Text Generation Inference
Definition
Text Generation Inference (TGI) is a dedicated software framework designed to serve large …
Deployment
Pruning
Definition
Pruning involves identifying and eliminating neurons, connections, or filters in a neural …
Openvino
Definition
Developed by Intel, OpenVINO (Open Visual Inference and Neural network Optimization) …
Model Compression
Definition
This category includes methods like pruning, quantization, and knowledge distillation …
Microservices
Definition
In the context of AI engineering, microservices allow different components of an AI …
MLOps
Definition
MLOps enables organizations to deploy and maintain machine learning models in production …
Local Llm
Definition
Running a Local LLM involves deploying open-weight models directly on consumer-grade …
Last mile
Definition
The ’last mile’ problem refers to the challenges encountered when deploying …
Guardrails
Definition
Guardrails refer to a set of software controls and policy enforcement layers integrated …
Gpt Oss
Definition
GPT OSS typically denotes open-source alternatives or derivatives of proprietary …
Edge inference
Definition
This practice involves deploying trained AI models directly onto hardware such as …
Edge Computing
Definition
Edge computing addresses the latency and bandwidth limitations of cloud-centric …
Diffusion Single File
Definition
Diffusion Single File refers to a packaging strategy for machine learning models, …
Algorithmic inference
Definition
Also known as prediction or scoring, inference occurs after the model training phase. The …
Quantization
Definition
Quantization converts high-precision floating-point numbers (like FP32) into …
Testing
Definition
Testing in AI engineering involves rigorously assessing models against diverse datasets …
Docker
Definition
Docker enables developers to package an application with all its dependencies into a …
real-time
Definition
In artificial intelligence, real-time denotes the capability of a system to process …
low-cost
Definition
Low-cost AI focuses on efficiency, aiming to reduce the barriers to entry and operational …
Vehicle
Definition
While traditionally meaning transport, in AI terminology, ‘vehicle’ can …
Cloud
Definition
Cloud computing provides scalable infrastructure for AI workloads, allowing developers to …
Inference
Definition
Inference refers to the deployment stage where a finalized model is used to make …