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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="840" height="580" viewBox="0 0 840 580" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" role="img" aria-labelledby="plottitle plotdesc"><title id="plottitle">Qwen3.8-27B — size vs KL</title><desc id="plotdesc">QFS comparable-lane scatter plot. x: recorded serialized size in GiB, basis disclosed. y: full-vocabulary mean tokenwise KL in millinats. Lower KL is closer to the reference, only within this comparability group. x is recorded serialized size (GiB), not VRAM. Size basis is retained per point; unknown sizes and missing/non-finite KL are excluded with reasons. Group comparability is false; this plot is inspection-only and not a ranking.</desc><rect x="0" y="0" width="840" height="580" fill="#ffffff"/><text x="74" y="26" font-size="17" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="bold" text-anchor="start">Qwen3.8-27B — size vs KL</text><text x="74" y="48" font-size="12" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="start">Panel: malaiwah Qwen3.8-27B distribution-fidelity suite v5 -- 5,120 contexts · Reference: malaiwah…</text><text x="812" y="26" font-size="12" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#b91c1c" font-weight="bold" text-anchor="end">Highlighted: malaiwah Qwen3.8-27B EXL3 K5K…</text><text x="74" y="68" font-size="13" fill="#1d4ed8">●</text><text x="90" y="68" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="start">Quantized</text><text x="161" y="68" font-size="13" fill="#047857">◆</text><text x="177" y="68" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="start">Native control</text><text x="283" y="68" font-size="13" fill="#b91c1c">●</text><text x="299" y="68" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="start">Highlighted</text><rect x="74" y="86" width="738" height="374" fill="none" stroke="#374151" stroke-width="1"/><line x1="74" y1="86" x2="74" y2="460" stroke="#e5e7eb" stroke-width="1"/><line x1="74" y1="460" x2="74" y2="464" stroke="#374151" stroke-width="1"/><text x="74" y="476" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="middle">0</text><line x1="330.53" y1="86" x2="330.53" y2="460" stroke="#e5e7eb" stroke-width="1"/><line x1="330.53" y1="460" x2="330.53" y2="464" stroke="#374151" stroke-width="1"/><text x="330.53" y="476" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="middle">10</text><line x1="587.059" y1="86" x2="587.059" y2="460" stroke="#e5e7eb" stroke-width="1"/><line x1="587.059" y1="460" x2="587.059" y2="464" stroke="#374151" stroke-width="1"/><text x="587.059" y="476" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="middle">20</text><text x="443" y="496" font-size="12" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="middle">Serialized size (GiB; basis disclosed)</text><line x1="74" y1="460" x2="812" y2="460" stroke="#e5e7eb" stroke-width="1"/><line x1="70" y1="460" x2="74" y2="460" stroke="#374151" stroke-width="1"/><text x="66" y="464" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="end">0</text><line x1="74" y1="283.65" x2="812" y2="283.65" stroke="#e5e7eb" stroke-width="1"/><line x1="70" y1="283.65" x2="74" y2="283.65" stroke="#374151" stroke-width="1"/><text x="66" y="287.65" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="end">5</text><line x1="74" y1="107.299" x2="812" y2="107.299" stroke="#e5e7eb" stroke-width="1"/><line x1="70" y1="107.299" x2="74" y2="107.299" stroke="#374151" stroke-width="1"/><text x="66" y="111.299" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="end">10</text><text x="16" y="273" font-size="12" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" text-anchor="end" transform="rotate(-90 16 273)">Mean KL (millinats)</text><a xlink:href="https://malaiwah-qfs-explorer.hf.space/?tab=plots&amp;measurement=measurement--qwen38.k4.suite-v5-10m&amp;registry_revision=ae6a3fa203aede6e8aea20fba3e10ac3b74930ce&amp;scale=auto" target="_blank" rel="noopener"><g><title>malaiwah Qwen3.8-27B K4 — advisory
size 26.3987 GiB · KL 0.0106039 nats (millinats)
plotted · size basis: repo_all_files</title><circle cx="751.205" cy="86" r="5" fill="#1d4ed8" stroke="#ffffff" stroke-width="1"/></g></a><text x="742.205" y="90" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="end" stroke="#ffffff" stroke-width="3" paint-order="stroke">K4</text><a xlink:href="https://malaiwah-qfs-explorer.hf.space/?tab=plots&amp;measurement=measurement--qwen38.k5k6-context.suite-v5-10m&amp;registry_revision=ae6a3fa203aede6e8aea20fba3e10ac3b74930ce&amp;scale=auto" target="_blank" rel="noopener"><g><title>malaiwah Qwen3.8-27B EXL3 K5K6 context — advisory
size 19.2747 GiB · KL 0.00350936 nats (millinats)
plotted · size basis: repo_all_files</title><circle cx="568.453" cy="336.225" r="5" fill="#1d4ed8" stroke="#ffffff" stroke-width="1"/></g></a><text x="577.453" y="340.225" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="start" stroke="#ffffff" stroke-width="3" paint-order="stroke">EXL3 K5K6 context</text><a xlink:href="https://malaiwah-qfs-explorer.hf.space/?tab=plots&amp;measurement=measurement--qwen38.k5k6-hydrated.suite-v5-10m&amp;registry_revision=ae6a3fa203aede6e8aea20fba3e10ac3b74930ce&amp;scale=auto" target="_blank" rel="noopener"><g><title>malaiwah Qwen3.8-27B EXL3 K5K6 hydrated — advisory
size 20.1268 GiB · KL 0.00275963 nats (millinats)
plotted · size basis: repo_all_files</title><circle cx="590.311" cy="362.668" r="9" fill="none" stroke="#b91c1c" stroke-width="2"/><circle cx="590.311" cy="362.668" r="5" fill="#1d4ed8" stroke="#ffffff" stroke-width="1"/></g></a><text x="581.311" y="366.668" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="end" stroke="#ffffff" stroke-width="3" paint-order="stroke">EXL3 K5K6 hydrated</text><a xlink:href="https://malaiwah-qfs-explorer.hf.space/?tab=plots&amp;measurement=measurement--qwen38.k5k6.suite-v5-10m&amp;registry_revision=ae6a3fa203aede6e8aea20fba3e10ac3b74930ce&amp;scale=auto" target="_blank" rel="noopener"><g><title>malaiwah Qwen3.8-27B EXL3 K5K6 — advisory
size 28.4959 GiB · KL 0.00320988 nats (millinats)
plotted · size basis: repo_all_files</title><circle cx="805.004" cy="346.787" r="5" fill="#1d4ed8" stroke="#ffffff" stroke-width="1"/></g></a><text x="796.004" y="350.787" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="end" stroke="#ffffff" stroke-width="3" paint-order="stroke">EXL3 K5K6</text><a xlink:href="https://malaiwah-qfs-explorer.hf.space/?tab=plots&amp;measurement=measurement--qwen38.official-fp8.suite-v5-10m&amp;registry_revision=ae6a3fa203aede6e8aea20fba3e10ac3b74930ce&amp;scale=auto" target="_blank" rel="noopener"><g><title>Qwen3.8-27B FP8 (official) — advisory
size 28.7686 GiB · KL 0.00529394 nats (millinats)
plotted · size basis: repo_all_files</title><circle cx="812" cy="273.282" r="5" fill="#1d4ed8" stroke="#ffffff" stroke-width="1"/></g></a><text x="803" y="277.282" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#111827" font-weight="normal" text-anchor="end" stroke="#ffffff" stroke-width="3" paint-order="stroke">FP8 (official)</text><text x="74" y="516" font-size="11" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="start">Registry revision: ae6a3fa203aede6e8aea20fba3e10ac3b74930ce</text><text x="74" y="532" font-size="10" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="start">Comparability false — inspection only, not a ranking.</text><text x="74" y="548" font-size="10" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="start">x = recorded serialized GiB, not VRAM. Size bases and exclusions are in the CSV.</text><text x="74" y="564" font-size="10" font-family="Arial, 'Helvetica Neue', Helvetica, sans-serif" fill="#6b7280" font-weight="normal" text-anchor="start">1 of 6 members excluded (invalid size basis, missing/non-finite KL, or plot cap).</text></svg>