Short CourseFinetuning Large Language ModelsDiscover when to use finetuning vs prompting for LLMs. Select suitable open-source models, prepare data, and train & evaluate for your specific domain.Deep LearningFine-TuningTransformersLamini
Short CourseReinforcement Learning From Human FeedbackGet an introduction to tuning and evaluating LLMs using Reinforcement Learning from Human Feedback (RLHF) and fine-tune the Llama 2 model.Fine-TuningGenerative ModelsLLMOpsTransformersGoogle Cloud
Short CourseEfficiently Serving LLMsUnderstand how LLMs predict the next token and how techniques like KV caching can speed up text generation. Write code to serve LLM applications efficiently to multiple users.Fine-TuningGenerative ModelsLLMOpsLLM ServingTransformersPredibase
Short CoursePretraining LLMsLearn the essential steps to pretrain a large language model from scratch.Deep LearningEvaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsMachine LearningMathematical FoundationsTransformersUpstage
Short CourseReinforcement Fine-Tuning LLMs With GRPOImprove LLM reasoning with reinforcement fine-tuning and reward functions.Evaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsLLM ServingMachine LearningPrompt EngineeringSupervised LearningTransformersPredibase
