forgetting in language models, continual learning
Loss of earlier learned information.
126 technical terms and definitions
Loss of earlier learned information.
Format verification checks outputs conform to required patterns.
Forward planning reasons from current state toward goal exploring possible paths.
Forward scheduling starts from earliest possible time scheduling operations forward.
Distributed systems and practices for training large models.
Contract manufacturing.
Foundry model separates design and manufacturing where foundries fabricate chips for fabless companies.
Encode inputs with Fourier basis.
Neural operator using Fourier transforms.
Half-precision training.
Field-programmable gate arrays customized for ML.
Frame interpolation generates intermediate frames between existing frames.
Train robustness with negligible overhead.
Free cooling uses ambient conditions when cold enough eliminating mechanical chiller operation.
Compute binding free energy.
Vacancy-interstitial pair.
Frequency penalty decreases probability proportional to token occurrence count.
Frontier models represent state-of-the-art capabilities at largest scale.
Frontier models are most capable systems. Special safety considerations. Regulatory focus.
Frozen graphs convert variables to constants enabling optimization and preventing modification.
Use full gradient information for saliency.
LLM outputs structured function calls with parameters to invoke external tools.
Functional causal models represent causal relationships as structural equations with noise terms.
Progressively reduce sequence length.
Generate inputs for fuzzing.
Generate test inputs to find bugs.