AI Factory Glossary

codec models,audio

Neural audio codecs that compress audio into discrete tokens for generation.

codeformer, computer vision

Robust face restoration.

codegeex,tsinghua,multilingual

CodeGeeX is Tsinghua multilingual code model. Many programming languages.

codeium,completion,free

Codeium provides free AI code completion. IDE plugins.

codellama,code ai

Meta's specialized code generation model.

codellama,meta,coding

CodeLlama is Meta coding model. Various sizes. Instruct and Python variants.

codex,openai,code

Codex is OpenAI code model (now deprecated). Powered Copilot v1.

coefficient of thermal expansion of emc, cte, packaging

Thermal expansion matching.

coefficient of thermal expansion, cte, material science

Material expansion with temperature.

coffin-manson relationship, reliability

Model thermal fatigue life.

coffin-manson, business & standards

Coffin-Manson equation models fatigue life versus cyclic strain for thermal cycling.

cog,container,predict

Cog packages models in containers. Replicate uses Cog.

cogeneration, environmental & sustainability

Cogeneration produces electricity and useful heat simultaneously improving overall energy efficiency.

cogs, cogs, evaluation

Semantic parsing generalization.

cohen's kappa,evaluation

Statistic for agreement correcting for chance.

cohere embed,multilingual,search

Cohere embeddings are multilingual. Good for search.

coherence modeling,nlp

Ensure text flows logically.

coherence, evaluation

Coherence evaluates logical flow and topical unity in generated text.

coincidence site lattice, csl, defects

Special grain boundary structure.

colab,google,notebook

Google Colab provides free notebooks. GPU access. Jupyter-based.

colbert, rag

Efficient fine-grained matching.

colbert, rag

ColBERT uses late interaction between query and document token representations.

colbert,rag

Late interaction model for efficient neural retrieval.

cold solder joint, quality

Weak crystalline structure.

cold spare, production

Backup requiring setup.

cold start problem,recommender systems

Recommend for new users/items.

collaboration,cross functional

AI projects need cross-functional collaboration: engineers, designers, domain experts, legal. Break silos.

collaborative filtering,recommender systems

Recommend based on similar users.

collaborative planning, supply chain & logistics

Collaborative planning shares forecasts and schedules with suppliers improving supply chain coordination.

collapse prevention, self-supervised learning

Avoid trivial solutions in self-supervised.

collective,allreduce,nccl

NCCL (NVIDIA Collective Communications Library) optimizes GPU-to-GPU communication. AllReduce aggregates gradients.

collimation,pvd

Use physical collimator to make sputtered flux more directional.

color coding, manufacturing operations

Color coding uses colors to categorize items locations or status improving recognition.

colorization as pretext, self-supervised learning

Predict colors from grayscale as pretext task.

colorization pretext, self-supervised learning

Predict colors from grayscale.

colossal-ai, distributed training

Efficient large model training system.

coma, coma, reinforcement learning advanced

Counterfactual Multi-Agent policy gradient uses centralized critic with counterfactual baselines to address multi-agent credit assignment.

comb structure,metrology

Interdigitated pattern for leakage testing.

comb-serpentine, yield enhancement

Comb-serpentine structures test shorts between adjacent fine-pitch lines using interdigitated patterns.

combined stress testing, reliability

Multiple stresses simultaneously.

combined uncertainty, metrology

Total uncertainty from all sources.

comet, comet, evaluation

Neural translation metric.

comet,experiment,reproduce

Comet ML tracks experiments for reproducibility. Code versioning. Compare experiments.

comet.ml, mlops

ML experiment tracking platform.

comments as deodorant, code ai

Comments hiding bad code.

commit message generation, code ai

Generate git commit messages.

commnet, reinforcement learning advanced

Communication Networks enable multi-agent cooperation through continuous vector communication channels averaged across agents.

common cause variation,spc

Random inherent process variation.

common subexpression elimination, optimization

Avoid redundant computation.

common subexpression, model optimization

Common subexpression elimination reuses results of identical computations appearing multiple times.