EXPLORE / 06
Terms index
Specialized AI and software-development terms with concise explanations
Entity records
4608 records · 81/116
- 3201
LLM Inference Engine
Software systems designed for efficient deployment and execution of LLMs
Website pending - 3202
Robot Foundation Model
Large-scale pre-trained general models adaptable to various robot tasks and hardware
Website pending - 3203
Evaluation Suite
A collection of standardized tasks and metrics used to systematically test model performance
Website pending - 3204
LPU
Deterministic hardware architecture designed by Groq specifically for LLM inference.
Website pending - 3205
Language Processing Unit
Hardware architecture by Groq designed specifically to accelerate language model inference
Website pending - 3206
Backend Abstraction
Architectural pattern that hides differences in underlying hardware or libraries behind a unified interface
Website pending - 3207
Backend Integration
Process of connecting different software components to work together
Website pending - 3208
Finetuning
Continuing training on a pretrained model for specific tasks
Website pending - 3209
Early Training Evaluation
Methods to monitor and analyze model performance or convergence trends during the initial stages of training
Website pending - 3210
Sparse Embedding
A high-dimensional vector representation where most dimensions are zero, used for efficient retrieval
Website pending - 3211
Open-source Hardware
Hardware designs released under licenses allowing free modification and distribution
Website pending - 3212
Desktop Agent
AI programs that autonomously perform tasks within an OS graphical interface
Website pending - 3213
Action Prediction
The process of inferring next physical operation commands based on current state.
Website pending - 3214
Asynchronous Inference
A mechanism where model computation and actual execution are decoupled and run in parallel.
Website pending - 3215
Xet
A new storage protocol optimized for machine learning data
Website pending - 3216
Git LFS
A Git extension for versioning large binary files
Website pending - 3217
Encoder-Decoder Architecture
A model structure consisting of an encoder and a decoder for sequence transformation
Website pending - 3218
Predictive Modeling
Techniques using historical data and algorithms to forecast future outcomes
Website pending - 3219
Encoder-Decoder
A neural network architecture that maps input sequences to output sequences
Website pending - 3220
Inference Microservices
An architectural pattern encapsulating AI models into standardized API services
Website pending - 3221
Virtual Cell
Digital models using AI to simulate cell behaviors and interactions
Website pending - 3222
Video LMM
Multimodal AI models that simultaneously understand visual information from videos and textual semantics.
Website pending - 3223
Content-Defined Chunking
A deduplication technique that splits data based on content rather than fixed size
Website pending - 3224
Video LLM
Multimodal model understanding both visual video content and textual semantics
Website pending - 3225
Gradio
An open-source Python library for quickly building web interfaces for ML applications
Website pending - 3226
STEM
Acronym for Science, Technology, Engineering, and Mathematics
Website pending - 3227
Data Parallelism
Strategy splitting batch data across devices to compute gradients in parallel
Website pending - 3228
GPU Kernel
Core computational function units executed in parallel on a GPU
Website pending - 3229
Reasoning Dataset
Training data containing questions, chain-of-thought steps, and final answers
Website pending - 3230
Neural Super Sampling
A technique using neural networks to reconstruct high-resolution details from low-resolution images
Website pending - 3231
Structural Intelligence
Using AI to analyze molecular 3D structures for property prediction
Website pending - 3232
Hugging Face Hub
A collaborative platform hosting numerous open-source ML models and datasets
Website pending - 3233
Dataset
A structured collection of data used for training or evaluating machine learning models
Website pending - 3234
Multi-lingual Reasoning
The ability of models to perform logical deduction and problem-solving across different languages
Website pending - 3235
Ahead-of-Time Compilation
Converting code to machine code before execution to reduce startup latency
Website pending - 3236
Transformer Architecture
Mainstream deep learning sequence modeling structure based on self-attention mechanisms.
Website pending - 3237
Visible Watermark
Technology that overlays visible identifiers on images or videos
Website pending - 3238
GUI Agent
AI agents capable of autonomously recognizing and operating graphical user interfaces
Website pending - 3239
Retrieval Evaluation
The process of measuring performance metrics like recall and precision in information retrieval systems
Website pending - 3240
Data Construction
The process of preparing, cleaning, and formatting datasets for model training
Website pending