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        "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "10 retained outputs \u00b7 10 accepted results \u00b7 10 recorded attempts \u00b7 median Factory trace 451.9s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 10,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/run.jsonl",
        "md": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/ef874435-41f8-58d6-b31c-0121e7ebfc27/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "qwen21-turbo-q8-comparison"
    },
    {
      "id": "bd801c85-11e3-5033-b076-acd84846b820",
      "kind": "media-generation",
      "title": "Predator media: Qwen Image 2.1 Turbo Q4 \u00b7 ten-image seed/cache trial",
      "date": "2026-10-21",
      "started_at": "2026-10-21T08:41:18.067000+00:00",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "unsloth/Qwen-Image-2.1-Turbo-GGUF:Q4_K_M"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "10 retained outputs \u00b7 10 accepted results \u00b7 10 recorded attempts \u00b7 median Factory trace 202.0s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 10,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/bd801c85-11e3-5033-b076-acd84846b820/run.jsonl",
        "md": "/data/predator-media-20261021/runs/bd801c85-11e3-5033-b076-acd84846b820/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/bd801c85-11e3-5033-b076-acd84846b820/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "qwen21-turbo-q4km-ten"
    },
    {
      "id": "a657b671-dbc0-5434-bce1-fa2aa99bac1b",
      "kind": "media-generation",
      "title": "Predator media: CogVideoX Q8 \u00b7 corrected reference-DDIM bridge",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "zai-org/CogVideoX-2b:Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 2416.9s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 2,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/a657b671-dbc0-5434-bce1-fa2aa99bac1b/run.jsonl",
        "md": "/data/predator-media-20261021/runs/a657b671-dbc0-5434-bce1-fa2aa99bac1b/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/a657b671-dbc0-5434-bce1-fa2aa99bac1b/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "cogvideox2b-q8-reference-ddim-text-v1"
    },
    {
      "id": "69e67f23-518d-5b32-a277-0720a153274c",
      "kind": "media-generation",
      "title": "Predator media: CogVideoX Q8 \u00b7 original bridge, unusable noise",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "zai-org/CogVideoX-2b:Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 2435.9s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 2,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/69e67f23-518d-5b32-a277-0720a153274c/run.jsonl",
        "md": "/data/predator-media-20261021/runs/69e67f23-518d-5b32-a277-0720a153274c/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/69e67f23-518d-5b32-a277-0720a153274c/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "cogvideox2b-q8-subquad-text-v2"
    },
    {
      "id": "bfcf95b8-1682-5963-b5dc-a9b7ea7e535c",
      "kind": "media-generation",
      "title": "Predator media: cogvideox2b q8 text v1",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "zai-org/CogVideoX-2b:Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 1,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "archive-only",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/bfcf95b8-1682-5963-b5dc-a9b7ea7e535c/run.jsonl",
        "md": "/data/predator-media-20261021/runs/bfcf95b8-1682-5963-b5dc-a9b7ea7e535c/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/bfcf95b8-1682-5963-b5dc-a9b7ea7e535c/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "cogvideox2b-q8-text-v1"
    },
    {
      "id": "2ef120f1-a624-57c8-85fe-ed58e29b74b3",
      "kind": "media-generation",
      "title": "Predator media: FLUX.1 dev \u00b7 image pair",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "city96/FLUX.1-dev-gguf:Q4_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 640.0s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 2,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/2ef120f1-a624-57c8-85fe-ed58e29b74b3/run.jsonl",
        "md": "/data/predator-media-20261021/runs/2ef120f1-a624-57c8-85fe-ed58e29b74b3/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/2ef120f1-a624-57c8-85fe-ed58e29b74b3/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
        "051eb12c-1d98-59a1-9225-4a1addb622de",
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2",
        "5b8619da-a8f9-5ac6-92ec-f3bf6148360c"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "flux1-initial"
    },
    {
      "id": "5b8619da-a8f9-5ac6-92ec-f3bf6148360c",
      "kind": "media-generation",
      "title": "Predator media: FLUX.3 \u00b7 initial and recovery checks",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Abiray/flux-3-image-klein-sd-GGUF:Q4_K_M"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "4 retained outputs \u00b7 4 accepted results \u00b7 4 recorded attempts \u00b7 median Factory trace 121.7s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 4,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/5b8619da-a8f9-5ac6-92ec-f3bf6148360c/run.jsonl",
        "md": "/data/predator-media-20261021/runs/5b8619da-a8f9-5ac6-92ec-f3bf6148360c/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/5b8619da-a8f9-5ac6-92ec-f3bf6148360c/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "flux3-initial"
    },
    {
      "id": "3e0cbed8-136a-5de3-9323-b0c087d342a2",
      "kind": "media-generation",
      "title": "Predator media: h3 dynamic",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Comfy-Org/MiniMax-H3:W6A8"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 1,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "archive-only",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/3e0cbed8-136a-5de3-9323-b0c087d342a2/run.jsonl",
        "md": "/data/predator-media-20261021/runs/3e0cbed8-136a-5de3-9323-b0c087d342a2/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/3e0cbed8-136a-5de3-9323-b0c087d342a2/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "5b8619da-a8f9-5ac6-92ec-f3bf6148360c"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "h3-dynamic"
    },
    {
      "id": "8804e699-58b6-5644-a032-26a86a653380",
      "kind": "media-generation",
      "title": "Predator media: h3 legacy",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Comfy-Org/MiniMax-H3:W6A8"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 1,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "archive-only",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/8804e699-58b6-5644-a032-26a86a653380/run.jsonl",
        "md": "/data/predator-media-20261021/runs/8804e699-58b6-5644-a032-26a86a653380/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/8804e699-58b6-5644-a032-26a86a653380/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "h3-legacy"
    },
    {
      "id": "ac2e4ebb-71c2-5d31-af86-4c450224bbc9",
      "kind": "media-generation",
      "title": "Predator media: FLUX.3 \u00b7 100-image prompt study",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Abiray/flux-3-image-klein-sd-GGUF:Q4_K_M"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "100 retained outputs \u00b7 100 accepted results \u00b7 100 recorded attempts \u00b7 median Factory trace 55.9s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 100,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/ac2e4ebb-71c2-5d31-af86-4c450224bbc9/run.jsonl",
        "md": "/data/predator-media-20261021/runs/ac2e4ebb-71c2-5d31-af86-4c450224bbc9/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/ac2e4ebb-71c2-5d31-af86-4c450224bbc9/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "image100"
    },
    {
      "id": "60dc7d74-f0dd-5ddf-a466-95c3074f8879",
      "kind": "media-generation",
      "title": "Predator media: LTX-Video Q8 \u00b7 text and image to video",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Lightricks/LTX-Video:2B-0.9.8-distilled-Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 113.3s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 2,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/60dc7d74-f0dd-5ddf-a466-95c3074f8879/run.jsonl",
        "md": "/data/predator-media-20261021/runs/60dc7d74-f0dd-5ddf-a466-95c3074f8879/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/60dc7d74-f0dd-5ddf-a466-95c3074f8879/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "ltxv2b-q8-image-v1"
    },
    {
      "id": "8c3349dd-b22b-5af8-8008-36b7b0e21219",
      "kind": "media-generation",
      "title": "Predator media: ltxv2b q8 text v1",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Lightricks/LTX-Video:2B-0.9.8-distilled-Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 1,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "archive-only",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/8c3349dd-b22b-5af8-8008-36b7b0e21219/run.jsonl",
        "md": "/data/predator-media-20261021/runs/8c3349dd-b22b-5af8-8008-36b7b0e21219/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/8c3349dd-b22b-5af8-8008-36b7b0e21219/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
      ],
      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "ltxv2b-q8-text-v1"
    },
    {
      "id": "edaabe6c-70a0-5161-a09d-8af494af3639",
      "kind": "media-generation",
      "title": "Predator media: ltxv2b q8 text v2",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Lightricks/LTX-Video:2B-0.9.8-distilled-Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 1,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "archive-only",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/edaabe6c-70a0-5161-a09d-8af494af3639/run.jsonl",
        "md": "/data/predator-media-20261021/runs/edaabe6c-70a0-5161-a09d-8af494af3639/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/edaabe6c-70a0-5161-a09d-8af494af3639/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "ltxv2b-q8-text-v2"
    },
    {
      "id": "91eaeccd-2b57-5c86-8e8e-c07474088385",
      "kind": "media-generation",
      "title": "Predator media: LTX-Video Q8 \u00b7 text to video",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Lightricks/LTX-Video:2B-0.9.8-distilled-Q8_0"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 143.6s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 2,
      "n_errors_total": 0,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
        "jsonl": "/data/predator-media-20261021/runs/91eaeccd-2b57-5c86-8e8e-c07474088385/run.jsonl",
        "md": "/data/predator-media-20261021/runs/91eaeccd-2b57-5c86-8e8e-c07474088385/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/91eaeccd-2b57-5c86-8e8e-c07474088385/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "ltxv2b-q8-text-v3"
    },
    {
      "id": "051eb12c-1d98-59a1-9225-4a1addb622de",
      "kind": "media-generation",
      "title": "Predator media: Qwen Image 2.1 \u00b7 images and interrupted delivery",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "chfm/Qwen-Image-2.1-GGUF:Q4_K_M"
      ],
      "task_kind": "media-generation",
      "tags": [
        "image",
        "video",
        "music",
        "retained-failures"
      ],
      "headline": "4 retained outputs \u00b7 3 accepted results \u00b7 4 recorded attempts \u00b7 median Factory trace 478.9s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
      "caveat_severity": "warning",
      "methodology_ref": "packet-foundry-media-v1",
      "methodology_deviations_md": "Source commit identifies ComfyUI 0.42.1. Private bridge revisions and workflow hashes, where captured, are recorded separately in the campaign evidence. No clean matched-quality comparison or isolated quantization speedup is claimed.",
      "results_table": [],
      "cells": [],
      "n_calls_total": 4,
      "n_errors_total": 1,
      "chart_spec": null,
      "site_grade": "standard",
      "site_grade_reason": "Retained media with explicit verification and quality limitations",
      "raw_data_urls": {
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        "md": "/data/predator-media-20261021/runs/051eb12c-1d98-59a1-9225-4a1addb622de/run.md",
        "log": "/data/predator-media-20261021/failures.json",
        "gitea_dir": "/data/predator-media-20261021/runs/051eb12c-1d98-59a1-9225-4a1addb622de/metadata.json"
      },
      "synthesis_doc": "/findings/images-video-music-on-6gb.html",
      "synthesis_docs_all": [
        "/findings/images-video-music-on-6gb.html"
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      "related_ids": [
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        "3e0cbed8-136a-5de3-9323-b0c087d342a2",
        "5b8619da-a8f9-5ac6-92ec-f3bf6148360c"
      ],
      "status": "complete",
      "visibility": "public",
      "media_group": "qwen-initial"
    },
    {
      "id": "071f90f8-7fb6-5652-9dcd-8999e6f2360b",
      "kind": "media-generation",
      "title": "Predator media: Wan2.1 Q8 \u00b7 retained-runtime pair",
      "date": "2026-10-21",
      "started_at": "2026-10-21T03:30:00Z",
      "git_sha": "63be2f9b82ad0dac88a7ceaa28a9cf3154125a18",
      "hardware": "predator",
      "hardware_label": "Predator \u00b7 GTX 1060 6 GB \u00b7 28 GB RAM \u00b7 Windows",
      "engine": "comfyui",
      "harness": "packet-foundry-media-v1",
      "model_family": "generation",
      "model_sizes": [
        "Wan-AI/Wan2.1-T2V-1.3B:Q8_0"
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      "task_kind": "media-generation",
      "tags": [
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      "headline": "2 retained outputs \u00b7 2 accepted results \u00b7 2 recorded attempts \u00b7 median Factory trace 2147.0s",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
      "janie_blurb_status": "published",
      "caveat": "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.",
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      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
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      "title": "Predator media: yue2 cpu probe",
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      "headline": "0 retained outputs \u00b7 0 accepted results \u00b7 1 recorded attempts",
      "janie_blurb_md": "[Browse the complete campaign and media](/benchmarks/predator-media-20261021.html). [Read the findings](/findings/images-video-music-on-6gb.html).",
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        "qwen3-30b-a3b-iq2m-moe:vulkan:ngl999:n-cpu-moe35"
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      "title": "A3B cross-machine \u2014 Predator side",
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      "hardware": "predator",
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