Best practices for building LLMs
Build a Large Language Model From Scratch You can get an overview of different LLMs at the Hugging Face Open LLM leaderboard. There is a standard process followed by the researchers while building LLMs. Most of the researchers start with an existing Large Language Model architecture like GPT-3 along with the actual hyperparameters of the model. And then tweak the model architecture / hyperparameters / dataset to come up with a new LLM. During the pretraining phase, the next step...