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AI Factory Glossary

9,967 technical terms and definitions

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tool warm-up, production

Stabilization period after maintenance.

tool-augmented llms,ai agent

Equip models with calculators search APIs code execution.

tool-induced variation, manufacturing

Variation from equipment.

tool-to-tool matching,production

Consistency across different tools.

tool-to-tool variation, manufacturing operations

Tool-to-tool variation measures performance differences between nominally identical equipment.

toolbench, ai agents

ToolBench evaluates agent ability to use diverse APIs and tools effectively.

toolbench, evaluation

Benchmark for tool use.

toolformer,ai agent

Model trained to decide when and how to use tools.

toolformer,tool,meta

Toolformer learns to use tools. Self-supervised tool learning. Meta research.

top k sampling,truncate,random

Top-k sampling limits to k highest probability tokens, then samples. Fixed vocabulary cutoff.

top mark, packaging

Markings on package top.

top-2 expert routing, moe

Route to two best experts.

top-down sem,metrology

SEM imaging from above to measure CD and patterns.

top-k expert selection,moe

Route each token to k best experts.

top-k gradient sparsification, optimization

Send only k largest gradients.

top-k retrieval, rag

Return K most relevant documents.

top-k routing, llm architecture

Top-k routing selects k highest-scoring experts for each token.

top-k sampling, text generation

Sample from K most likely tokens.

top-k sampling,inference

Sample only from the k most probable next tokens.

top-p sampling (nucleus),top-p sampling,nucleus,inference

Sample from smallest set of tokens whose cumulative probability exceeds p.

top-p sampling, text generation

Sample from smallest set with cumulative prob P.

topic restriction,scope,boundary

Topic restrictions keep model on-task. Refuse off-topic queries politely. Focus assistant.

topk pooling, graph neural networks

Top-K pooling selects a fixed number of highest-scoring nodes based on learned projection vectors for hierarchical graph representation.

topk pooling, graph neural networks

Select top-k nodes by importance.

topological qubits, quantum ai

Qubits protected by topology.

topology optimization,engineering

Find optimal material distribution.

topology-aware training, distributed training

Consider network structure.

torch compile,inductor,dynamic

torch.compile uses Inductor to JIT-compile models. Automatic optimizations. 2x speedup on many workloads.

torchscript, infrastructure

PyTorch's JIT compiler.

torchscript, model optimization

TorchScript creates serializable and optimizable representations of PyTorch models.

torchscript,jit,trace

TorchScript compiles PyTorch to graph. Trace or script. Enables deployment without Python.

torchserve,pytorch,serving

TorchServe serves PyTorch models. Production deployment.

total cost ownership, supply chain & logistics

Total cost of ownership includes purchase price plus logistics inventory quality and risk costs.

total jitter, signal & power integrity

Total jitter combines random and deterministic components at specified bit error rate.

total productive maintenance, tpm, production

Holistic maintenance approach.

total reflection x-ray fluorescence, txrf, metrology

Surface metal contamination.

total thickness variation, ttv, metrology

Maximum thickness difference on wafer.

touchdown detection, advanced test & probe

Touchdown detection senses when probe tips contact wafer surface through sudden resistance or capacitance change.

toxic exhaust,facility

Separate exhaust for toxic or flammable gases.

toxicity bias, evaluation

Toxicity bias occurs when models generate more toxic content for certain groups.

toxicity classifier,ai safety

Model trained to detect harmful language.

toxicity detection models, ai safety

Identify toxic content.

toxicity detection, ai safety

Toxicity detection identifies offensive abusive or hateful language in text.

toxicity detection,ai safety

Classify text for hate speech offensive language or harmful content.

toxicity filtering, data quality

Remove harmful content.

toxicity prediction, healthcare ai

Predict toxic effects of compounds.

tpm, tpm, manufacturing operations

Total Productive Maintenance maximizes equipment effectiveness through operator involvement and proactive maintenance.

tpu (tensor processing unit),tpu,tensor processing unit,hardware

Google's custom ASIC for ML workloads.

tpu,google,tensor

TPUs are Google custom chips for ML. Available on GCP. Optimized for large batch training and inference.

trace analysis, optimization

Examine execution timeline.