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Improving Accuracy of LLM Applications
Short Course

Improving Accuracy of LLM Applications

Systematically improve the accuracy of LLM applications with evaluation, prompting, and memory tuning.

AI FrameworksAgentsEvaluation and MonitoringFine-TuningMachine LearningPrompt Engineering
  • Lamini
  • Meta
Lamini, Meta
Reinforcement Fine-Tuning LLMs With GRPO
Short Course

Reinforcement Fine-Tuning LLMs With GRPO

Improve LLM reasoning with reinforcement fine-tuning and reward functions.

Evaluation and MonitoringFine-TuningGenAI ApplicationsLLMOpsLLM ServingMachine LearningPrompt EngineeringSupervised LearningTransformers
  • Predibase
Predibase
Post-training of LLMs
Short Course

Post-training of LLMs

Adapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.

Evaluation and MonitoringFine-TuningGenerative ModelsLLMOpsMachine LearningNLPPrompt EngineeringSupervised LearningTransformers
  • University of Washington
  • NexusFlow
University of Washington, NexusFlow