The post discusses efficient fine-tuning techniques for generative AI models, including LoRA, ZeRO, and quantization. It highlights how Domino helps address cost challenges and provides reference projects for Falcon-7b, Falcon-40b, and GPTJ-6b models.
Table of contents
Using resource-optimized techniques, Domino demonstrates fine-tuning Falcon-7b, Falcon-40b, and GPTJ-6b.Unpacking the Tools: LoRA, ZeRO, and QuantizationRealizing the Generative AI Workflow in DominoExploring the Reference ProjectsThe Future of Fine-tuningSort: