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‎index.html‎

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<button type="button" data-lang="zh">中文</button>
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</div>
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</div>
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<span class="hero-label" data-i18n="hero.label">Light AI · Model Toolchain</span>
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<h1 data-i18n="hero.title">Light-speed efficient multi-modal tooling for synthetic media generation</h1>
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<p class="hero-subtitle" data-i18n="hero.subtitle">
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Light AI 提供覆盖大模型压缩、推理和视频生成体验的一站式工具矩阵，加速从研究到落地的每一个环节。
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</p>
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<span class="hero-label" data-i18n="hero.label"></span>
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<h1 data-i18n="hero.title"></h1>
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<p class="hero-subtitle" data-i18n="hero.subtitle"></p>
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<div class="cta-row">
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<a class="cta primary" href="https://github.com/ModelTC" target="_blank" rel="noopener" data-i18n="hero.cta.github">Explore GitHub</a>
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<a class="cta secondary" href="#projects" data-i18n="hero.cta.platforms">View Platforms</a>
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<a class="cta secondary" href="#updates" data-i18n="hero.cta.updates">Latest Updates</a>
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<a class="cta primary" href="https://github.com/ModelTC" target="_blank" rel="noopener" data-i18n="hero.cta.github"></a>
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<a class="cta secondary" href="#projects" data-i18n="hero.cta.platforms"></a>
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<a class="cta secondary" href="#updates" data-i18n="hero.cta.updates"></a>
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</div>
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</div>
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</header>
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<main>
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<section id="projects">
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<div class="section-heading">
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<h2 data-i18n="projects.title">Core Platforms</h2>
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<p data-i18n="projects.subtitle">围绕高效大模型部署的四大核心产品矩阵，持续迭代更新中。</p>
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<h2 data-i18n="projects.title"></h2>
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<p data-i18n="projects.subtitle"></p>
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</div>
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<div class="project-grid">
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<article class="project-card">
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<h3>LightCompress</h3>
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<p data-i18n="projects.lightcompress.description">大模型压缩与量化工具链，支持混合精度推理、蒸馏与结构化裁剪，让模型以更小的成本运行得更快。</p>
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<p data-i18n="projects.lightcompress.description"></p>
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<div class="project-links">
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<a class="project-link" href="https://github.com/ModelTC/LightCompress" target="_blank" rel="noopener" data-i18n="common.github">GitHub</a>
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<a class="project-link" href="https://light-ai.top/blog/lightcompress" target="_blank" rel="noopener" data-i18n="common.blog">Blog</a>
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<a class="project-link" href="https://github.com/ModelTC/LightCompress" target="_blank" rel="noopener" data-i18n="common.github"></a>
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<a class="project-link" href="https://light-ai.top/blog/lightcompress" target="_blank" rel="noopener" data-i18n="common.blog"></a>
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</div>
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</article>
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<article class="project-card">
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<h3>LightLLM</h3>
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<p data-i18n="projects.lightllm.description">轻量级大语言模型与多模态推理框架，覆盖批量、流式和多 GPU 场景，持续输出性能调优最佳实践。</p>
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<p data-i18n="projects.lightllm.description"></p>
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<div class="project-links">
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<a class="project-link" href="https://github.com/ModelTC/LightLLM" target="_blank" rel="noopener" data-i18n="common.github">GitHub</a>
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<a class="project-link" href="https://modeltc.github.io/lightllm-blog/" target="_blank" rel="noopener" data-i18n="common.blog">Blog</a>
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<a class="project-link" href="https://github.com/ModelTC/LightLLM" target="_blank" rel="noopener" data-i18n="common.github"></a>
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<a class="project-link" href="https://modeltc.github.io/lightllm-blog/" target="_blank" rel="noopener" data-i18n="common.blog"></a>
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</div>
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</article>
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<article class="project-card">
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<h3>LightX2V</h3>
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<p data-i18n="projects.lightx2v.description">视频生成推理引擎，专注文本与多模态提示到视频的高保真输出，面向创意生产和虚拟人场景。</p>
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<p data-i18n="projects.lightx2v.description"></p>
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<div class="project-links">
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<a class="project-link" href="https://github.com/ModelTC/LightX2V" target="_blank" rel="noopener" data-i18n="common.github">GitHub</a>
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<a class="project-link" href="https://light-ai.top/blog/lightx2v" target="_blank" rel="noopener" data-i18n="common.blog">Blog</a>
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<a class="project-link" href="https://github.com/ModelTC/LightX2V" target="_blank" rel="noopener" data-i18n="common.github"></a>
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<a class="project-link" href="https://light-ai.top/blog/lightx2v" target="_blank" rel="noopener" data-i18n="common.blog"></a>
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</div>
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</article>
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<article class="project-card">
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<h3>X2V Studio</h3>
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<p data-i18n="projects.x2vstudio.description">上线体验站点，支持口型驱动和多风格生成，实时探索 LightX2V 模型在生产环境中的表现。</p>
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<p data-i18n="projects.x2vstudio.description"></p>
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<div class="project-links">
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<a class="project-link" href="https://x2v.light-ai.top" target="_blank" rel="noopener" data-i18n="projects.x2vstudio.cta">Open Studio</a>
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<a class="project-link" href="https://x2v.light-ai.top" target="_blank" rel="noopener" data-i18n="projects.x2vstudio.cta"></a>
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</div>
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</article>
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</div>
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</section>
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<section id="updates">
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<div class="section-heading">
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<h2 data-i18n="updates.title">Latest Signals</h2>
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<p data-i18n="updates.subtitle">博客与版本更新会在此同步发布，欢迎订阅 RSS 或加入社区。</p>
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<h2 data-i18n="updates.title"></h2>
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<p data-i18n="updates.subtitle"></p>
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</div>
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<div class="update-feed">
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<div class="update-item">
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<strong data-i18n="updates.q1.label">2025·Q1</strong>
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<span data-i18n="updates.q1.content">LightCompress 推出面向推理部署的 KV Cache 低秩压缩方案，部署成本下降 38%。</span>
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<strong data-i18n="updates.q1.label"></strong>
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<span data-i18n="updates.q1.content"></span>
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</div>
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<div class="update-item">
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<strong data-i18n="updates.feb.label">2025·02</strong>
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<span data-i18n="updates.feb.content">LightLLM 发布多模态推理加速教程，并新增对视频问答的端到端 Demo 支持。</span>
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<strong data-i18n="updates.feb.label"></strong>
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<span data-i18n="updates.feb.content"></span>
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</div>
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<div class="update-item">
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<strong data-i18n="updates.jan.label">2025·01</strong>
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<span data-i18n="updates.jan.content">LightX2V 完成 1.3 版本上线，强化口型驱动稳定性，开放体验站 `x2v.light-ai.top`。</span>
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<strong data-i18n="updates.jan.label"></strong>
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<span data-i18n="updates.jan.content"></span>
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</div>
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</div>
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</section>
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</main>
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<footer>
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<div class="footer-inner">
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<p data-i18n="footer.copyright">© 2025 Light AI · Model Tech Collective</p>
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<p data-i18n="footer.copyright"></p>
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<p>
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<a href="mailto:[email protected]" data-i18n="footer.contact">[email protected]</a> ·
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<a href="https://beian.miit.gov.cn" target="_blank" rel="noopener" data-i18n="footer.icp">京ICP备2021026391号-2</a>
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<a href="mailto:[email protected]" data-i18n="footer.contact"></a> ·
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<a href="https://beian.miit.gov.cn" target="_blank" rel="noopener" data-i18n="footer.icp"></a>
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</p>
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</div>
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</footer>
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<script>
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const translations = {
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en: {
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'hero.label': 'Light AI · Model Tech Collective',
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'hero.title': 'Light-speed tooling for compression, inference, and synthetic media.',
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'hero.label': 'Light AI · Model Toolchain',
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'hero.title': 'Light-speed tooling for efficient multi-modal compression and inference.',
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'hero.subtitle': 'Light AI delivers an end-to-end toolkit for model compression, inference, and video generation experiences, accelerating every step from research to production.',
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'hero.cta.github': 'Explore GitHub',
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'hero.cta.platforms': 'View Platforms',
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'hero.cta.updates': 'Latest Updates',
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'projects.title': 'Core Platforms',
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'projects.subtitle': 'Four core products for efficient large-model deployment, continuously iterating.',
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'projects.lightcompress.description': 'Comprehensive compression and quantization toolkit supporting mixed precision, distillation, and structured pruning to run models faster at lower cost.',
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'projects.lightcompress.description': 'Compression toolkit for LLM, VLM, and video generation models with structured sparsity, quantization, and token pruning to deliver faster inference at lower cost.',
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'projects.lightllm.description': 'Lightweight inference stack for large language and multimodal models, covering batched, streaming, and multi-GPU workloads with continuous performance tuning.',
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'projects.lightx2v.description': 'Video generation inference engine focused on high-fidelity outputs from text and multimodal prompts for creative and virtual avatar scenarios.',
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'projects.x2vstudio.description': 'Live experience site supporting lip-sync driving and multi-style generation to explore LightX2V in production environments.',
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'updates.jan.content': 'LightX2V v1.3 improves lip-sync stability and opens the public studio at `x2v.light-ai.top`.',
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'footer.contact': '[email protected]',
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'footer.icp': 'ICP No. 京ICP备2021026391号-2',
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'footer.copyright': '© 2025 Light AI · Model Tech Collective',
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'footer.copyright': '© 2025 Light AI · Model Toolchain',
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'common.github': 'GitHub',
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'common.blog': 'Blog'
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zh: {
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'hero.label': 'Light AI · Model Tech Collective',
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'hero.title': '面向压缩、推理与生成的极速大模型工具链。',
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'hero.label': 'Light AI · 模型 工具链',
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'hero.title': '高效多模态压缩推理工具链。',
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'hero.subtitle': 'Light AI 聚焦大模型压缩、推理和视频生成体验，打造从研究到落地的一站式工具矩阵，助力团队快速上线 AI 生产力。',
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'hero.cta.github': '访问 GitHub',
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'hero.cta.platforms': '查看平台矩阵',
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'hero.cta.updates': '最新动态',
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'projects.title': '核心平台',
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'projects.subtitle': '围绕高效大模型部署的四大核心产品矩阵，持续迭代更新中。',
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'projects.lightcompress.description': '大模型压缩与量化工具链，支持混合精度推理、蒸馏与结构化裁剪，让模型以更小的成本运行得更快。',
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'projects.lightcompress.description': '面向 LLM / VLM 与视频生成模型的压缩工具链，提供结构化稀疏、量化与 token pruning，显著降低推理成本。',
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'projects.lightllm.description': '轻量级大语言模型与多模态推理框架，覆盖批量、流式和多 GPU 场景，持续输出性能调优最佳实践。',
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'projects.lightx2v.description': '视频生成推理引擎，专注文本与多模态提示到视频的高保真输出，面向创意生产和虚拟人场景。',
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'projects.x2vstudio.description': '上线体验站点，支持口型驱动和多风格生成，实时探索 LightX2V 模型在生产环境中的表现。',
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