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          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
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        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
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          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
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          "stderr": ""
        },
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          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
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            "therm"
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        },
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      "generation_seed": 271828,
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      "questions_sha256": "76492fc420df3797365e1cc8f89aaf87a024747ab3846c12ca4ce007bb2029d2",
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      "before": {
        "os": {
          "command": [
            "sw_vers"
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          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 79%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 10240.00M  used = 8672.00M  free = 1568.00M  (encrypted)",
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        },
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          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    72Gi    14%    453k  755M    0%   /",
          "stderr": ""
        },
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          "command": [
            "pmset",
            "-g",
            "batt"
          ],
          "exit_code": 0,
          "stdout": "Now drawing from 'AC Power'\n -InternalBattery-0 (id=22216803)\t44%; charging; (no estimate) present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
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          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
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            "chip_type": "Apple M4 Pro",
            "physical_memory": "24 GB",
            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
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            "name": "kingy-qwen3-4b",
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              "vocab_type": 2,
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      "warmup_seconds": 0.06480879199807532,
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      "unexecuted_question_ids": [],
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      "after": {
        "os": {
          "command": [
            "sw_vers"
          ],
          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
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          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
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          "stderr": ""
        },
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          "stdout": "total = 10240.00M  used = 8536.00M  free = 1704.00M  (encrypted)",
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          "stderr": ""
        },
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          "stderr": ""
        },
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          "command": [
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          "stderr": ""
        },
        "thermal": {
          "command": [
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            "-g",
            "therm"
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          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
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            "number_processors": "proc 14:10:4",
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            "machine_name": "MacBook Pro"
          }
        ]
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  "Native": {
    "B1": {
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          ],
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          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
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            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
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          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 53%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 19456.00M  used = 18258.62M  free = 1197.38M  (encrypted)",
          "stderr": ""
        },
        "disk": {
          "command": [
            "df",
            "-h",
            "/"
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          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    63Gi    16%    453k  658M    0%   /",
          "stderr": ""
        },
        "ac_power": {
          "command": [
            "pmset",
            "-g",
            "batt"
          ],
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          "stdout": "Now drawing from 'Battery Power'\n -InternalBattery-0 (id=22216803)\t35%; discharging; 0:31 remaining present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
          ],
          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
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            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
        ]
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      "after": {
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          "command": [
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          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
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          "stderr": ""
        },
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        },
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          "stderr": ""
        },
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          "stderr": ""
        },
        "power_mode": {
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            "pmset",
            "-g",
            "custom"
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          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
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            "-g",
            "therm"
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          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
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          "gpu": {
            "splitStrategy": "evenly",
            "disabledGpus": [],
            "ratio": 1,
            "numCpuExpertLayersRatio": "off"
          },
          "gpuStrictVramCap": false,
          "maxParallelPredictions": 1,
          "useUnifiedKvCache": true,
          "offloadKVCacheToGpu": true,
          "contextLength": 8192,
          "promptTemplate": {
            "type": "jinja",
            "jinjaPromptTemplate": {
              "template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for index in range(ns.last_query_index, -1, -1) %}\n    {%- set message = messages[index] %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and not('<tool_response>' in message.content and '</tool_response>' in message.content) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set content = message.content %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in message.content %}\n                {%- set content = message.content.split('</think>')[-1].lstrip('\\n') %}\n                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}"
            }
          },
          "ropeFrequencyBase": false,
          "ropeFrequencyScale": false,
          "evalBatchSize": 2048,
          "physicalBatchSize": 512,
          "flashAttention": true,
          "contextCheckpoints": 32,
          "reasoningBudgetMessage": "",
          "speculativeDraftMtp": false,
          "speculativeDraftSimple": false,
          "speculativeDraftModel": "",
          "speculativeDraftMaxTokens": 3,
          "speculativeDraftMinTokens": 0,
          "speculativeDraftMinContinueProbability": 0,
          "keepModelInMemory": true,
          "seed": 271828,
          "useFp16ForKVCache": true,
          "tryMmap": true,
          "tryDirectIO": false,
          "llamaCppArgumentsOverride": {
            "enabled": false,
            "disabledParameters": [],
            "overrideParameters": [],
            "excludeAllConfig": false
          },
          "numExperts": 0,
          "llamaKCacheQuantizationType": false,
          "llamaVCacheQuantizationType": false
        },
        "content": "READY.",
        "stats": {
          "stopReason": "eosFound",
          "tokensPerSecond": 41.57226298613565,
          "timeToFirstTokenSec": 0.818724,
          "totalTimeSec": 0.8668330000000001,
          "promptTokensCount": 16,
          "predictedTokensCount": 3,
          "totalTokensCount": 19
        },
        "modelInfo": {
          "type": "llm",
          "modelKey": "qwen3-4b",
          "format": "gguf",
          "displayName": "Qwen3 4B",
          "publisher": "Qwen",
          "path": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "sizeBytes": 2497280256,
          "indexedModelIdentifier": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "deviceIdentifier": null,
          "paramsString": "4B",
          "architecture": "qwen3",
          "quantization": {
            "name": "Q4_K_M",
            "bits": 4
          },
          "identifier": "qwen3-4b",
          "instanceReference": "muLeGzSre/Re/bc1Y24XEyVw",
          "ttlMs": null,
          "lastUsedTime": null,
          "vision": false,
          "trainedForToolUse": true,
          "maxContextLength": 40960,
          "contextLength": 8192
        },
        "request_seconds": 1.070809875,
        "contains_documents": false,
        "contains_bank_question": false,
        "model_request_count": 1
      }
    },
    "B2": {
      "before": {
        "os": {
          "command": [
            "sw_vers"
          ],
          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 50%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 9216.00M  used = 7993.25M  free = 1222.75M  (encrypted)",
          "stderr": ""
        },
        "disk": {
          "command": [
            "df",
            "-h",
            "/"
          ],
          "exit_code": 0,
          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    73Gi    14%    453k  765M    0%   /",
          "stderr": ""
        },
        "ac_power": {
          "command": [
            "pmset",
            "-g",
            "batt"
          ],
          "exit_code": 0,
          "stdout": "Now drawing from 'AC Power'\n -InternalBattery-0 (id=22216803)\t41%; charging; 3:43 remaining present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
          ],
          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
            "physical_memory": "24 GB",
            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
        ]
      },
      "after": {
        "os": {
          "command": [
            "sw_vers"
          ],
          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 57%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 16384.00M  used = 15521.75M  free = 862.25M  (encrypted)",
          "stderr": ""
        },
        "disk": {
          "command": [
            "df",
            "-h",
            "/"
          ],
          "exit_code": 0,
          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    66Gi    15%    453k  687M    0%   /",
          "stderr": ""
        },
        "ac_power": {
          "command": [
            "pmset",
            "-g",
            "batt"
          ],
          "exit_code": 0,
          "stdout": "Now drawing from 'AC Power'\n -InternalBattery-0 (id=22216803)\t44%; charging; (no estimate) present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
          ],
          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
            "physical_memory": "24 GB",
            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
        ]
      },
      "warmup": {
        "request": {
          "messages": [
            {
              "role": "user",
              "content": "Reply only READY."
            }
          ],
          "options": {
            "temperature": 0,
            "maxTokens": 16,
            "topPSampling": 1,
            "minPSampling": 0,
            "repeatPenalty": 1,
            "enableThinking": false,
            "contextOverflowPolicy": "stopAtLimit"
          }
        },
        "resolvedLoadConfig": {
          "autoFit": false,
          "gpu": {
            "splitStrategy": "evenly",
            "disabledGpus": [],
            "ratio": 1,
            "numCpuExpertLayersRatio": "off"
          },
          "gpuStrictVramCap": false,
          "maxParallelPredictions": 1,
          "useUnifiedKvCache": true,
          "offloadKVCacheToGpu": true,
          "contextLength": 8192,
          "promptTemplate": {
            "type": "jinja",
            "jinjaPromptTemplate": {
              "template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for index in range(ns.last_query_index, -1, -1) %}\n    {%- set message = messages[index] %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and not('<tool_response>' in message.content and '</tool_response>' in message.content) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set content = message.content %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in message.content %}\n                {%- set content = message.content.split('</think>')[-1].lstrip('\\n') %}\n                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}"
            }
          },
          "ropeFrequencyBase": false,
          "ropeFrequencyScale": false,
          "evalBatchSize": 2048,
          "physicalBatchSize": 512,
          "flashAttention": true,
          "contextCheckpoints": 32,
          "reasoningBudgetMessage": "",
          "speculativeDraftMtp": false,
          "speculativeDraftSimple": false,
          "speculativeDraftModel": "",
          "speculativeDraftMaxTokens": 3,
          "speculativeDraftMinTokens": 0,
          "speculativeDraftMinContinueProbability": 0,
          "keepModelInMemory": true,
          "seed": 271828,
          "useFp16ForKVCache": true,
          "tryMmap": true,
          "tryDirectIO": false,
          "llamaCppArgumentsOverride": {
            "enabled": false,
            "disabledParameters": [],
            "overrideParameters": [],
            "excludeAllConfig": false
          },
          "numExperts": 0,
          "llamaKCacheQuantizationType": false,
          "llamaVCacheQuantizationType": false
        },
        "content": "READY.",
        "stats": {
          "stopReason": "eosFound",
          "tokensPerSecond": 47.868648428711616,
          "timeToFirstTokenSec": 0.148106,
          "totalTimeSec": 0.189887,
          "promptTokensCount": 16,
          "predictedTokensCount": 3,
          "totalTokensCount": 19
        },
        "modelInfo": {
          "type": "llm",
          "modelKey": "qwen3-4b",
          "format": "gguf",
          "displayName": "Qwen3 4B",
          "publisher": "Qwen",
          "path": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "sizeBytes": 2497280256,
          "indexedModelIdentifier": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "deviceIdentifier": null,
          "paramsString": "4B",
          "architecture": "qwen3",
          "quantization": {
            "name": "Q4_K_M",
            "bits": 4
          },
          "identifier": "qwen3-4b",
          "instanceReference": "tpUiHtotF3ihjw1Oyq1CsK6j",
          "ttlMs": null,
          "lastUsedTime": null,
          "vision": false,
          "trainedForToolUse": true,
          "maxContextLength": 40960,
          "contextLength": 8192
        },
        "request_seconds": 0.20369495900000004,
        "contains_documents": false,
        "contains_bank_question": false,
        "model_request_count": 1
      }
    },
    "B3": {
      "before": {
        "os": {
          "command": [
            "sw_vers"
          ],
          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 79%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 9216.00M  used = 8251.12M  free = 964.88M  (encrypted)",
          "stderr": ""
        },
        "disk": {
          "command": [
            "df",
            "-h",
            "/"
          ],
          "exit_code": 0,
          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    73Gi    14%    453k  765M    0%   /",
          "stderr": ""
        },
        "ac_power": {
          "command": [
            "pmset",
            "-g",
            "batt"
          ],
          "exit_code": 0,
          "stdout": "Now drawing from 'AC Power'\n -InternalBattery-0 (id=22216803)\t44%; charging; 2:50 remaining present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
          ],
          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
            "physical_memory": "24 GB",
            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
        ]
      },
      "after": {
        "os": {
          "command": [
            "sw_vers"
          ],
          "exit_code": 0,
          "stdout": "ProductName:\t\tmacOS\nProductVersion:\t\t26.3\nBuildVersion:\t\t25D125",
          "stderr": ""
        },
        "hardware": {
          "command": [
            "sysctl",
            "hw.model",
            "hw.memsize",
            "hw.physicalcpu",
            "hw.logicalcpu"
          ],
          "exit_code": 0,
          "stdout": "hw.model: Mac16,7\nhw.memsize: 25769803776\nhw.physicalcpu: 14\nhw.logicalcpu: 14",
          "stderr": ""
        },
        "memory_pressure": {
          "command": [
            "memory_pressure",
            "-Q"
          ],
          "exit_code": 0,
          "stdout": "The system has 25769803776 (1572864 pages with a page size of 16384).\nSystem-wide memory free percentage: 39%",
          "stderr": ""
        },
        "swap": {
          "command": [
            "sysctl",
            "-n",
            "vm.swapusage"
          ],
          "exit_code": 0,
          "stdout": "total = 13312.00M  used = 12097.44M  free = 1214.56M  (encrypted)",
          "stderr": ""
        },
        "disk": {
          "command": [
            "df",
            "-h",
            "/"
          ],
          "exit_code": 0,
          "stdout": "Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on\n/dev/disk3s1s1   460Gi    11Gi    69Gi    15%    453k  719M    0%   /",
          "stderr": ""
        },
        "ac_power": {
          "command": [
            "pmset",
            "-g",
            "batt"
          ],
          "exit_code": 0,
          "stdout": "Now drawing from 'AC Power'\n -InternalBattery-0 (id=22216803)\t63%; charging; 2:01 remaining present: true",
          "stderr": ""
        },
        "power_mode": {
          "command": [
            "pmset",
            "-g",
            "custom"
          ],
          "exit_code": 0,
          "stdout": "Battery Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 0\n networkoversleep     0\n sleep                0\n lessbright           1\n tcpkeepalive         1\n disksleep            0\n SleepServices        0\nAC Power:\n Sleep On Power Button 1\n powermode            0\n standby              0\n ttyskeepawake        1\n hibernatemode        3\n powernap             0\n hibernatefile        /var/vm/sleepimage\n displaysleep         0\n womp                 1\n networkoversleep     0\n sleep                0\n tcpkeepalive         1\n disksleep            0\n SleepServices        0",
          "stderr": ""
        },
        "thermal": {
          "command": [
            "pmset",
            "-g",
            "therm"
          ],
          "exit_code": 0,
          "stdout": "Note: No thermal warning level has been recorded\nNote: No performance warning level has been recorded\nNote: No CPU power status has been recorded",
          "stderr": ""
        },
        "chip_inventory": [
          {
            "chip_type": "Apple M4 Pro",
            "physical_memory": "24 GB",
            "number_processors": "proc 14:10:4",
            "machine_model": "Mac16,7",
            "machine_name": "MacBook Pro"
          }
        ]
      },
      "warmup": {
        "request": {
          "messages": [
            {
              "role": "user",
              "content": "Reply only READY."
            }
          ],
          "options": {
            "temperature": 0,
            "maxTokens": 16,
            "topPSampling": 1,
            "minPSampling": 0,
            "repeatPenalty": 1,
            "enableThinking": false,
            "contextOverflowPolicy": "stopAtLimit"
          }
        },
        "resolvedLoadConfig": {
          "autoFit": false,
          "gpu": {
            "splitStrategy": "evenly",
            "disabledGpus": [],
            "ratio": 1,
            "numCpuExpertLayersRatio": "off"
          },
          "gpuStrictVramCap": false,
          "maxParallelPredictions": 1,
          "useUnifiedKvCache": true,
          "offloadKVCacheToGpu": true,
          "contextLength": 8192,
          "promptTemplate": {
            "type": "jinja",
            "jinjaPromptTemplate": {
              "template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for index in range(ns.last_query_index, -1, -1) %}\n    {%- set message = messages[index] %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and not('<tool_response>' in message.content and '</tool_response>' in message.content) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set content = message.content %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in message.content %}\n                {%- set content = message.content.split('</think>')[-1].lstrip('\\n') %}\n                {%- set reasoning_content = message.content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}"
            }
          },
          "ropeFrequencyBase": false,
          "ropeFrequencyScale": false,
          "evalBatchSize": 2048,
          "physicalBatchSize": 512,
          "flashAttention": true,
          "contextCheckpoints": 32,
          "reasoningBudgetMessage": "",
          "speculativeDraftMtp": false,
          "speculativeDraftSimple": false,
          "speculativeDraftModel": "",
          "speculativeDraftMaxTokens": 3,
          "speculativeDraftMinTokens": 0,
          "speculativeDraftMinContinueProbability": 0,
          "keepModelInMemory": true,
          "seed": 271828,
          "useFp16ForKVCache": true,
          "tryMmap": true,
          "tryDirectIO": false,
          "llamaCppArgumentsOverride": {
            "enabled": false,
            "disabledParameters": [],
            "overrideParameters": [],
            "excludeAllConfig": false
          },
          "numExperts": 0,
          "llamaKCacheQuantizationType": false,
          "llamaVCacheQuantizationType": false
        },
        "content": "READY.",
        "stats": {
          "stopReason": "eosFound",
          "tokensPerSecond": 64.19927454819761,
          "timeToFirstTokenSec": 0.09212000000000001,
          "totalTimeSec": 0.123273,
          "promptTokensCount": 16,
          "predictedTokensCount": 3,
          "totalTokensCount": 19
        },
        "modelInfo": {
          "type": "llm",
          "modelKey": "qwen3-4b",
          "format": "gguf",
          "displayName": "Qwen3 4B",
          "publisher": "Qwen",
          "path": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "sizeBytes": 2497280256,
          "indexedModelIdentifier": "Qwen/Qwen3-4B-GGUF/Qwen3-4B-Q4_K_M.gguf",
          "deviceIdentifier": null,
          "paramsString": "4B",
          "architecture": "qwen3",
          "quantization": {
            "name": "Q4_K_M",
            "bits": 4
          },
          "identifier": "qwen3-4b",
          "instanceReference": "wK6ya6i6HXTIQ9Cna0zVGGJc",
          "ttlMs": null,
          "lastUsedTime": null,
          "vision": false,
          "trainedForToolUse": true,
          "maxContextLength": 40960,
          "contextLength": 8192
        },
        "request_seconds": 0.131512,
        "contains_documents": false,
        "contains_bank_question": false,
        "model_request_count": 1
      }
    }
  },
  "sharedMac": true,
  "OSFileCachesFlushed": false,
  "wallPowerMeasured": false,
  "nativeColdStartupTimingNotReliablyMeasured": true
}
