liqiang
b119135836
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41 lines
7.9 KiB
XML
41 lines
7.9 KiB
XML
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 40 780 360" width="780" height="360" style="background:#ffffff">
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<defs><marker id="ah" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#333333" /></marker><marker id="ah-light" markerWidth="12" markerHeight="8" refX="12" refY="4" orient="auto"><polygon points="0 0, 12 4, 0 8" fill="#999999" /></marker></defs>
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<rect x="60" y="160" width="180" height="160" rx="6" fill="#d0d0d0" stroke="#333333" stroke-width="2" />
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<text x="150" y="182" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">vision encoder</text>
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<text x="150" y="202" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">(CLIP ViT)</text>
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<text x="150" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">parameter: frozen (tidak dilatih)</text>
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<text x="150" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">input: gambar 224×224</text>
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<text x="150" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">output: 196 token visual</text>
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<text x="150" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">dimensi: 768</text>
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<rect x="290" y="160" width="160" height="160" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2" />
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<text x="370" y="182" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">projection layer</text>
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<text x="370" y="202" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">(fully connected)</text>
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<text x="370" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="10" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">satu-satunya bagian yang dilatih dari awal</text>
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<text x="370" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Linear(768, 512)</text>
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<text x="370" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="11" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">menyelaraskan ruang vision → language</text>
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<text x="370" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">jumlah parameter: ~400K</text>
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<rect x="500" y="160" width="220" height="160" rx="6" fill="#f0f0f0" stroke="#333333" stroke-width="2" />
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<text x="610" y="182" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="20" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="bold">language model</text>
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<text x="610" y="202" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">(MiniMind 100M)</text>
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<text x="610" y="228" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">unfrozen selama tahap SFT</text>
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<text x="610" y="248" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">hidden_dim=512</text>
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<text x="610" y="268" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="12.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">pembangkitan deskripsi autoregresif</text>
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<text x="610" y="288" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">Muon optimizer mempercepat 3×</text>
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<line x1="242" y1="240" x2="288" y2="240" stroke="#333333" stroke-width="2" marker-end="url(#ah)" />
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<line x1="452" y1="240" x2="498" y2="240" stroke="#333333" stroke-width="2" marker-end="url(#ah)" />
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<text x="265" y="225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">vision</text>
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<text x="265" y="255" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">token</text>
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<text x="475" y="225" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">language</text>
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<text x="475" y="255" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">embedding</text>
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<rect x="60" y="70" width="180" height="60" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2" />
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<text x="150" y="90" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">gambar input</text>
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<text x="150" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="14" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">(air terjun/kota/alam)</text>
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<line x1="150" y1="132" x2="150" y2="158" stroke="#333333" stroke-width="2" marker-end="url(#ah)" />
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<rect x="500" y="70" width="220" height="60" rx="4" fill="#f5f5f5" stroke="#333333" stroke-width="2" />
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<text x="610" y="90" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#333333" text-anchor="middle" dominant-baseline="central" font-weight="normal">deskripsi output</text>
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<text x="610" y="110" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="7.5" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">"air terjun besar dengan pelangi menggantung di sampingnya"</text>
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<line x1="610" y1="158" x2="610" y2="132" stroke="#333333" stroke-width="2" marker-end="url(#ah)" />
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<text x="390" y="378" font-family="Arial, 'Helvetica Neue', Helvetica, 'PingFang SC', 'Microsoft YaHei', sans-serif" font-size="16" fill="#666666" text-anchor="middle" dominant-baseline="central" font-weight="normal">strategi: freeze LLM + latih projection layer → unfreeze LLM selama SFT (hindari catastrophic forgetting)</text>
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</svg> |