DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI research@deepseek.com Abstract We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model model characterized by economical training and efficient inference. It comprises 236B total parameters, of which 21B are activated for each token, and supports a context length of 128K tokens. DeepSeek-V2 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

Pcbnew user interface Navigating the editing canvas Hotkeys Display and selection controls Board layers The appearance panel Selection and the selection filter Net highlighting Cross-probing from the Option Alt 5 Display and selection controls Board layers Layers in Pcbnew represent physical copper layers on a board, as well as graphical layers used for defining things such as silkscreen, solder There is always one layer that is active in the editor. The active layer is drawn on top of other layers and will be the layer assigned to newly-created objects. The active layer is indicated in the layer

Editor user interface Navigating the editing canvas Hotkeys Display and selection controls Board layers The appearance panel Selection and the selection filter Net highlighting Cross-probing from the Option Alt 5 Display and selection controls Board layers Layers in the PCB Editor represent physical copper layers on a board, as well as graphical layers used for defining things such as silkscreen, solder There is always one layer that is active in the editor. The active layer is drawn on top of other layers and will be the layer assigned to newly-created objects. The active layer is indicated in the layer

Editor user interface Navigating the editing canvas Hotkeys Display and selection controls Board layers The appearance panel Selection and the selection filter Net highlighting Cross-probing from the Option Alt 5 Display and selection controls Board layers Layers in the PCB Editor represent physical copper layers on a board, as well as graphical layers used for defining things such as silkscreen, solder There is always one layer that is active in the editor. The active layer is drawn on top of other layers and will be the layer assigned to newly-created objects. The active layer is indicated in the layer

Editor user interface Navigating the editing canvas Hotkeys Display and selection controls Board layers The appearance panel Selection and the selection filter Net highlighting Cross-probing from the Option Alt 5 Display and selection controls Board layers Layers in the PCB Editor represent physical copper layers on a board, as well as graphical layers used for defining things such as silkscreen, solder There is always one layer that is active in the editor. The active layer is drawn on top of other layers and will be the layer assigned to newly-created objects. The active layer is indicated in the layer

templates Texture Templates Introduction to Layers and Masks Managing layers Types of Layers How are layers composited in Krita? Inherit Alpha or Clipping layers Masks and Filters Selections Creating Selections Introduction to animation: How to make a walk cycle Japanese Animation Template Basic structure of its layers Its layer contents Basic steps to make animation Gamut Masks Selecting a gamut mask In the color Dockers Window Canvas in Krita Layers and Compositing Tools Brush Engines Colors Transparency Blending modes Masks Filters Filter Brush Engine Filter Layers, Filter Masks and Layer Styles Transformations

Browser Asset Browser Spreadsheet Preferences Scenes & Objects Scenes Objects Collections View Layers 建模 介紹 網⾯ 曲線 表⾯(Surface) Metaball Text Volumes Empties Modifiers Geometry Nodes Sculpting & Painting Rendering 介紹 Eevee Cycles Workbench 相機 Lights Materials Shader Nodes Color Management Freestyle Layers & Passes Render Output 合成 介紹 Sidebar 節點類型 Motion Tracking & Masking 介紹 Motion Tracking Masking (and customizable with Python scripts). It has a high-quality 3D architecture, enabling fast and efficient creation workflow. It boasts active community support. See blender.org/community for an extensive

Browser Asset Browser Spreadsheet Preferences Scenes & Objects Scenes Objects Collections View Layers Modeling Introduction Meshes Curves Surfaces Metaball Text Volumes Empties Modifiers Geometry Nodes Introduction Eevee Cycles Workbench Cameras Lights Materials Shader Nodes Color Management Freestyle Layers & Passes Render Output Compositing Introduction Sidebar Node Types Motion Tracking & Masking (and customizable with Python scripts). It has a high-quality 3D architecture, enabling fast and efficient creation workflow. It boasts active community support. See blender.org/community for an extensive

173 Palettes 176 The Gradient Editor 177 PART IV Pre-press Knowledge Chapter 13: Color Models ............................................ 187 RGB 188 CMYK 189 Indexed 189 HSV Selections 308 Adjusting Selections 309 Special Selection Commands 310 Chapter 20: Layers And Floating Selections............... 315 Introduction 316 Basic Layer Operations 317 642 Move Beyond The Basics With The Move Path Tool 643 The AnimFrame Menu 647 Filter Layers 651 Animation Gallery/Tutorial 651 Chapter 41: Drawing Tablets And Gimp .............

tools for high-quality anti-aliasing • Full Alpha channel support for working with transparency • Layers and channels • A procedural database for calling internal GIMP functions from external programs drop files and URIs onto an image window, where they will be opened in the existing image as new layers. Shortcut editor You can now edit your shortcuts in a dedicated dialog, as well as continue to vector support Using the GFig plug-in, the GIMP now supports the basic functionality of vector layers. The GFig plug-in supports a number of vector graphics features such as gradient fills, Bezier