EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
Entity records
4615 records · 83/116
- 3281
Multi-process Architecture
Design running tasks in separate processes to enhance stability and isolation
Website pending - 3282
Inference Server
Software component that receives requests and runs models to generate outputs
Website pending - 3283
Guardrail Model
Auxiliary models designed to detect potential risks and safety violations in inputs or outputs
Website pending - 3284
Predefined Policies
Pre-set rules or constraints used to guide model behavioral boundaries.
Website pending - 3285
Vocabulary
Set of all possible input tokens defined by the model
Website pending - 3286
Chat Completion
A large model text generation interface paradigm based on turn-based conversations.
Website pending - 3287
Reasoning LLM
Large language models capable of logical deduction and multi-step planning
Website pending - 3288
Hybrid Architecture
Model design combining multiple neural components or attention mechanisms to balance efficiency and performance
Website pending - 3289
Inference Standard
Unified technical standards regulating model input/output formats and interaction protocols.
Website pending - 3290
Video Diffusion Model
Deep learning architecture that generates video frames by progressively denoising from random noise.
Website pending - 3291
Differential Attention
A technique that suppresses noise and enhances signals by computing the difference between two sets of attention scores.
Website pending - 3292
GQA
An attention mechanism where multiple query heads share a single set of key-value heads, balancing between MHA and MQA.
Website pending - 3293
Asset Operations
The process of monitoring, maintaining, and managing physical or digital assets
Website pending - 3294
Agent Benchmark
Standardized test sets used to evaluate AI agent performance on specific tasks
Website pending - 3295
Open-source LLM
Large language models with public weights allowing free community modification and use
Website pending - 3296
On-policy Collection
Action sequences generated by the current policy used to update model parameters
Website pending - 3297
Dialect Processing
NLU and generation techniques for specific regional language variants
Website pending - 3298
On-policy
Training method using data generated by the current policy being optimized
Website pending - 3299
Text-to-Image Model
Deep learning models that generate images corresponding to textual descriptions.
Website pending - 3300
Visual Debugging
Monitoring program execution status and data flow intuitively via graphical interfaces
Website pending - 3301
Middleware
Software layer between applications and backend services handling request transformation or logic.
Website pending - 3302
Ablation Study
Method evaluating component contributions by removing or modifying them in a model.
Website pending - 3303
Stateful Environment
A system environment that retains historical interaction records where the current state influences subsequent feedback.
Website pending - 3304
UI Localization
The process of adapting software interfaces to specific linguistic and cultural contexts.
Website pending - 3305
ONNX Runtime
Microsoft's cross-platform machine learning model accelerator
Website pending - 3306
Partial Observability
A scenario where an agent cannot fully access all environmental state information and must make decisions based on incomplete data.
Website pending - 3307
One-shot Prompting
A technique providing a single example or instruction to guide a model in completing a specific task.
Website pending - 3308
Agent Skill
Structured capability modules enabling AI agents to perform specific complex tasks
Website pending - 3309
VRAM
GPU memory determining model loading and computation limits
Website pending - 3310
VRAM Optimization
Techniques to reduce video memory usage during deep learning training
Website pending - 3311
LLM Fine-tuning
Further training a pre-trained LLM on specific data to adapt it for downstream tasks
Website pending - 3312
GGML
A lightweight C library for tensor operations in machine learning
Website pending - 3313
On-Device Optimization
Techniques like quantization and pruning to enable efficient local execution of large models
Website pending - 3314
Asynchronous Training
A training mode that decouples data generation from model updates to overlap computation wait times.
Website pending - 3315
DeepSpeed
Microsoft's open-source library for large model training optimization and distributed parallelism.
Website pending - 3316
FlashAttention
An IO-aware efficient attention algorithm that significantly reduces memory usage.
Website pending - 3317
Sequence Parallelism
A distributed strategy that splits input sequences across multiple devices for parallel computation.
Website pending - 3318
Rollout
The process of generating trajectory data by interacting with the environment using the current policy during RL training.
Website pending - 3319
Group Relative Policy Optimization
An RL algorithm variant that estimates advantages via intra-group relative comparisons without requiring a value network.
Website pending - 3320
Optimizer State
Internal variables recording gradient momentum and other auxiliary info in DL training
Website pending