DeepSeekMoE. MLA guarantees efficient inference through significantly compressing the Key-Value (KV) cache into a latent vector, while DeepSeekMoE enables training strong models at an economical cost through achieves significantly stronger performance, and meanwhile saves 42.5% of training costs, reduces the KV cache by 93.3%, and boosts the maximum generation throughput to 5.76 times. We pretrain DeepSeek-V2 on a Costs (K GPU Hours/T Tokens) 0 100 200 300 400 DeepSeek-V2 DeepSeek 67B reducing KV cache by 93.3% KV Cache for Generation (KB/Token) 0 10000 20000 30000 40000 50000 DeepSeek-V2 DeepSeek 67B 576%

Grease Pencil Animation & Rigging 物理 Rendering 合成 Motion Tracking & Masking Video Editing Files & Data System 附加元件 進階 障礙排除 Glossary Get Involved This manual is maintained largely by volunteers. Please fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Animation & Rigging Physics Rendering Compositing Motion Tracking & Masking Video Editing Files & Data System Add-ons Advanced Troubleshooting Glossary Get Involved This manual is maintained largely fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Animation & Rigging Physics Rendering Compositing Motion Tracking & Masking Video Editing Files & Data System Add-ons Advanced Troubleshooting Glossary Get Involved This manual is maintained largely fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Grease Pencil Animation & Rigging 物理 Rendering 合成 Motion Tracking & Masking Video Editing Files & Data System Add-ons 進階 障礙排除 詞彙表 Get Involved This manual is maintained largely by volunteers. Please fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Pencil Animation & Rigging 物理 Rendering 合成 Motion Tracking & Masking Video Editing Assets, Files, & Data System 附加元件 進階 障礙排除 Glossary Get Involved This manual is maintained largely by volunteers. Please fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Animation & Rigging Physics Rendering Compositing Motion Tracking & Masking Video Editing Assets, Files, & Data System Add-ons Advanced Troubleshooting Glossary Get Involved This manual is maintained largely fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles refactor of the software with new functions, redesign of the internal window manager and event/tool/data handling system, and new Python API. The final version of this project was Blender 2.59 in August

Tracking Masking Video Editing 介紹 Setup Your Project Edit Your Project Assets, Files, & Data System 介紹 Blender File Data-Blocks Linked Libraries Asset Libraries Media Formats Importing & Exporting Files 附加元件 Directory Layout Appendices 障礙排除 Startup 3D Viewport Graphics Hardware Crashes Python Errors Recovering Data Compatibility Glossary Get Involved This manual is maintained largely by volunteers. Please consider fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles

Video Editing Introduction Setup Your Project Edit Your Project Assets, Files, & Data System Introduction Blender File Data-Blocks Linked Libraries Asset Libraries Media Formats Importing & Exporting Files Appendices Troubleshooting Startup 3D Viewport Graphics Hardware Crashes Python Errors Recovering Data Compatibility Glossary Get Involved This manual is maintained largely by volunteers. Please consider fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles

Tracking Masking Video Editing 介紹 Setup Your Project Edit Your Project Assets, Files, & Data System 介紹 Blender File Data-Blocks Linked Libraries Asset Libraries Media Formats Importing & Exporting Files 附加元件 Directory Layout Appendices 障礙排除 Startup 3D Viewport Graphics Hardware Crashes Python Errors Recovering Data Compatibility Glossary Get Involved This manual is maintained largely by volunteers. Please consider fur, a new particle system, enhanced image browsing, cloth, a seamless and non-intrusive physics cache, rendering improvements in reflections, AO, and render baking, a Mesh Deform modifier for muscles