Best practices for building LLMs

admin2024-06-26T20:45:00+00:00

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 involves...