The advancement of training techniques has transformed the landscape of large language models, enhancing their performance and efficiency. By harnessing powerful GPU clustering capabilities, the training process has been accelerated, resulting in reduced training time and improved model quality. These advancements have greatly benefited models like Ghostwriter, pushing the boundaries of what is possible in natural language processing.

Training models on MosaicML

• GPUs from multiple cloud providers

• Well-tuned LLM training configurations

  • Learning rate, batch size, etc

• Managed infrastructure

• CLI for kicking off training runs