Today for AI

EXPLORE / 06

Terms index

Specialized AI and software-development terms with concise explanations

Entity records

4517 records · 83/113

  1. 3281

    OFT

    Efficient tuning technique using orthogonal transformations to preserve pretrained feature space structure

    Website pending
  2. 3282

    PEFT

    Techniques updating few parameters to significantly reduce memory needs for LLM training

    Website pending
  3. 3283

    Privacy-Aware Reinforcement Learning

    A machine learning approach that incorporates privacy protection constraints into the reward function to optimize policies.

    Website pending
  4. 3284

    Multi-hop Reasoning

    A reasoning process requiring the connection of multiple dispersed facts or steps to derive a final answer.

    Website pending
  5. 3285

    Deep Research Agent

    An AI system capable of autonomously planning, retrieving, and synthesizing multi-source information to solve complex problems.

    Website pending
  6. 3286

    Local Models

    LLMs running on user-owned hardware without relying on cloud APIs.

    Website pending
  7. 3287

    Model Parameters

    Total number of trainable weights in a neural network, affecting size and complexity.

    Website pending
  8. 3288

    Cross-Origin Storage

    A proposed Web API allowing different origins to share storage resources.

    Website pending
  9. 3289

    Inference Pipeline

    Standard execution flow encapsulating preprocessing, computation, and postprocessing

    Website pending
  10. 3290

    Open-weight model

    Machine learning models whose parameter weights are publicly available for download and local deployment.

    Website pending
  11. 3291

    CI/CD

    Method of frequently integrating code and deploying to production via automated pipelines

    Website pending
  12. 3292

    Far-field Speech

    Speech signals captured when the microphone is distant from the speaker.

    Website pending
  13. 3293

    OpenAI-compatible API

    Third-party model calling protocols that adhere to OpenAI's standard interface specifications.

    Website pending
  14. 3294

    vLLM

    A high-throughput and memory-efficient serving engine for large language models.

    Website pending
  15. 3295

    Mixture-of-Experts (MoE)

    An architecture that sparsely activates multiple sub-networks to enhance capacity and efficiency.

    Website pending
  16. 3296

    Curse of Dimensionality

    Phenomenon where statistical methods fail as data sparsity increases with dimensionality.

    Website pending
  17. 3297

    Metadata Standard

    A unified specification format describing data attributes.

    Website pending
  18. 3298

    Score Function

    The gradient of the log probability density function, commonly used in diffusion models to guide denoising processes.

    Website pending
  19. 3299

    Metadata

    Data that describes other data, such as model parameters, training sources, etc.

    Website pending
  20. 3300

    General-Purpose LLM

    A foundation model with broad knowledge capable of handling diverse tasks.

    Website pending
  21. 3301

    Specialized Model

    An AI model fine-tuned or optimized for specific tasks or domains.

    Website pending
  22. 3302

    Conditional Maximum Mean Discrepancy

    An improved distribution distance metric designed to replace traditional FID

    Website pending
  23. 3303

    Cascaded Architecture

    A system design pattern where multiple processing modules are chained together, with the output of one serving as the input for the next.

    Website pending
  24. 3304

    Agentic Development

    Using autonomous AI agents to automate coding or system building tasks

    Website pending
  25. 3305

    Custom Kernel

    Low-level computational code optimized for specific hardware or algorithms

    Website pending
  26. 3306

    DINOv2

    A self-supervised vision foundation model by Meta, often used for feature extraction

    Website pending
  27. 3307

    Fréchet Inception Distance

    A metric measuring the similarity between generated and real image distributions

    Website pending
  28. 3308

    Robot Learning

    Field using ML algorithms to enable robots to autonomously acquire task skills

    Website pending
  29. 3309

    Kubernetes

    An open-source system for automating deployment, scaling, and management of containerized applications

    Website pending
  30. 3310

    Model Backend

    Interface layer connecting high-level APIs with underlying compute hardware or optimization libraries

    Website pending
  31. 3311

    Managed Compute

    Cloud service where the provider manages infrastructure and operations.

    Website pending
  32. 3312

    FUSE

    Userspace filesystem interface allowing file system creation without kernel modifications

    Website pending
  33. 3313

    Zero-egress

    Avoiding bandwidth fees charged when data leaves a cloud provider's network

    Website pending
  34. 3314

    Attention Mechanism

    Core component allowing models to dynamically focus on different parts of input sequences

    Website pending
  35. 3315

    Profiling

    Analyzing runtime resource consumption to identify bottlenecks

    Website pending
  36. 3316

    Word Error Rate (WER)

    An objective metric measuring the accuracy of speech recognition systems

    Website pending
  37. 3317

    NVFP4

    A low-bit floating-point format used to accelerate LLM inference and reduce memory footprint

    Website pending
  38. 3318

    Software Supply Chain

    The collection of all components, tools, and processes involved from code development to deployment.

    Website pending
  39. 3319

    Domain Specialization

    Optimizing a model for a specific industry or data distribution to improve performance on vertical tasks.

    Website pending
  40. 3320

    OCR

    Technology that converts text within images into machine-encoded characters.

    Website pending