| 1 | <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1280 720" width="1280" height="720"> |
| 2 | <defs> |
| 3 | <linearGradient id="concRail" x1="0" y1="0" x2="0" y2="1"> |
| 4 | <stop offset="0%" stop-color="#1B3A5C"/> |
| 5 | <stop offset="100%" stop-color="#E8743B"/> |
| 6 | </linearGradient> |
| 7 | </defs> |
| 8 | |
| 9 | <g id="bg"><rect width="1280" height="720" fill="#FFFFFF"/></g> |
| 10 | |
| 11 | <g id="header"> |
| 12 | <rect x="64" y="58" width="6" height="56" rx="3" fill="#E8743B"/> |
| 13 | <text x="86" y="92" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="32" font-weight="800" fill="#1B3A5C">结论与影响</text> |
| 14 | <text x="88" y="122" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="14" font-weight="700" fill="#8A94A1" letter-spacing="1">CONCLUSION & IMPACT</text> |
| 15 | </g> |
| 16 | |
| 17 | <g id="rail-decor"> |
| 18 | <line x1="120" y1="200" x2="120" y2="520" stroke="url(#concRail)" stroke-width="3" stroke-linecap="round"/> |
| 19 | </g> |
| 20 | |
| 21 | <g id="take-01"> |
| 22 | <circle cx="120" cy="210" r="24" fill="#1B3A5C"/> |
| 23 | <text x="120" y="217" text-anchor="middle" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="16" font-weight="800" fill="#FFFFFF">01</text> |
| 24 | <rect x="190" y="170" width="1026" height="96" rx="12" fill="#F4F7FA" stroke="#D8DEE6" stroke-width="1"/> |
| 25 | <rect x="190" y="170" width="6" height="96" rx="3" fill="#1B3A5C"/> |
| 26 | <text x="224" y="208" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="20" font-weight="800" fill="#1D2733">方法本身</text> |
| 27 | <text x="224" y="240" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="17" fill="#1D2733">低秩适配 = <tspan font-weight="800" fill="#1B3A5C">参数高效</tspan> + <tspan font-weight="800" fill="#2E7D32">零额外推理延迟</tspan> + 质量持平 / 更优</text> |
| 28 | </g> |
| 29 | |
| 30 | <g id="take-02"> |
| 31 | <circle cx="120" cy="360" r="24" fill="#3E7CB1"/> |
| 32 | <text x="120" y="367" text-anchor="middle" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="16" font-weight="800" fill="#FFFFFF">02</text> |
| 33 | <rect x="190" y="320" width="1026" height="96" rx="12" fill="#F4F7FA" stroke="#D8DEE6" stroke-width="1"/> |
| 34 | <rect x="190" y="320" width="6" height="96" rx="3" fill="#3E7CB1"/> |
| 35 | <text x="224" y="358" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="20" font-weight="800" fill="#1D2733">工程意义</text> |
| 36 | <text x="224" y="390" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="17" fill="#1D2733">一个预训练底座<tspan font-weight="800" fill="#1B3A5C">托管多任务</tspan>,按需热插拔 LoRA 模块,部署成本骤降</text> |
| 37 | </g> |
| 38 | |
| 39 | <g id="take-03"> |
| 40 | <circle cx="120" cy="510" r="24" fill="#E8743B"/> |
| 41 | <text x="120" y="517" text-anchor="middle" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="16" font-weight="800" fill="#FFFFFF">03</text> |
| 42 | <rect x="190" y="470" width="1026" height="96" rx="12" fill="#F4F7FA" stroke="#D8DEE6" stroke-width="1"/> |
| 43 | <rect x="190" y="470" width="6" height="96" rx="3" fill="#E8743B"/> |
| 44 | <text x="224" y="508" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="20" font-weight="800" fill="#1D2733">行业影响</text> |
| 45 | <text x="224" y="540" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="17" fill="#1D2733">已开源,成为大模型微调的<tspan font-weight="800" fill="#E8743B">事实标准之一</tspan>(PEFT 生态基石)</text> |
| 46 | </g> |
| 47 | |
| 48 | <g id="repo"> |
| 49 | <use data-icon="tabler-outline/target" x="64" y="602" width="30" height="30" fill="#1B3A5C" stroke-width="2"/> |
| 50 | <text x="106" y="624" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="17" fill="#1D2733">让人不必在<tspan font-weight="800" fill="#1B3A5C">效率</tspan>与<tspan font-weight="800" fill="#1B3A5C">质量</tspan>之间二选一</text> |
| 51 | <text x="1216" y="624" text-anchor="end" font-family="Consolas, "Courier New", monospace" font-size="16" font-weight="700" fill="#3E7CB1">github.com/microsoft/LoRA</text> |
| 52 | </g> |
| 53 | |
| 54 | <g id="footer"> |
| 55 | <text x="64" y="700" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="11" fill="#8A94A1">来源:LoRA §8 Conclusion · Hu et al. 2021 · arXiv:2106.09685</text> |
| 56 | <text x="1216" y="700" text-anchor="end" font-family=""Microsoft YaHei", Arial, sans-serif" font-size="11" fill="#8A94A1">15 / 15</text> |
| 57 | </g> |
| 58 | </svg> |
| 59 |