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CONTEXT WINDOW

  • Context window
  • Token limit for LLM context

    The context window of a large language model (LLM) is the maximum number of tokens that can be used by the model at one time when generating an output

    Context window

    Context_window

  • Kimi (AI)
  • Artificial intelligence chatbot by Moonshot AI

    beta testing of an updated version of Kimi with a 2 million character context window. In November 2024, Kimi began internal testing of an AI video generation

    Kimi (AI)

    Kimi (AI)

    Kimi_(AI)

  • Agent harness
  • Digital technology which directs AI models to perform tasks

    Rather than repeatedly re-reading an ever-growing transcript inside the context window, a harness can offload record-keeping into a structured software environment

    Agent harness

    Agent harness

    Agent_harness

  • Window blind
  • Type of window covering

    can also be used to describe window coverings more broadly. In this context window blinds include almost every type of window covering, whether it is a hard

    Window blind

    Window blind

    Window_blind

  • Word2Vec
  • Models used to produce word embeddings

    the surrounding window of context words. The skip-gram architecture weighs nearby context words more heavily than more distant context words. According

    Word2Vec

    Word2Vec

  • Attention Is All You Need
  • 2017 paper conceptualizing the transformer-based deep learning architecture

    matrices that come from the same source (i.e., the input sequence or context window), this eliminates the need for RNNs, completely ensuring parallelizability

    Attention Is All You Need

    Attention Is All You Need

    Attention_Is_All_You_Need

  • Moonshot AI
  • Chinese artificial intelligence company

    further increased its performance in agentic coding tasks and doubled its context window from 128K tokens to 256K tokens. In November 2025, Moonshot released

    Moonshot AI

    Moonshot_AI

  • Llama (language model)
  • Large language model by Meta AI (2023–2026)

    and multimodal, better at coding and reasoning, and to increase its context window. Regarding scaling laws, Llama 3 models empirically showed that when

    Llama (language model)

    Llama (language model)

    Llama_(language_model)

  • Z.ai
  • Chinese artificial intelligence company

    2 was released with a one-million token context window, an increase from GLM-5.1's 200K-token context window. On 14 August 2026, GLM-5.3 was released

    Z.ai

    Z.ai

    Z.ai

  • Sarvam AI
  • Indian artificial intelligence company

    000-token context window. Sarvam-105B – A 105-billion parameter model activating approximately 9 billion parameters per token, with a 128,000-token context window

    Sarvam AI

    Sarvam_AI

  • Transformer (deep learning)
  • Algorithm for modelling sequential data

    each layer, each token is then contextualized within the scope of the context window with other (unmasked) tokens via a parallel multi-head attention mechanism

    Transformer (deep learning)

    Transformer (deep learning)

    Transformer_(deep_learning)

  • Tencent Hy
  • Large language model family developed by Tencent

    parameters, of which 49 billion are active for each token, and supports a context window of more than one million tokens. It is designed for tasks including

    Tencent Hy

    Tencent_Hy

  • Context menu
  • User interface element

    options in 1991. Borland Quattro Pro for Windows v1.0 introduced the Properties context menu option in 1992. Context menus are opened via various forms of

    Context menu

    Context menu

    Context_menu

  • Evo (AI)
  • AI family trained on genomic DNA

    scaling of memory and processing relative to sequence length. Evo 1 had a context window of 131,072 (128k) base pairs, which is significantly more than earlier

    Evo (AI)

    Evo_(AI)

  • Gemini (language model)
  • Large language model developed by Google

    architecture, a mixture-of-experts approach, and a larger one-million-token context window. The same month, Google debuted Gemma, a smaller, free and open-source

    Gemini (language model)

    Gemini_(language_model)

  • StepFun
  • Chinese artificial intelligence company

    open-source Apache 2.0 license. It supports tool use and a 256k token context window. Free and open-source software portal Business portal China portal List

    StepFun

    StepFun

  • Parallel Web Systems
  • Artificial intelligence company

    content excerpts—optimized for inclusion in a large language model's context window—rather than ranked lists of links of the kind returned by general-purpose

    Parallel Web Systems

    Parallel_Web_Systems

  • Graphics Device Interface
  • Microsoft Windows API

    needed] Windows apps use Windows API to interact with GDI, for such tasks as drawing lines and curves, rendering fonts, and handling palettes. The Windows USER

    Graphics Device Interface

    Graphics Device Interface

    Graphics_Device_Interface

  • GPT-3
  • 2020 text-generating language model

    requiring 350GB of storage since each parameter occupies 2 bytes. It has a context window size of 2,048 tokens, and has demonstrated strong "zero-shot" and "few-shot"

    GPT-3

    GPT-3

  • Windows key
  • Keyboard key meant for Windows devices

    The Windows key (also known as the win, start, logo, flag or super key) is a computer keyboard key originally introduced on Microsoft's Natural Keyboard

    Windows key

    Windows key

    Windows_key

  • Inkling (large language model)
  • Artificial intelligence LLM (released 2026)

    to deploy it through third-party providers. The model allows for a context window of up to 1,048,576 tokens, and can be deployed using common inference

    Inkling (large language model)

    Inkling_(large_language_model)

  • Window manager
  • Type of system software

    A window manager is system software that controls the placement and appearance of windows within a windowing system in a graphical user interface. Most

    Window manager

    Window manager

    Window_manager

  • Xiaomi MiMo
  • Large language model developed by Xiaomi

    trillion total parameters, 42 billion active, and a 1-million-token context window. Before the official release, the model had appeared anonymously on

    Xiaomi MiMo

    Xiaomi_MiMo

  • Open source
  • Publishing digital resources with their source files

    weights. The downloadable model is text-only and has a 262K native context window extensible to about one million tokens, while the Qwen3.8-Max managed

    Open source

    Open_source

  • Baichuan
  • Chinese artificial intelligence company

    researchers at universities. In November 2023, Baichuan2 was released. Its context window could handle around 350,000 Chinese characters. In January 2024 and

    Baichuan

    Baichuan

  • Google AI Studio
  • Web-based IDE for prototyping with Google's generative AI models

    Gemini models, with features such as real-time screen sharing and large context windows cited as notable capabilities. However, reviewers have raised concerns

    Google AI Studio

    Google AI Studio

    Google_AI_Studio

  • Window (computing)
  • Visual area containing some kind of user interface

    Resize Roll-up (or WindowShade) Note that a context menu may be available from some title bar buttons or by right-clicking. Some window managers display

    Window (computing)

    Window_(computing)

  • GloVe
  • Algorithm for obtaining vector representations of words

    two model families, namely the global matrix factorization and local context window methods. It was developed as an open-source project at Stanford University

    GloVe

    GloVe

  • Financial statement analysis
  • Method of analysing financial statements for decision-making

    models the specific SEC filing to answer the question (i.e., in a long context window). On the retrieval system version, GPT-4-Turbo and LLaMA-2 both failed

    Financial statement analysis

    Financial_statement_analysis

  • X window manager
  • Type of window manager

    An X window manager is a window manager that runs on top of the X Window System, a windowing system mainly used on Unix-like systems. Unlike MacOS Classic

    X window manager

    X window manager

    X_window_manager

  • X Window System core protocol
  • The X Window System core protocol is the base protocol of the X Window System, which is a networked windowing system for bitmap displays used to build

    X Window System core protocol

    X_Window_System_core_protocol

  • Gemma (language model)
  • Family of large language models by Google

    PaliGemma 2, the cost is a linear increase of kv-cache size relative to context window size. With Gemma 3, there is an improved growth curve due to the separation

    Gemma (language model)

    Gemma (language model)

    Gemma_(language_model)

  • GPT-J
  • Large language model developed by EleutherAI

    vocabulary size is 50257 tokens, the same size as GPT-2's. It has a context window size of 2048 tokens.[non-primary source needed] It was trained on the

    GPT-J

    GPT-J

    GPT-J

  • Window function
  • Function used in signal processing

    In signal processing and statistics, a window function (also known as an apodization function or tapering function) is a mathematical function that is

    Window function

    Window function

    Window_function

  • 2024 in artificial intelligence
  • Google DeepMind introduces Gemini 1.5, a multimodal AI model with a context window of up to one million tokens. 22 February – Google suspends Gemini's

    2024 in artificial intelligence

    2024_in_artificial_intelligence

  • Windows 11 version history
  • List of Windows 11 operating system versions

    background. It also introduces revamped context menus with rounded corners, larger text, and Acrylic. New Windows Subsystem for Android. The update has

    Windows 11 version history

    Windows_11_version_history

  • AutoGPT
  • Open source autonomous AI agent

    which creates GPT-4, further explains that it is AutoGPT's “finite context window” that can limit its performance and cause it to “go off the rails”.

    AutoGPT

    AutoGPT

    AutoGPT

  • LlamaIndex
  • American artificial intelligence company

    reliably with private or proprietary data and its narrow 4,096-token context window, Liu built a small indexing utility and published it to GitHub in November

    LlamaIndex

    LlamaIndex

  • Windows 11
  • 2021 Microsoft operating system version

    Windows 11 is the current major release of Microsoft's Windows NT operating system, released on October 5, 2021, as the successor to Windows 10 (2015)

    Windows 11

    Windows_11

  • Word n-gram language model
  • Purely statistical model of language

    the context window consisting of the preceding i − 1 words) can be approximated by the probability of observing it in the shortened context window consisting

    Word n-gram language model

    Word_n-gram_language_model

  • Extensional context
  • Extensions with context

    out of a window and Superman caught her. Thus the sentence "Superman caught Lois Lane" is true. Because this sentence is an extensional context, the sentence

    Extensional context

    Extensional_context

  • Windows service
  • Component of the Microsoft Windows operating system

    Service. These Windows components are often associated with Host Process for Windows Services. Because Windows services operate in the context of their own

    Windows service

    Windows_service

  • Modal window
  • Subordinate user interface element

    window but keeps it visible, with the modal window as a child window in front of it. In regular practice a user has to interact with the modal window

    Modal window

    Modal_window

  • Windows 10
  • 2015 Microsoft operating system version

    Windows 10 is a major release of the Windows NT operating system developed by Microsoft. The successor to Windows 8.1, it was released to manufacturing

    Windows 10

    Windows_10

  • Circuit (neural network)
  • Interpretable computational sub-graphs within artificial neural networks

    Query-Key (QK) circuit, which determines where the model looks in the context window, and an Output-Value (OV) circuit, which determines what information

    Circuit (neural network)

    Circuit_(neural_network)

  • XCB
  • X protocol C language binding library

    screen->black_pixel; values[1] = 0; xcb_create_gc(connection, context, window, mask, values); // create window window = xcb_generate_id(connection); mask = XCB_CW_BACK_PIXEL

    XCB

    XCB

    XCB

  • Convolutional neural network
  • Type of feedforward neural network

    process 5x5-sized tiles. Higher-layer features are extracted from wider context windows, compared to lower-layer features. Some applications of CNNs include:

    Convolutional neural network

    Convolutional_neural_network

  • Context switch
  • Switch between processes or tasks on a computer

    In computing, a context switch is the process of storing the state of a process or thread, so that it can be restored and resume execution at a later

    Context switch

    Context_switch

  • Cloze test
  • "Fill-in-the-blank" language learning technique

    while higher ability test takers are thought to be able to use a wider context window, which is also true for more capable large language models, such as

    Cloze test

    Cloze test

    Cloze_test

  • Distributional semantics
  • Field of linguistics

    with respect to the following parameters: Context type (text regions vs. linguistic items) Context window (size, extension, etc.) Frequency weighting

    Distributional semantics

    Distributional semantics

    Distributional_semantics

  • Naive Bayes classifier
  • Probabilistic classification algorithm

    words) instead of isolated natural languages words. For example, with a "context window" of four words, they compute the spamicity of "Viagra is good for",

    Naive Bayes classifier

    Naive Bayes classifier

    Naive_Bayes_classifier

  • Windows Metafile
  • File format for images

    Windows Metafile (WMF) is an image file format originally designed for Microsoft Windows in the 1990s. The original Windows Metafile format was not device-independent

    Windows Metafile

    Windows_Metafile

  • JetBrains
  • Czech software company

    AI Assistant users, with Gemini Pro 1.5 and Flash 1.5 adding a long context window, advanced reasoning, and high-volume, low-latency capabilities. With

    JetBrains

    JetBrains

  • Tiling window manager
  • Window manager with non-overlapping frames

    tiling window manager is a window manager with the organization of the screen often dependent on mathematical formulas to organise the windows into a

    Tiling window manager

    Tiling window manager

    Tiling_window_manager

  • Broken windows theory
  • Criminological theory

    In criminology, the broken windows theory states that visible signs of crime, antisocial behavior and civil disorder create an urban environment that

    Broken windows theory

    Broken windows theory

    Broken_windows_theory

  • Windows Vista
  • 2006 Microsoft operating system version

    Windows Vista is a major release of the Windows NT operating system developed by Microsoft. It was the direct successor to Windows XP, released five years

    Windows Vista

    Windows_Vista

  • Lexical chain
  • writing. It can span narrow (adjacent words or sentences) or wide context windows (an entire text). An example lexical chain Examples include: Rome →

    Lexical chain

    Lexical_chain

  • Cologne Cathedral Window
  • Stained-glass window in Cologne cathedral

    arranged randomly, with others selected in response to architectural context. The window was inaugurated on 25 August 2007 as part of a Eucharistic celebration;

    Cologne Cathedral Window

    Cologne Cathedral Window

    Cologne_Cathedral_Window

  • Stained glass
  • Colored glass and works that are made from it

    visual art to have survived to the present day. In this context, the purpose of a stained glass window is not to allow those within a building to see the world

    Stained glass

    Stained glass

    Stained_glass

  • GLFW
  • Software library

    provides programmers with the ability to create and manage windows as well as OpenGL and Vulkan contexts, as well as handle joystick, keyboard and mouse input

    GLFW

    GLFW

  • Microsoft Windows version history
  • consistent context menus and the ability to change the color of window titlebars. Windows 10 can now be activated with a product key for Windows 7 and later

    Microsoft Windows version history

    Microsoft_Windows_version_history

  • Window covering
  • Material used to cover a window for functional purposes

    Window coverings are considered any type of materials used to cover a window to manage sunlight, privacy, and insulation (weatherproofing etc.), as opposed

    Window covering

    Window covering

    Window_covering

  • Photos (Windows)
  • Built-in image viewer for Windows 8 and later

    directly from the context menu when selecting a photo or video. In 2019, Microsoft worked with Apple Inc. to bring the iCloud app to Windows 10. By 2022, Microsoft

    Photos (Windows)

    Photos_(Windows)

  • Windows Console
  • GUI for Windows console applications

    security context, each conhost.exe runs in the same security context as the console app. In addition, in Windows 7, this change enabled console windows to have

    Windows Console

    Windows Console

    Windows_Console

  • Language model benchmark
  • Standardized AI performance test

    specific benchmark, but a method for benchmarking context lengths. In this method, a long context window is filled with text, such as Paul Graham's essays

    Language model benchmark

    Language model benchmark

    Language_model_benchmark

  • Windows Task Scheduler
  • Computer application of Microsoft Windows

    included with Windows NT 4.0 (with Internet Explorer 4.0 or later), Windows 2000, Windows XP and Windows Server 2003. It runs as a Windows Service, and

    Windows Task Scheduler

    Windows_Task_Scheduler

  • Context (disambiguation)
  • Topics referred to by the same term

    user interaction ConTeXt, a macro package for the TeX typesetting system ConTEXT, a text editor for Microsoft Windows Operational context, a temporarily

    Context (disambiguation)

    Context_(disambiguation)

  • Yarowsky algorithm
  • Method in computational linguistics

    convergence the algorithm will also need to increase the width of the context window. The algorithm will continue to iterate until no more reliable collocations

    Yarowsky algorithm

    Yarowsky_algorithm

  • Window of opportunity
  • Period of time

    activities of customers, competitors, and other market context factors Limited time offer, a critical window for consumers that is artificially imposed (or even

    Window of opportunity

    Window of opportunity

    Window_of_opportunity

  • Error guessing
  • Software testing technique in which one establishes test cases based on prior experience

    cases. These mistakes are associated with saturating the effective context window of the LLM, which limits the amount of code the model can consider at

    Error guessing

    Error_guessing

  • Window shopping
  • Examining a shop's stock without intent to purchase

    Window shopping, sometimes called browsing, refers to an activity in which a consumer browses through or examines a store's merchandise as a form of leisure

    Window shopping

    Window shopping

    Window_shopping

  • File Explorer
  • Microsoft Windows file manager application

    "Windows Explorer" to "File Explorer" in Windows 8; however, the old name of "Windows Explorer" can still be seen in the Windows Task Manager. Windows

    File Explorer

    File_Explorer

  • Graphical widget
  • Element of interaction in a graphical user interface

    a gadget. In 1988, the term widget is attested in the context of Project Athena and the X Window System. In An Overview of the X Toolkit by Joel McCormack

    Graphical widget

    Graphical widget

    Graphical_widget

  • Windows 8.1
  • 2013 Microsoft operating system version

    Windows 8.1 is a release of the Windows NT operating system based on Windows 8 developed by Microsoft. It was released to manufacturing on August 27, 2013

    Windows 8.1

    Windows_8.1

  • Brotli
  • Lossless compression algorithm

    general-purpose LZ77 lossless compression algorithm, Huffman coding and 2nd-order context modelling. Brotli is primarily used by web servers and content delivery

    Brotli

    Brotli

  • List of C software and tools
  • implementation of the C standard library GLFW — library for OpenGL contexts, windows, and input device handling GNet — networking library for GLib GNU

    List of C software and tools

    List_of_C_software_and_tools

  • Door frame
  • Structure supporting the area around a door

    frame, window frame, door surround, window surround, or niche surround is the architectural frame around an aperture such as a door or window. This may

    Door frame

    Door frame

    Door_frame

  • Box office
  • Office selling event tickets

    through a hole in a wall or window, or at a wicket. By extension, the term is frequently used, especially in the context of the film industry, as a metonym

    Box office

    Box office

    Box_office

  • Windows NT
  • Microsoft operating system family

    context switching, HAL low‑level routines) of the codebase. The following are the releases of Windows based on the Windows NT technology. Windows NT

    Windows NT

    Windows_NT

  • Windows 10 editions
  • Windows 10 has several editions, all with varying feature sets, use cases, or intended devices. Certain editions are distributed only on devices directly

    Windows 10 editions

    Windows_10_editions

  • Word-sense disambiguation
  • Identification of which sense of a word is being used

    a fixed context window to select the most suitable word sense using a pre-trained word-embedding model and WordNet. For each context window, MSSA calculates

    Word-sense disambiguation

    Word-sense_disambiguation

  • Good
  • Concept in ethics, religion, and philosophy

    In most contexts, the concept of good denotes the conduct that should be preferred when posed with a choice between possible actions. Good is generally

    Good

    Good

  • Optical window
  • Atmospheric window

    ultraviolet and the infrared spectra (at least in this context). The optical atmospheric window is the optical portion of the electromagnetic spectrum

    Optical window

    Optical window

    Optical_window

  • Launch window
  • Time period during which a rocket must launch to reach its target

    In the context of spaceflight, launch period is the collection of days, and launch window is the time period on a given day, during which a particular

    Launch window

    Launch window

    Launch_window

  • Windows NT 4.0
  • 1996 Microsoft operating system version

    eliminated a process-to-process context switch in calling GDI functions, resulting in a significant performance improvement over Windows NT 3.51, particularly in

    Windows NT 4.0

    Windows_NT_4.0

  • State space model (deep learning)
  • Characterizes a recent neural network architecture providing advances in time series deep learning

    parameters during inference Support for 256K token context windows 3× throughput improvement on long contexts compared to Mixtral 8x7B The architecture demonstrated

    State space model (deep learning)

    State_space_model_(deep_learning)

  • Static Context Header Compression
  • not done at the end of the transmission but for each window. The Generic Framework for Static Context Header Compression and Fragmentation, RFC 8724 has

    Static Context Header Compression

    Static_Context_Header_Compression

  • Register window
  • CPU architecture feature to improve performance

    windows is that context switches require saving a large number of registers to memory. The SPARC implementation always advances the register window by

    Register window

    Register window

    Register_window

  • Control-Alt-Delete
  • Computer keyboard shortcut that triggers a reboot or system security function

    starts) or in MS-DOS, Windows 3.0 and earlier versions of Windows or OS/2, the key combination reboots the computer. Starting with Windows 95, the key combination

    Control-Alt-Delete

    Control-Alt-Delete

  • System Service Descriptor Table
  • Descriptor Table (SSDT) is an internal dispatch table within Microsoft Windows. The SSDT maps syscalls to kernel function addresses. When a syscall is

    System Service Descriptor Table

    System_Service_Descriptor_Table

  • Features new to Windows 7
  • Overview of the features newly introduced in the Microsoft Windows 7 operating system

    process (unlike in Windows Vista where gadgets could operate in multiple sidebar.exe processes). New features for gadgets include: A context menu option on

    Features new to Windows 7

    Features_new_to_Windows_7

  • Common menus in Microsoft Windows
  • List of recently used files

    In Microsoft Windows, a properties page is a panel of information in the file properties dialogue (accessed from the File menu, context menu, or by typing

    Common menus in Microsoft Windows

    Common_menus_in_Microsoft_Windows

  • Windows Speech Recognition
  • Speech recognition software

    Windows Media Player. It is present in Windows 7, Windows 8, Windows 8.1, Windows RT, Windows 10, and Windows 11. Microsoft was involved in speech recognition

    Windows Speech Recognition

    Windows_Speech_Recognition

  • Compositing manager
  • Type of window manager

    provides applications with an off-screen buffer for each window, then composites these window buffers into an image representing the screen and writes

    Compositing manager

    Compositing_manager

  • Google Chrome
  • Web browser developed by Google

    browser developed by Google. It was launched in September 2008 for Microsoft Windows, built with free and open-source (FOSS) components from Apple WebKit and

    Google Chrome

    Google Chrome

    Google_Chrome

  • Outlook for Windows
  • Personal information manager application

    preloaded Windows Mail and the contact management Windows People app on Windows 10 and 11 and is preinstalled with all versions of Windows 11 since October

    Outlook for Windows

    Outlook for Windows

    Outlook_for_Windows

  • Workspace
  • Business and engineering term

    old set of windows slides off the screen and the new set slides on. Window managers without "eye candy" often simply remove the old windows and display

    Workspace

    Workspace

  • Word-sense induction
  • similar context windows, or in similar syntactic contexts. Each occurrence of a target word in a corpus is represented as a context vector. These context vectors

    Word-sense induction

    Word-sense_induction

  • Windows Firewall
  • Firewall software for Windows

    Windows. It was first included in Windows XP x86 SP2, Windows XP x64, and Windows Server 2003 SP1. Before the release of Windows XP Service Pack 2, it was known

    Windows Firewall

    Windows_Firewall

  • Microsoft PowerToys
  • Set of freeware system utilities for Windows

    folder in Windows Explorer by right-clicking (native in Windows Vista onwards); Contents Menu allowed users to access folders and files from a context menu

    Microsoft PowerToys

    Microsoft PowerToys

    Microsoft_PowerToys

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