21 October 2026 · GTX 1060 6 GB · Packet Foundry

Predator media: Qwen Image 2.1 · images and interrupted delivery

TL;DR

4 retained outputs · 3 accepted results · 4 recorded attempts · median Factory trace 478.9s Technical delivery and media decoding do not establish visual or musical quality. Timings include adapter overhead; cache behavior differs between runs. Failed and cancelled attempts remain in the evidence.

4 retained outputs · 3 accepted results · 4 recorded attempts · median Factory trace 478.9s

Technical delivery and media decoding do not establish visual or musical quality. Timings include adapter overhead; cache behavior differs between runs. Failed and cancelled attempts remain in the evidence.

← Complete campaign · Read the article · Download evidence

qwen-initial · delivery_cancelled

Qwen Image 2.1 Q4_K_M · seed 43

Seed 43 · Factory duration not recorded

Generated output: Qwen Image 2.1 Q4_K_M · seed 43

Download PNG · 0.31 MiB

  • LocalComfy inference succeeded; outbound registry network failures lost the lease. Warehouse cancelled; this output was never an accepted result.
Exact prompt
A small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.
Parameters and prompt details
{
  "parameters": {
    "1 UnetLoaderGGUFAdvanced": {
      "unet_name": "qwen_image_2.1_Q4_K_M.gguf",
      "dequant_dtype": "float32",
      "patch_dtype": "float32",
      "patch_on_device": false
    },
    "2 CLIPLoader": {
      "clip_name": "qwen3vl_8b_int8_convrot.safetensors",
      "type": "qwen_image",
      "device": "cpu"
    },
    "3 TextEncodeQwenImage21": {
      "negative_prompt": "",
      "resolution": 512
    },
    "4 VAELoader": {
      "vae_name": "qwen_image_2.1_vae_bf16.safetensors"
    },
    "5 QwenImage21Cache": {
      "device": "off",
      "dtype": "default"
    },
    "6 KSampler": {
      "seed": 43,
      "steps": 25,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "simple",
      "denoise": 1.0
    }
  },
  "prompt_details": {
    "conditioning_texts": {
      "3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
    },
    "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
  }
}
Timings, cache and resources
{
  "timing": {
    "factory_trace_seconds": null,
    "comfy_server_seconds": 261.801,
    "comfy_printed_seconds": 261.87,
    "stages_seconds": {},
    "limits": "Factory trace and server totals have different boundaries. Observer node intervals include preparation/event delivery; not isolated kernel or weight-loading times."
  },
  "cache": {
    "cached_nodes": [
      "1",
      "2",
      "3",
      "4",
      "5"
    ],
    "same_runtime_retained": true,
    "immediate_warm_claim": null,
    "context": {}
  },
  "resources": {
    "measurement_gap": "No per-request resource summary extracted into this public projection. Model-stage allocator observations, when retained, are listed separately."
  }
}
Verification and checksums
{
  "verification": {
    "full_decode": false,
    "checksum": false,
    "acknowledged": false,
    "trace_attachment": false,
    "native_experiment": false,
    "quality_scope": "Limited sampled review; no systematic full-resolution/per-trait/full-rate quality score.",
    "independent_public_copy_decode": true
  },
  "media": [
    {
      "path": "media/qwen-01.png",
      "mime_type": "image/png",
      "size_bytes": 323576,
      "sha256": "f3a0f6a8fc2db57a92bb4828202de902fe2b32eb4657c11d80592fb6ef4269e9",
      "source_sha256": "36f842c1ade5b9a637091a72c6a435a96f4ae59c690669d816970f44bf1b81b5",
      "width": 512,
      "height": 512,
      "pixel_sha256": "36d5d9ef06ecf2311d85d22ddf43991dfc86339ea46f7fa02aef07fb64c56c1f",
      "metadata_handling": "PNG re-encoded losslessly without ancillarymetadata; decodedpixels unchanged.",
      "public_copy_full_decode_passed": true,
      "source_content_preserved": "Decoded pixels byte-identical"
    }
  ]
}

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qwen-initial · succeeded

Qwen Image 2.1 Q4_K_M · seed 42

Seed 42 · 478.866 s Factory trace

Generated output: Qwen Image 2.1 Q4_K_M · seed 42

Download PNG · 0.26 MiB

Exact prompt
A small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.
Parameters and prompt details
{
  "parameters": {
    "1 UnetLoaderGGUFAdvanced": {
      "unet_name": "qwen_image_2.1_Q4_K_M.gguf",
      "dequant_dtype": "float32",
      "patch_dtype": "float32",
      "patch_on_device": false
    },
    "2 CLIPLoader": {
      "clip_name": "qwen3vl_8b_int8_convrot.safetensors",
      "type": "qwen_image",
      "device": "cpu"
    },
    "3 TextEncodeQwenImage21": {
      "negative_prompt": "",
      "resolution": 512
    },
    "4 VAELoader": {
      "vae_name": "qwen_image_2.1_vae_bf16.safetensors"
    },
    "5 QwenImage21Cache": {
      "device": "off",
      "dtype": "default"
    },
    "6 KSampler": {
      "seed": 42,
      "steps": 25,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "simple",
      "denoise": 1.0
    }
  },
  "prompt_details": {
    "conditioning_texts": {
      "3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
    },
    "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
  }
}
Timings, cache and resources
{
  "timing": {
    "factory_trace_seconds": 478.865797,
    "comfy_server_seconds": 473.873,
    "comfy_printed_seconds": 474.45,
    "stages_seconds": {},
    "limits": "Factory trace and server totals have different boundaries. Observer node intervals include preparation/event delivery; not isolated kernel or weight-loading times."
  },
  "cache": {
    "cached_nodes": [],
    "same_runtime_retained": null,
    "immediate_warm_claim": null,
    "context": {}
  },
  "resources": {
    "sample_count": 205,
    "inflight_sample_count": 204,
    "minimum_ram_available_bytes": 3055722496,
    "minimum_commit_available_bytes": 2153463808,
    "maximum_sampled_device_gpu_used_mib": 5305
  }
}
Verification and checksums
{
  "verification": {
    "full_decode": true,
    "checksum": true,
    "acknowledged": true,
    "trace_attachment": true,
    "native_experiment": false,
    "quality_scope": "Limited sampled review; no systematic full-resolution/per-trait/full-rate quality score.",
    "independent_public_copy_decode": true
  },
  "media": [
    {
      "path": "media/qwen-02.png",
      "mime_type": "image/png",
      "size_bytes": 276409,
      "sha256": "e6e63fd8fcdcff56e913be15b74ee17c648ee8f1bfca91cc93d2768625fd49eb",
      "source_sha256": "dd97848645e2e689623712a935b4f93db8f5756e61fc60ef3d2b8c0c44be1bc0",
      "width": 512,
      "height": 512,
      "pixel_sha256": "34bfab34ec17ac11e5ed0b64f49107ba680ffa17242e4ddae472f1dee03f8a94",
      "metadata_handling": "PNG re-encoded losslessly without ancillarymetadata; decodedpixels unchanged.",
      "public_copy_full_decode_passed": true,
      "source_content_preserved": "Decoded pixels byte-identical"
    }
  ]
}

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qwen-initial · succeeded

Qwen Image 2.1 Q4_K_M · seed 42

Seed 42 · 716.017 s Factory trace

Generated output: Qwen Image 2.1 Q4_K_M · seed 42

Download PNG · 0.26 MiB

Exact prompt
A small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.
Parameters and prompt details
{
  "parameters": {
    "1 UnetLoaderGGUFAdvanced": {
      "unet_name": "qwen_image_2.1_Q4_K_M.gguf",
      "dequant_dtype": "float32",
      "patch_dtype": "float32",
      "patch_on_device": false
    },
    "2 CLIPLoader": {
      "clip_name": "qwen3vl_8b_int8_convrot.safetensors",
      "type": "qwen_image",
      "device": "cpu"
    },
    "3 TextEncodeQwenImage21": {
      "negative_prompt": "",
      "resolution": 512
    },
    "4 VAELoader": {
      "vae_name": "qwen_image_2.1_vae_bf16.safetensors"
    },
    "5 QwenImage21Cache": {
      "device": "off",
      "dtype": "default"
    },
    "6 KSampler": {
      "seed": 42,
      "steps": 25,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "simple",
      "denoise": 1.0
    }
  },
  "prompt_details": {
    "conditioning_texts": {
      "3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
    },
    "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small red ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
  }
}
Timings, cache and resources
{
  "timing": {
    "factory_trace_seconds": 716.016536,
    "comfy_server_seconds": 711.76,
    "comfy_printed_seconds": null,
    "stages_seconds": {
      "comfy_server_execution_interval_seconds": 711.76,
      "server_interval_source": "Server execution_start and execution_success epoch-millisecond history events.",
      "cpu_text_encoding_node_interval_seconds": 367.881,
      "ksampler_node_interval_including_model_preparation_seconds": 273.813,
      "vae_decode_node_interval_seconds": 36.509,
      "node_interval_source": "Differences between local observer receipt times for successive executing-node events; these include node loading/preparation and event delivery overhead, not exact weight-loading durations.",
      "sampler_tqdm_elapsed_rounded_seconds": 219,
      "sampler_tqdm_precision": "Whole elapsed seconds from the completed progress bar; not the interval between first and last progress events.",
      "factory_trace_seconds": 716.016536
    },
    "limits": "Factory trace and server totals have different boundaries. Observer node intervals include preparation/event delivery; not isolated kernel or weight-loading times."
  },
  "cache": {
    "cached_nodes": [],
    "same_runtime_retained": null,
    "immediate_warm_claim": null,
    "context": {
      "first": "red fox, seed42 after supported model unload/cache clear",
      "second": "blue fox, seed43 with model residency preserved and no intervening runtime/model/profile change",
      "second_prompt": "A small blue ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.",
      "changed_prompt_requires_text_encoding": true,
      "same_case_identity_claimed": false,
      "case_identity_difference_intentional": true,
      "os_file_cache_reset": false
    }
  },
  "resources": {
    "total_samples": 350,
    "inflight_samples": 349,
    "interval_target_seconds": 2,
    "minimum_available_physical_ram_bytes": 3766923264,
    "minimum_available_commit_bytes": 2329276416,
    "maximum_total_device_gpu_used_mib": 4795,
    "exact_continuous_peak_measured": false
  }
}
Verification and checksums
{
  "verification": {
    "full_decode": true,
    "checksum": true,
    "acknowledged": true,
    "trace_attachment": true,
    "native_experiment": true,
    "quality_scope": "Limited sampled review; no systematic full-resolution/per-trait/full-rate quality score.",
    "independent_public_copy_decode": true
  },
  "media": [
    {
      "path": "media/qwen-03.png",
      "mime_type": "image/png",
      "size_bytes": 276409,
      "sha256": "e6e63fd8fcdcff56e913be15b74ee17c648ee8f1bfca91cc93d2768625fd49eb",
      "source_sha256": "dd97848645e2e689623712a935b4f93db8f5756e61fc60ef3d2b8c0c44be1bc0",
      "width": 512,
      "height": 512,
      "pixel_sha256": "34bfab34ec17ac11e5ed0b64f49107ba680ffa17242e4ddae472f1dee03f8a94",
      "metadata_handling": "PNG re-encoded losslessly without ancillarymetadata; decodedpixels unchanged.",
      "public_copy_full_decode_passed": true,
      "source_content_preserved": "Decoded pixels byte-identical"
    }
  ]
}

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qwen-initial · succeeded

Qwen Image 2.1 Q4_K_M · seed 43

Seed 43 · 392.569 s Factory trace

Generated output: Qwen Image 2.1 Q4_K_M · seed 43

Download PNG · 0.32 MiB

Exact prompt
A small blue ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.
Parameters and prompt details
{
  "parameters": {
    "1 UnetLoaderGGUFAdvanced": {
      "unet_name": "qwen_image_2.1_Q4_K_M.gguf",
      "dequant_dtype": "float32",
      "patch_dtype": "float32",
      "patch_on_device": false
    },
    "2 CLIPLoader": {
      "clip_name": "qwen3vl_8b_int8_convrot.safetensors",
      "type": "qwen_image",
      "device": "cpu"
    },
    "3 TextEncodeQwenImage21": {
      "negative_prompt": "",
      "resolution": 512
    },
    "4 VAELoader": {
      "vae_name": "qwen_image_2.1_vae_bf16.safetensors"
    },
    "5 QwenImage21Cache": {
      "device": "off",
      "dtype": "default"
    },
    "6 KSampler": {
      "seed": 43,
      "steps": 25,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "simple",
      "denoise": 1.0
    }
  },
  "prompt_details": {
    "conditioning_texts": {
      "3.prompt": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small blue ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
    },
    "actual_positive_text": "Create a single image from the supplied scene description.\n\nSource generation_brief:\nA small blue ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text."
  }
}
Timings, cache and resources
{
  "timing": {
    "factory_trace_seconds": 392.569165,
    "comfy_server_seconds": 390.925,
    "comfy_printed_seconds": null,
    "stages_seconds": {
      "comfy_server_execution_interval_seconds": 390.925,
      "server_interval_source": "Server execution_start and execution_success epoch-millisecond history events.",
      "comfy_total_printed_seconds": 390.93,
      "cpu_text_encoding_node_interval_seconds": 144.801,
      "ksampler_node_interval_including_model_preparation_seconds": 215.816,
      "vae_decode_node_interval_seconds": 29.35,
      "node_interval_source": "Differences between local observer receipt times for successive executing-node events; these include node loading/preparation and event delivery overhead, not exact weight-loading durations.",
      "sampler_tqdm_elapsed_rounded_seconds": 215,
      "sampler_tqdm_precision": "Whole elapsed seconds from the completed progress bar; not the interval between first and last progress events.",
      "factory_trace_seconds": 392.569165
    },
    "limits": "Factory trace and server totals have different boundaries. Observer node intervals include preparation/event delivery; not isolated kernel or weight-loading times."
  },
  "cache": {
    "cached_nodes": [
      "1",
      "2",
      "4",
      "5"
    ],
    "same_runtime_retained": true,
    "immediate_warm_claim": null,
    "context": {
      "first": "red fox, seed42 after supported model unload/cache clear",
      "second": "blue fox, seed43 with model residency preserved and no intervening runtime/model/profile change",
      "second_prompt": "A small blue ceramic fox figurine sitting on a pale wooden desk beside a green potted plant. Soft morning light enters from the left. A plain cream wall forms the background. Eye-level studio photograph, realistic ceramic texture, centered composition, no text.",
      "changed_prompt_requires_text_encoding": true,
      "same_case_identity_claimed": false,
      "case_identity_difference_intentional": true,
      "os_file_cache_reset": false
    }
  },
  "resources": {
    "total_samples": 193,
    "inflight_samples": 192,
    "interval_target_seconds": 2,
    "minimum_available_physical_ram_bytes": 5264171008,
    "minimum_available_commit_bytes": 2566320128,
    "maximum_total_device_gpu_used_mib": 5225,
    "exact_continuous_peak_measured": false
  }
}
Verification and checksums
{
  "verification": {
    "full_decode": true,
    "checksum": true,
    "acknowledged": true,
    "trace_attachment": true,
    "native_experiment": true,
    "quality_scope": "Limited sampled review; no systematic full-resolution/per-trait/full-rate quality score.",
    "independent_public_copy_decode": true
  },
  "media": [
    {
      "path": "media/qwen-04.png",
      "mime_type": "image/png",
      "size_bytes": 340070,
      "sha256": "88922cfd817857f78ac9c8188781bf26fe3186cefa27229693fee0f4ff427d11",
      "source_sha256": "5c4eb93c6690ff6760d790a233d702b5466ffe102e3fb5e28c767a2d772860ba",
      "width": 512,
      "height": 512,
      "pixel_sha256": "00cb083dfc41794d838a1395927ae199a3a20a0c2c826f56cc2d6ebc792e7430",
      "metadata_handling": "PNG re-encoded losslessly without ancillarymetadata; decodedpixels unchanged.",
      "public_copy_full_decode_passed": true,
      "source_content_preserved": "Decoded pixels byte-identical"
    }
  ]
}

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