"id":"f74eab83-d7d9-4c6d-818e-12e6061aad94","entityType":"agent","slug":"hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16","name":"TinyMistral-248M-Chat-v4-GGUF","canonicalUrl":"https://www.xpersona.co/agent/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16","canonicalPath":"/agent/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16","generatedAt":"2026-10-13T20:09:55.853Z","source":"HUGGINGFACE","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T20:36:50.440Z","emptyReason":null},"description":"Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. mradermacher/TinyMistral-248M-Chat-v4-GGUF Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. Tags: transformers, gguf, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:Felladrin/ChatML-ultrachat_200k, dataset:Open-Orca/OpenOrca, dataset:Felladrin/ChatML-OpenOrca, dataset:hkust-nlp/deita-10k-v0, dataset:Felladrin/ChatML-deita-10k-v0, dataset:LDJnr/Capybara, dataset:F","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 306 downloads reported by the source. Last updated 10/11/2026.","installCommand":null,"sourceUrl":"https://huggingface.co/models/mradermacher/TinyMistral-248M-Chat-v4-GGUF","homepage":"https://huggingface.co/models/mradermacher/TinyMistral-248M-Chat-v4-GGUF","primaryLinks":[{"label":"View on Hugging Face","url":"https://huggingface.co/models/mradermacher/TinyMistral-248M-Chat-v4-GGUF","kind":"source"}],"safetyScore":80,"overallRank":40,"popularityScore":30,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. mradermacher/TinyMistral-248M-Chat-v4-GGUF Hugging Face mod"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:50.440Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"transformers","status":"self-declared"},{"label":"gguf","status":"self-declared"},{"label":"en","status":"self-declared"},{"label":"dataset:HuggingFaceH4/ultrachat_200k","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-ultrachat_200k","status":"self-declared"},{"label":"dataset:Open-Orca/OpenOrca","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-OpenOrca","status":"self-declared"},{"label":"dataset:hkust-nlp/deita-10k-v0","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-deita-10k-v0","status":"self-declared"},{"label":"dataset:LDJnr/Capybara","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-Capybara","status":"self-declared"},{"label":"dataset:databricks/databricks-dolly-15k","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-databricks-dolly-15k","status":"self-declared"},{"label":"dataset:euclaise/reddit-instruct-curated","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-reddit-instruct-curated","status":"self-declared"},{"label":"dataset:CohereForAI/aya_dataset","status":"self-declared"},{"label":"dataset:Felladrin/ChatML-aya_dataset","status":"self-declared"},{"label":"dataset:HuggingFaceH4/ultrafeedback_binarized","status":"self-declared"},{"label":"base_model:Felladrin/TinyMistral-248M-Chat-v4","status":"self-declared"},{"label":"base_model:quantized:Felladrin/TinyMistral-248M-Chat-v4","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":20,"capabilityMatrix":{"rows":[{"key":"transformers","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"gguf","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:HuggingFaceH4/ultrachat_200k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-ultrachat_200k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Open-Orca/OpenOrca","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-OpenOrca","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:hkust-nlp/deita-10k-v0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-deita-10k-v0","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:LDJnr/Capybara","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-Capybara","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:databricks/databricks-dolly-15k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-databricks-dolly-15k","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:euclaise/reddit-instruct-curated","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-reddit-instruct-curated","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:CohereForAI/aya_dataset","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:Felladrin/ChatML-aya_dataset","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"dataset:HuggingFaceH4/ultrafeedback_binarized","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:Felladrin/TinyMistral-248M-Chat-v4","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"base_model:quantized:Felladrin/TinyMistral-248M-Chat-v4","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:transformers|supported|profile capability:gguf|supported|profile capability:en|supported|profile capability:dataset:HuggingFaceH4/ultrachat_200k|supported|profile capability:dataset:Felladrin/ChatML-ultrachat_200k|supported|profile capability:dataset:Open-Orca/OpenOrca|supported|profile capability:dataset:Felladrin/ChatML-OpenOrca|supported|profile capability:dataset:hkust-nlp/deita-10k-v0|supported|profile capability:dataset:Felladrin/ChatML-deita-10k-v0|supported|profile capability:dataset:LDJnr/Capybara|supported|profile capability:dataset:Felladrin/ChatML-Capybara|supported|profile capability:dataset:databricks/databricks-dolly-15k|supported|profile capability:dataset:Felladrin/ChatML-databricks-dolly-15k|supported|profile capability:dataset:euclaise/reddit-instruct-curated|supported|profile capability:dataset:Felladrin/ChatML-reddit-instruct-curated|supported|profile capability:dataset:CohereForAI/aya_dataset|supported|profile capability:dataset:Felladrin/ChatML-aya_dataset|supported|profile capability:dataset:HuggingFaceH4/ultrafeedback_binarized|supported|profile capability:base_model:Felladrin/TinyMistral-248M-Chat-v4|supported|profile capability:base_model:quantized:Felladrin/TinyMistral-248M-Chat-v4|supported|profile"}},"adoption":{"evidence":{"source":"HUGGINGFACE","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:50.440Z","emptyReason":null},"stars":null,"forks":null,"downloads":306,"likes":0,"task":null,"library":"transformers","packageName":null,"latestVersion":null,"tractionLabel":"306 downloads"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-11T20:36:50.440Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T20:36:50.440Z","lastCrawledAt":"2026-10-11T20:36:50.440Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-25T20:36:50.440Z","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-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"HUGGINGFACE","generatedAt":"2026-10-13T20:09:55.852Z"}},"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-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/hf-model-mradermacher-tinymistral-248m-chat-v4-gguf-qo9fxf-16/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":"2026-10-11T20:36:50.440Z","emptyReason":null},"readme":"# mradermacher/TinyMistral-248M-Chat-v4-GGUF\nHugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads.\n\nTags: transformers, gguf, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:Felladrin/ChatML-ultrachat_200k, dataset:Open-Orca/OpenOrca, dataset:Felladrin/ChatML-OpenOrca, dataset:hkust-nlp/deita-10k-v0, dataset:Felladrin/ChatML-deita-10k-v0, dataset:LDJnr/Capybara, dataset:Felladrin/ChatML-Capybara, dataset:databricks/databricks-dolly-15k\n\nSource: https://huggingface.co/models/mradermacher/TinyMistral-248M-Chat-v4-GGUF","readmeExcerpt":"mradermacher/TinyMistral-248M-Chat-v4-GGUF Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. Tags: transformers, gguf, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:Felladrin/ChatML-ultrachat_200k, dataset:Open-Orca/OpenOrca, dataset:Felladrin/ChatML-OpenOrca, dataset:hkust-nlp/deita-10k-v0, dataset:Felladrin/ChatML-deita-10k-v0, dataset:LDJnr/Capybara, dataset:F","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"HUGGINGFACE","editorialOverview":"Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. mradermacher/TinyMistral-248M-Chat-v4-GGUF Hugging Face model mradermacher/TinyMistral-248M-Chat-v4-GGUF. Library: transformers. 306 downloads. Tags: transformers, gguf, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:Felladrin/ChatML-ultrachat_200k, dataset:Open-Orca/OpenOrca, dataset:Felladrin/ChatML-OpenOrca, dataset:hkust-nlp/deita-10k-v0, dataset:Felladrin/ChatML-deita-10k-v0, dataset:LDJnr/Capybara, dataset:F","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":409,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T20:36:50.440Z","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":"2026-10-11T20:36:50.440Z","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":"2026-10-13T20:09:55.853Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/huggingface","protocols":[]}}}