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08818c1
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Parent(s):
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Update index.html
Browse files- index.html +186 -19
index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<style>
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body {
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background-color: #111;
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font-family: Arial, sans-serif;
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color: #fff;
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display: flex;
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justify-content: center;
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align-items: center;
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flex-direction: column;
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height: 100vh;
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margin: 0;
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}
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h1 {
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font-size: 36px;
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margin-bottom: 10px;
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}
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h2 {
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font-size: 18px;
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font-weight: normal;
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margin-bottom: 30px;
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color: #ccc;
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}
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table {
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width: 90%;
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border-collapse: separate;
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border-spacing: 0;
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background-color: #1b1b1b;
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border-radius: 12px;
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overflow: hidden;
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margin: 20px 0;
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table-layout: fixed;
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}
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th, td {
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text-align: center;
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padding: 12px;
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border: 1px solid #333;
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vertical-align: middle;
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}
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th {
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background-color: #222;
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font-weight: bold;
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font-size: 14px;
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}
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td {
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background-color: #1b1b1b;
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font-size: 14px;
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word-wrap: break-word;
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}
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.highlight-column {
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border-left: 3px solid #0066ff;
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border-right: 3px solid #0066ff;
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}
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.highlight-header {
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border-top: 3px solid #0066ff;
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border-top-left-radius: 12px;
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border-top-right-radius: 12px;
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}
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.highlight-footer {
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border-bottom: 3px solid #0066ff;
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border-bottom-left-radius: 12px;
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border-bottom-right-radius: 12px;
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}
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.bold {
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font-weight: 900; /* Extra bold */
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}
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tr:first-child th:first-child {
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border-top-left-radius: 12px;
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}
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tr:first-child th:last-child {
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border-top-right-radius: 12px;
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}
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tr:last-child td:first-child {
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border-bottom-left-radius: 12px;
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}
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tr:last-child td:last-child {
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border-bottom-right-radius: 12px;
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}
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.footnote {
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font-size: 12px;
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color: #888;
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text-align: left;
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max-width: 90%;
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margin-top: 20px;
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}
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</style>
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</head>
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<body>
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<h1>田忌赛马</h1>
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<h2>Goodhart's Law on Benchmarks</h2>
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<table>
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<tr>
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<th>Capability</th>
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<th>Description</th>
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<th class="highlight-column highlight-header">miniG</th>
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<th>Gemini-Flash</th>
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<th>GLM-4-9B-Chat</th>
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<th>Llama 3.1 8B Instruct</th>
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</tr>
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<tr>
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<td class="bold">MMLU</td>
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<td>Representation of questions in 57 subjects<br>(incl. STEM, humanities, and others)</td>
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<td class="highlight-column bold">85.45</td>
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<td>78.9</td>
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<td>72.4</td>
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<td>69.4</td>
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</tr>
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<tr>
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<td class="bold">IFEval</td>
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<td>Evaluation of instruction-following<br>using verifiable prompts</td>
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<td class="highlight-column">74.22</td>
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<td>-</td>
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<td>69</td>
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<td class="bold">80.4</td>
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</tr>
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<tr>
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<td class="bold">GSM8K</td>
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<td>Challenging math problems<br>(5-shot evaluation)</td>
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<td class="highlight-column">75.89 (5-shot)</td>
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<td class="bold">86.2 (11-shot)</td>
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<td>79.6</td>
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<td>84.5 (8-shot CoT)</td>
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</tr>
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<tr>
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<td class="bold">HumanEval</td>
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<td>Python code generation on a held-out dataset<br>(0-shot)</td>
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<td class="highlight-column bold">79.88</td>
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<td>74.3</td>
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<td>71.8</td>
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<td>72.6</td>
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</tr>
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<tr>
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<td class="bold">GPQA</td>
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<td>Challenging dataset of questions<br>from biology, physics, and chemistry</td>
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<td class="highlight-column">37.37</td>
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<td class="bold">39.5</td>
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<td>34.3 (base)</td>
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<td>34.2</td>
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</tr>
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<tr>
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<td class="bold">Context Window</td>
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<td>Maximum context length<br>the model can handle</td>
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<td class="highlight-column bold">1M</td>
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<td class="bold">1M</td>
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<td>128K</td>
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<td>128K</td>
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</tr>
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<tr>
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<td class="bold">Input</td>
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<td>Supported input modalities</td>
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<td class="highlight-column highlight-footer">Text, image<br>(single model)</td>
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<td>Text, image, audio, video</td>
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<td>Text only</td>
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<td>Text only</td>
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</tr>
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</table>
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<div class="footnote">
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1. miniG is a 14B parameter model derived from the 9B parameter glm-4-9b-chat-1m model weights. It continues pre-training on a selected corpus of 20B tokens while retaining long-context capabilities. The model is fine-tuned on a dataset of 120M+ conversation entries, synthesized through cross-page clustering similar to RAG on this selected corpus. Additionally, miniG underwent multimodal training in two stages for single image input, with the second stage reinitializing 5B parameters of a Vision Transformer from glm-4v-9b for Locked-Image Tuning.<br>
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2. miniG outputs are formatted similarly to Gemini 1.5 Flash but were not trained on data generated by the Gemini models.
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</div>
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</body>
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</html>
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