{ "dataset_version": "1.7.0", "schema_version": "1.1.0", "released_at": "2026-07-17", "license": "CC BY 4.0", "license_url": "https://creativecommons.org/licenses/by/4.0/", "source": "https://ai-local-lab.com/data/", "version_url": "https://ai-local-lab.com/data/releases/v1.7.0/", "attribution": "ai-local-lab (https://ai-local-lab.com)", "count": 3, "switch_sessions": [ { "id": "20260716-jons-switch", "device": "jetson-orin-nano-super", "measured_at": "2026-07-16", "context": { "execution": "on-device", "runtime": { "name": "ollama", "version": "0.31.1" }, "power_mode": { "name": "MAXN_SUPER", "id": 2 }, "background_services": { "checked_count": 3, "enabled_before": 0, "active_before": 0, "enabled_after": 0, "active_after": 0 }, "notes": "on-device実行（ssh経由で機上ログイン→127.0.0.1:11434）。計測開始時tegrastats lfb=6x4MBが断片化シグナル。journalctl診断はscriptのネイティブ出力とは別ソース（read-only取得）——gemma3:4b OOM 2件・qwen3:1.7b OOM 1件の詳細は対応するfeasibilityレコードおよびsource_refs参照。", "script_digest": { "algorithm": "md5", "value": "c74aa5a63813c3eee5c2303f0db9e9c5" }, "source_refs": [ { "kind": "raw_log", "id": "20260716-jons-switch", "raw_available": false }, { "kind": "measurement_note", "id": "switch-phase0c-jetson-notes", "raw_available": false } ] }, "runs": [ { "id": "20260716-jons-switch--escalation--default", "scenario": "escalation", "pair": { "a": { "model": "qwen2.5-0.5b", "tag": "qwen2.5:0.5b", "quant": null }, "b": { "model": "gemma3-4b", "tag": "gemma3:4b", "quant": null } }, "mode": "default", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "gemma3:4b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 3983.5, "total_ms": 4409, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "gemma3:4b", "to_model": "gemma3-4b", "status": "failed", "error": { "stage": "unknown", "kind": "http_error", "message": "HTTP Error 500: Internal Server Error", "http_status": 500 } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "gemma3:4b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 3633.9, "total_ms": 4045.1, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "gemma3:4b", "to_model": "gemma3-4b", "status": "failed", "error": { "stage": "unknown", "kind": "http_error", "message": "HTTP Error 500: Internal Server Error", "http_status": 500 } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 2, "failure_count": 2, "unobserved_attempts": 0 } }, { "id": "20260716-jons-switch--escalation--force-cold", "scenario": "escalation", "pair": { "a": { "model": "qwen2.5-0.5b", "tag": "qwen2.5:0.5b", "quant": null }, "b": { "model": "gemma3-4b", "tag": "gemma3:4b", "quant": null } }, "mode": "force_cold", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "gemma3:4b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 3495.4, "total_ms": 3820.2, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "gemma3:4b", "to_model": "gemma3-4b", "status": "failed", "error": { "stage": "unknown", "kind": "http_error", "message": "HTTP Error 500: Internal Server Error", "http_status": 500 } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "gemma3:4b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 3274.3, "total_ms": 3659.7, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "gemma3:4b", "to_model": "gemma3-4b", "status": "failed", "error": { "stage": "unknown", "kind": "http_error", "message": "HTTP Error 500: Internal Server Error", "http_status": 500 } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 2, "failure_count": 2, "unobserved_attempts": 0 } }, { "id": "20260716-jons-switch--coexist--default", "scenario": "coexist", "pair": { "a": { "model": "gemma3-1b", "tag": "gemma3:1b", "quant": null }, "b": { "model": "qwen3-1.7b", "tag": "qwen3:1.7b", "quant": null } }, "mode": "default", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 6420.5, "total_ms": 6681.4, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "failed", "error": { "stage": "unknown", "kind": "http_error", "message": "HTTP Error 500: Internal Server Error", "http_status": 500 } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 6328.3, "total_ms": 6564.5, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 6799.3, "total_ms": 7612.8, "residency": { "capture": "observed", "evicted": true, "both_resident": false } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 3, "failure_count": 1, "unobserved_attempts": 0 } }, { "id": "20260716-jons-switch--coexist--force-cold", "scenario": "coexist", "pair": { "a": { "model": "gemma3-1b", "tag": "gemma3:1b", "quant": null }, "b": { "model": "qwen3-1.7b", "tag": "qwen3:1.7b", "quant": null } }, "mode": "force_cold", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 7394.5, "total_ms": 7694, "residency": { "capture": "observed", "evicted": true, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 7027.5, "total_ms": 7807.2, "residency": { "capture": "observed", "evicted": true, "both_resident": false } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 9132.5, "total_ms": 9369.9, "residency": { "capture": "observed", "evicted": true, "both_resident": false } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 3784.2, "total_ms": 4608.6, "residency": { "capture": "observed", "evicted": false, "both_resident": true } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 4, "failure_count": 0, "unobserved_attempts": 0 } } ] }, { "id": "20260716-rpi5-switch", "device": "raspberry-pi-5-8gb", "measured_at": "2026-07-16", "context": { "execution": "on-device", "runtime": { "name": "ollama", "version": "0.31.1" }, "notes": "on-device実行（ssh経由で機上ログイン→127.0.0.1:11434）。2ペアともevicted=0/16でthrashing非観測、切替コストの実体は既定モードの初回コールドロードに集中する一方、--force-coldでは対象モデルを毎回強制アンロードする仕様のため、8B級（lfm2.5:8b）は2回目以降も65〜71秒台の高コストが継続した。詳細はsource_refs参照。", "script_digest": { "algorithm": "md5", "value": "c74aa5a63813c3eee5c2303f0db9e9c5" }, "source_refs": [ { "kind": "raw_log", "id": "20260716-rpi5-switch", "raw_available": false }, { "kind": "measurement_note", "id": "switch-phase0c-pi5-notes", "raw_available": false } ] }, "runs": [ { "id": "20260716-rpi5-switch--escalation--default", "scenario": "escalation", "pair": { "a": { "model": "qwen2.5-0.5b", "tag": "qwen2.5:0.5b", "quant": null }, "b": { "model": "lfm2.5-8b", "tag": "lfm2.5:8b", "quant": null } }, "mode": "default", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "lfm2.5:8b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 6306.1, "total_ms": 7241.1, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "lfm2.5:8b", "to_model": "lfm2.5-8b", "status": "ok", "load_ms": 64216.8, "total_ms": 66654, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "lfm2.5:8b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 521.3, "total_ms": 1093.6, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "lfm2.5:8b", "to_model": "lfm2.5-8b", "status": "ok", "load_ms": 607.5, "total_ms": 2490.8, "residency": { "capture": "observed", "evicted": false, "both_resident": true } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 4, "failure_count": 0, "unobserved_attempts": 0 } }, { "id": "20260716-rpi5-switch--escalation--force-cold", "scenario": "escalation", "pair": { "a": { "model": "qwen2.5-0.5b", "tag": "qwen2.5:0.5b", "quant": null }, "b": { "model": "lfm2.5-8b", "tag": "lfm2.5:8b", "quant": null } }, "mode": "force_cold", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "lfm2.5:8b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 7608.6, "total_ms": 8520.5, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "lfm2.5:8b", "to_model": "lfm2.5-8b", "status": "ok", "load_ms": 71492.7, "total_ms": 73979.2, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "lfm2.5:8b", "to_tag": "qwen2.5:0.5b", "to_model": "qwen2.5-0.5b", "status": "ok", "load_ms": 8123.1, "total_ms": 9106.2, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "qwen2.5:0.5b", "to_tag": "lfm2.5:8b", "to_model": "lfm2.5-8b", "status": "ok", "load_ms": 68667.4, "total_ms": 71200.2, "residency": { "capture": "observed", "evicted": false, "both_resident": true } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 4, "failure_count": 0, "unobserved_attempts": 0 } }, { "id": "20260716-rpi5-switch--coexist--default", "scenario": "coexist", "pair": { "a": { "model": "gemma3-1b", "tag": "gemma3:1b", "quant": null }, "b": { "model": "qwen3-1.7b", "tag": "qwen3:1.7b", "quant": null } }, "mode": "default", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 19242.4, "total_ms": 19972.5, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 18336.2, "total_ms": 20566.5, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 1128.5, "total_ms": 1464.4, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 421.8, "total_ms": 2133.2, "residency": { "capture": "observed", "evicted": false, "both_resident": true } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 4, "failure_count": 0, "unobserved_attempts": 0 } }, { "id": "20260716-rpi5-switch--coexist--force-cold", "scenario": "coexist", "pair": { "a": { "model": "gemma3-1b", "tag": "gemma3:1b", "quant": null }, "b": { "model": "qwen3-1.7b", "tag": "qwen3:1.7b", "quant": null } }, "mode": "force_cold", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 13088.4, "total_ms": 13669.9, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 4065, "total_ms": 5979.4, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "qwen3:1.7b", "to_tag": "gemma3:1b", "to_model": "gemma3-1b", "status": "ok", "load_ms": 4572.4, "total_ms": 5154.4, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "gemma3:1b", "to_tag": "qwen3:1.7b", "to_model": "qwen3-1.7b", "status": "ok", "load_ms": 4101.4, "total_ms": 6100.3, "residency": { "capture": "observed", "evicted": false, "both_resident": true } } ], "derived_counts": { "planned_attempts": 4, "observed_attempts": 4, "success_count": 4, "failure_count": 0, "unobserved_attempts": 0 } } ] }, { "id": "20260716-rtx4060l-switch", "device": "rtx-4060-laptop", "measured_at": "2026-07-16", "context": { "execution": "on-host", "runtime": { "name": "ollama", "version": "0.32.0" }, "notes": "on-host実行（計測対象PC上にSSH経由でscp・実行。ネットワーク遅延混入回避のためscript設計通り）。device_hintはscript自動判定(nvidia-smi経由)の生文字列のままログに残っており、canonical device idへの正規化はingest側で実施。16試行中failedは0件。", "source_refs": [ { "kind": "raw_log", "id": "20260716-rtx4060l-switch", "raw_available": false }, { "kind": "measurement_note", "id": "switch-phase0c-rtx-notes", "raw_available": false } ] }, "runs": [ { "id": "20260716-rtx4060l-switch--escalation--default", "scenario": "escalation", "pair": { "a": { "model": "lfm2.5-230m", "tag": "hf.co/LiquidAI/LFM2.5-230M-GGUF:Q8_0", "quant": "Q8_0" }, "b": { "model": "granite-3.3-8b-instruct", "tag": "granite3.3:8b", "quant": null } }, "mode": "default", "cycles": 2, "planned_attempts": 4, "protocol": { "num_predict": 16, "temperature": 0 }, "capture": { "method": "legacy_backfill", "complete": true }, "attempts": [ { "attempt_index": 1, "cycle": 1, "protocol_from_tag": "granite3.3:8b", "to_tag": "hf.co/LiquidAI/LFM2.5-230M-GGUF:Q8_0", "to_model": "lfm2.5-230m", "status": "ok", "load_ms": 1720.3, "total_ms": 1807, "residency": { "capture": "observed", "evicted": false, "both_resident": false } }, { "attempt_index": 2, "cycle": 1, "protocol_from_tag": "hf.co/LiquidAI/LFM2.5-230M-GGUF:Q8_0", "to_tag": "granite3.3:8b", "to_model": "granite-3.3-8b-instruct", "status": "ok", "load_ms": 6453.6, "total_ms": 6617.7, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 3, "cycle": 2, "protocol_from_tag": "granite3.3:8b", "to_tag": "hf.co/LiquidAI/LFM2.5-230M-GGUF:Q8_0", "to_model": "lfm2.5-230m", "status": "ok", "load_ms": 406.2, "total_ms": 462.2, "residency": { "capture": "observed", "evicted": false, "both_resident": true } }, { "attempt_index": 4, "cycle": 2, "protocol_from_tag": "hf.co/LiquidAI/LFM2.5-230M-GGUF:Q8_0", "to_tag": "granite3.3:8b", "to_model": "granite-3.3-8b-instruct", "status": "ok", "load_ms": 327.3, "total_ms": 427.2, "residency": { "capture": "observed", 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