Tag: training
4 entries with this tag.
Foundations5 min read
Machine Learning (ML)
A field of AI where systems learn patterns from data to make predictions or decisions without being explicitly programmed for every rule.
modelstrainingdata
Models4 min read
Fine-Tuning (PEFT, LoRA)
The process of taking a pre-trained model and training it further on a smaller, specialized dataset to adapt it to specific tasks or domains.
trainingoptimizationcustomization
Models6 min read
Foundation Models
Large AI models trained on broad, general datasets at massive scale, designed to be adapted for a wide range of downstream tasks.
foundation-modeltrainingcapabilities
Practices6 min read
Reinforcement Learning from Human Feedback (RLHF)
A training technique that uses human preference ratings to fine-tune AI models to produce more helpful, accurate, and safe responses.
trainingalignmentgovernance