AI Factory Glossary

hybrid inversion, generative models

Combine encoder and optimization.

hybrid inversion, multimodal ai

Hybrid inversion combines encoder initialization with optimization refinement.

hybrid memory cube, hmc, advanced packaging

Stacked DRAM with logic die.

hybrid metrology, hm, metrology

Combine multiple metrology techniques for better accuracy.

hybrid metrology, metrology

Combine multiple measurement techniques.

hybrid recommendation, recommendation systems

Hybrid recommendation systems combine multiple filtering approaches like collaborative and content-based to overcome individual limitations.

hybrid recommendation,recommender systems

Combine multiple recommendation methods.

hybrid retrieval, rag

Combine dense and sparse.

hybrid retrieval, rag

Hybrid retrieval combines dense and sparse methods for improved performance.

hybrid search, rag

Hybrid search combines keyword and semantic retrieval for robust performance.

hybrid search,bm25,sparse dense

Hybrid search combines sparse (BM25/keyword) and dense (embedding) retrieval. Often better than either alone.

hybrid search,rag

Combine dense (semantic) and sparse (keyword) retrieval for better results.

hybrid search,sparse dense,fusion

Hybrid search combines keyword and semantic. BM25 + dense vectors. Better coverage.

hybrid systems,systems

Combine continuous and discrete dynamics.

hyde (hypothetical document embeddings),hyde,hypothetical document embeddings,rag

Generate a hypothetical answer then search for documents similar to it.

hyde, rag

Hypothetical Document Embeddings generate expected answers then retrieve similar documents.

hyde,hypothetical document

HyDE: generate hypothetical answer first, embed that, retrieve similar docs. Can improve retrieval for complex queries.

hydra, mlops

Framework for configuration management.

hydrodynamic model, simulation

Include carrier temperature and momentum.

hydrogen implantation for layer transfer, substrate

Create damage plane for splitting.

hydrogen termination,process

Passivate silicon surface with hydrogen atoms.

hyena hierarchy, llm architecture

Hyena uses long convolutions with implicit parameterization for efficient long-range modeling.

hyena,llm architecture

Subquadratic alternative to attention using convolutions.

hyperband nas, neural architecture search

Hyperband allocates resources adaptively across architectures using successive halving for efficient search.

hypernetworks for diffusion, generative models

Additional network to modulate weights.

hypernetworks,neural architecture

Networks that generate weights for other networks.

hyperopt,bayesian,tune

Hyperopt uses Bayesian optimization. TPE algorithm.

hyperparameter tracking, mlops

Log all hyperparameters.

hyperparameter tuning,model training

Search for best hyperparameters (learning rate batch size layers).

hyperparameter,tuning,sweep

Hyperparameters: learning rate, batch size, layers, etc. Tuning finds best values. Use grid search, random search, or Bayesian optimization.

hyperparameter,tuning,sweep

Hyperparameter tuning finds optimal LR, batch size, etc. Grid search, random search, or Bayesian optimization.

hyperspectral cl, metrology

Spatially-resolved luminescence spectroscopy.

hypothesis test, quality & reliability

Hypothesis tests assess whether data provides evidence against null hypotheses.

hypothetical document embeddings, rag

Generate hypothetical answer and retrieve similar.

hypothetical scenarios, ai safety

Frame harmful queries as hypothetical.