EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
RECORDS
Entity records
3377 records · 51/85
- 2001
Hugging Face Hub
A collaborative platform hosting numerous open-source ML models and datasets
Website pending - 2002
Dataset
A structured collection of data used for training or evaluating machine learning models
Website pending - 2003
Multi-lingual Reasoning
The ability of models to perform logical deduction and problem-solving across different languages
Website pending - 2004
Ahead-of-Time Compilation
Converting code to machine code before execution to reduce startup latency
Website pending - 2005
Transformer Architecture
Mainstream deep learning sequence modeling structure based on self-attention mechanisms.
Website pending - 2006
Visible Watermark
Technology that overlays visible identifiers on images or videos
Website pending - 2007
GUI Agent
AI agents capable of autonomously recognizing and operating graphical user interfaces
Website pending - 2008
Retrieval Evaluation
The process of measuring performance metrics like recall and precision in information retrieval systems
Website pending - 2009
Data Construction
The process of preparing, cleaning, and formatting datasets for model training
Website pending - 2010
Depth Pruning
Removing redundant layers from neural networks to compress model structure
Website pending - 2011
Code Execution
Running generated code in a runtime environment to verify functionality
Website pending - 2012
Code Execution Verification
Technical approach checking if code produces expected results by running it
Website pending - 2013
TCO
Total cost of ownership covering hardware, software, and operations lifecycle
Website pending - 2014
Sentence Embedding
Mapping text sentences to fixed-dimension vectors to represent semantic meaning
Website pending - 2015
Backward Compatibility
The ability of a new system version to work with data or interfaces from older versions
Website pending - 2016
Package Dependency
Other packages or libraries required for a software package to function correctly
Website pending - 2017
Open Source Robot Learning
A paradigm using public code and datasets to train robot policies
Website pending - 2018
Model Supply Chain Security
Protecting AI models from malicious tampering or contamination throughout their lifecycle
Website pending - 2019
Typer
A Python framework for building high-performance command-line interfaces based on type hints
Website pending - 2020
httpx
A modern Python HTTP client library supporting HTTP/2 and async requests
Website pending - 2021
I/O Bottleneck
Performance limitation caused by slower input/output operations than computation
Website pending - 2022
Streaming Loading
Reading data chunks from remote storage on demand to avoid full downloads
Website pending - 2023
Inference
The process of using a trained model to make predictions or generate outputs on new data
Website pending - 2024
Policy Training
The process in reinforcement learning where an agent learns decision rules to maximize rewards
Website pending - 2025
Digital Twin
A virtual replica of a physical entity used for simulation, analysis, and optimization
Website pending - 2026
Cambricon
Leading Chinese intelligent chip design company providing cloud and terminal AI acceleration solutions
Website pending - 2027
Ascend
Huawei's full-scenario AI processor series used for cloud training and edge inference
Website pending - 2028
Agent Alignment
Training process ensuring AI agent behaviors align with human intent and task constraints
Website pending - 2029
Model Garden
A centralized catalog and management interface for pre-trained models provided by cloud platforms.
Website pending - 2030
Mamba Architecture
Efficient sequence modeling architecture based on State Space Models
Website pending - 2031
Nix
A declarative package manager ensuring consistent and reproducible build environments
Website pending - 2032
ROCm
AMD's open-source GPU computing platform, comparable to NVIDIA CUDA
Website pending - 2033
API Abstraction Layer
Middleware pattern hiding backend differences behind a unified interface
Website pending - 2034
Core ML
Apple's framework for running machine learning models on-device
Website pending - 2035
Long-Form Transcription
Transcribing audio files with extended duration and complex context
Website pending - 2036
Pre-training from Scratch
The process of training a model directly on large-scale data without relying on existing weights.
Website pending - 2037
Cloud GPU Orchestration
Automated allocation and management of remote graphics processing units for compute-intensive tasks
Website pending - 2038
Standardized Interface
Specifications unifying interactions between modules to enhance compatibility and maintainability.
Website pending - 2039
Model Architecture
The structural design of a neural network determining parameter connections and computational logic.
Website pending - 2040
Code Sandbox
An isolated runtime environment used to safely execute generated code to prevent malicious operations.
Website pending