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Model: MiaoMint/Ternary-Bonsai-4B-gguf Source: Original Platform
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assets/frontier.svg
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assets/frontier.svg
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<style>
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.bonsai-line { stroke: #2d2a27; stroke-width: 2.5; stroke-dasharray: 8 5; fill: none; }
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@media (prefers-color-scheme: dark) {
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.bg { fill: #1e1c1b; }
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.title { fill: #e8e4e0; }
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.tick-label { fill: #a09890; }
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.axis-label { fill: #a09890; }
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}
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</style>
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<defs>
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<symbol id="bonsai-icon" viewBox="0 0 24 14.6035">
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<path d="M15.1304 6.25864H12L14.087 10.4311L6.78261 14.6035H16.1739L20.3478 10.4311L15.1304 6.25864Z"/>
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</defs>
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<!-- Background -->
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<rect width="1500" height="680" class="bg" />
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<!-- Title and subtitle -->
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<text x="68" y="48" class="title">Frontier efficiency</text>
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<text x="68" y="72" class="subtitle">Average score (IFEval, GSM8K, HumanEval+, BFCL, MuSR, MMLU-Redux)</text>
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<!-- Separator -->
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<!--
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pixelX(v) = 130 + (ln(v) + 1.8971) / 5.1160 * 1300
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pixelY(v) = 570 - (v - 35) * 9.1
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Ternary: (0.37,57.47)→(359,366) (0.86,70.65)→(574,246) (1.75,75.48)→(755,202)
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1-bit: (0.25,49.30)→(260,440) (0.575,61.6)→(472,328) (1.15,70.5)→(648,247)
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-->
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<!-- Vertical grid lines -->
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<line x1="1141" y1="115" x2="1141" y2="570" class="grid" />
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<!-- Axes -->
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<line x1="130" y1="115" x2="130" y2="570" class="axis" />
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<!-- Y-axis tick labels -->
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<text x="118" y="529" text-anchor="end" class="tick-label">40</text>
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<text x="118" y="438" text-anchor="end" class="tick-label">50</text>
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<text x="118" y="347" text-anchor="end" class="tick-label">60</text>
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<text x="118" y="256" text-anchor="end" class="tick-label">70</text>
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<text x="118" y="165" text-anchor="end" class="tick-label">80</text>
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<!-- Y-axis small ticks -->
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<line x1="125" y1="525" x2="130" y2="525" class="axis" />
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<line x1="125" y1="434" x2="130" y2="434" class="axis" />
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<line x1="125" y1="343" x2="130" y2="343" class="axis" />
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<line x1="125" y1="252" x2="130" y2="252" class="axis" />
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<line x1="125" y1="161" x2="130" y2="161" class="axis" />
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<!-- X-axis tick labels -->
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<text x="260" y="595" text-anchor="middle" class="tick-label">0.25 GB</text>
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<text x="436" y="595" text-anchor="middle" class="tick-label">0.5 GB</text>
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<text x="612" y="595" text-anchor="middle" class="tick-label">1 GB</text>
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<text x="788" y="595" text-anchor="middle" class="tick-label">2 GB</text>
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<text x="964" y="595" text-anchor="middle" class="tick-label">4 GB</text>
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<text x="1141" y="595" text-anchor="middle" class="tick-label">8 GB</text>
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<text x="1317" y="595" text-anchor="middle" class="tick-label">16 GB</text>
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<!-- X-axis small ticks -->
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<line x1="260" y1="570" x2="260" y2="575" class="axis" />
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<line x1="436" y1="570" x2="436" y2="575" class="axis" />
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<line x1="612" y1="570" x2="612" y2="575" class="axis" />
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<line x1="1317" y1="570" x2="1317" y2="575" class="axis" />
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<!-- Axis labels -->
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<text x="730" y="635" text-anchor="middle" class="axis-label">Model size in GB (log scale)</text>
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<text x="52" y="343" text-anchor="middle" class="axis-label" transform="rotate(-90, 52, 343)">Average benchmark score</text>
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<!-- Prior Pareto frontier curve (conventional models) -->
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<path d="M 521 572 L 555 541 L 585 515 L 612 492 L 656 456 L 698 424 L 747 389 L 788 361 L 845 326 L 891 300 L 926 282 L 964 263 L 1021 239 L 1067 221 L 1101 210 L 1124 203 L 1142 198 L 1170 191 L 1197 185 L 1221 180 L 1243 176 L 1264 173 L 1283 170 L 1300 168 L 1317 167 L 1323 166 L 1332 166 L 1347 165 L 1360 164 L 1373 164"
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class="prior-line" />
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<!-- Bonsai frontier line (single line through all 6 points) -->
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<path d="M 155 480 L 780 170" class="bonsai-line" />
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<!-- Other model squares -->
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<rect x="650" y="446" width="12" height="12" rx="1" class="square-marker" />
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<rect x="782" y="468" width="12" height="12" rx="1" class="square-marker" />
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<rect x="822" y="457" width="12" height="12" rx="1" class="square-marker" />
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<rect x="836" y="520" width="12" height="12" rx="1" class="square-marker" />
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<rect x="920" y="277" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1079" y="297" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1095" y="216" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1127" y="265" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1136" y="181" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1243" y="326" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1287" y="237" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1298" y="382" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1311" y="236" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1312" y="272" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1312" y="287" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1312" y="367" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1317" y="161" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1320" y="217" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1321" y="249" width="12" height="12" rx="1" class="square-marker" />
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<rect x="1352" y="285" width="12" height="12" rx="1" class="square-marker" />
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<!-- 1-Bit Bonsai icons (faded prior work) -->
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<use href="#bonsai-icon" x="249" y="433" width="22" height="14" class="prior-fill" />
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<use href="#bonsai-icon" x="461" y="321" width="22" height="14" class="prior-fill" />
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<use href="#bonsai-icon" x="637" y="240" width="22" height="14" class="prior-fill" />
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<!-- 1-Bit labels (well below their icons, clear of line) -->
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<text x="180" y="475" class="prior-label">1-Bit Bonsai 1.7B</text>
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<text x="400" y="370" class="prior-label">1-Bit Bonsai 4B</text>
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<text x="660" y="282" class="prior-label">1-Bit Bonsai 8B</text>
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<!-- Ternary Bonsai icons -->
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<use href="#bonsai-icon" x="348" y="359" width="22" height="14" class="bonsai-fill" />
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<use href="#bonsai-icon" x="563" y="239" width="22" height="14" class="bonsai-fill" />
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<use href="#bonsai-icon" x="744" y="195" width="22" height="14" class="bonsai-fill" />
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<!-- Ternary Bonsai labels (well above their icons, clear of line) -->
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<text x="235" y="318" class="bonsai-label">Ternary Bonsai 1.7B</text>
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<text x="445" y="208" class="bonsai-label">Ternary Bonsai 4B</text>
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<text x="655" y="155" class="bonsai-label">Ternary Bonsai 8B</text>
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<!-- Other model labels (frontier models only) -->
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<text x="670" y="445" class="model-label">Qwen3 0.6B</text>
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<text x="940" y="280" class="model-label">Qwen3 1.7B</text>
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<text x="1115" y="215" class="model-label">Ministral3 3B</text>
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<text x="1110" y="175" class="model-label">Qwen3 4B</text>
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<text x="1337" y="160" class="model-label">Qwen3 8B</text>
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</svg>
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