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Model: bineric/lynx-instruct-30b Source: Original Platform
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assets/quantization_comparison.svg
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72
assets/quantization_comparison.svg
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<svg width="700" height="400" xmlns="http://www.w3.org/2000/svg">
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<style>
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.title { font: bold 18px sans-serif; fill: #333; }
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.label { font: 12px sans-serif; fill: #333; }
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.value { font: 11px sans-serif; fill: #333; }
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.axis { font: 11px sans-serif; fill: #666; }
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.legend { font: 13px sans-serif; fill: #333; }
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</style>
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<!-- Background -->
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<rect width="700" height="400" fill="#fafafa"/>
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<!-- Title -->
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<text x="350" y="30" text-anchor="middle" class="title">8-bit vs 4-bit Quantization (Norwegian)</text>
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<!-- Legend -->
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<rect x="480" y="50" width="16" height="16" fill="#3b82f6"/>
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<text x="502" y="63" class="legend">8-bit</text>
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<rect x="560" y="50" width="16" height="16" fill="#94a3b8"/>
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<text x="582" y="63" class="legend">4-bit</text>
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<!-- Y-axis labels -->
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<text x="70" y="100" text-anchor="end" class="label">Sentiment</text>
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<text x="70" y="145" text-anchor="end" class="label">NER (nb)</text>
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<text x="70" y="190" text-anchor="end" class="label">NER (nn)</text>
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<text x="70" y="235" text-anchor="end" class="label">Reading</text>
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<text x="70" y="280" text-anchor="end" class="label">Summary</text>
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<text x="70" y="325" text-anchor="end" class="label">Common Sense</text>
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<text x="70" y="370" text-anchor="end" class="label">Ling. Accept.</text>
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<!-- Bars - Sentiment -->
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<rect x="80" y="85" width="306" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="105" width="298.2" height="18" fill="#94a3b8" rx="2"/>
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<text x="392" y="98" class="value">51.0%</text>
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<text x="384" y="118" class="value">49.7%</text>
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<!-- Bars - NER nb -->
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<rect x="80" y="130" width="394.2" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="150" width="390.6" height="18" fill="#94a3b8" rx="2"/>
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<text x="480" y="143" class="value">65.7%</text>
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<text x="476" y="163" class="value">65.1%</text>
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<!-- Bars - NER nn -->
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<rect x="80" y="175" width="426" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="195" width="419.4" height="18" fill="#94a3b8" rx="2"/>
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<text x="512" y="188" class="value">71.0%</text>
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<text x="505" y="208" class="value">69.9%</text>
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<!-- Bars - Reading -->
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<rect x="80" y="220" width="367.2" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="240" width="353.4" height="18" fill="#94a3b8" rx="2"/>
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<text x="453" y="233" class="value">61.2%</text>
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<text x="439" y="253" class="value">58.9%</text>
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<!-- Bars - Summary -->
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<rect x="80" y="265" width="380.4" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="285" width="378.6" height="18" fill="#94a3b8" rx="2"/>
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<text x="466" y="278" class="value">63.4%</text>
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<text x="464" y="298" class="value">63.1%</text>
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<!-- Bars - Common Sense -->
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<rect x="80" y="310" width="415.8" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="330" width="411" height="18" fill="#94a3b8" rx="2"/>
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<text x="501" y="323" class="value">69.3%</text>
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<text x="497" y="343" class="value">68.5%</text>
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<!-- Bars - Linguistic Acceptability (biggest difference) -->
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<rect x="80" y="355" width="218.4" height="18" fill="#3b82f6" rx="2"/>
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<rect x="80" y="375" width="178.8" height="18" fill="#94a3b8" rx="2"/>
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<text x="304" y="368" class="value">36.4% (+6.6%)</text>
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<text x="264" y="388" class="value">29.8%</text>
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</svg>
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