Llm, Transformers, Fine Tuning, Gpu, Scaling Law.
GPT4. When calculating FLOPs for large language models, it is important to consider all the operations involved in the training process, including those related to embedding matrices. Here’s a breakdown of the FLOPs computation for the forward pass of a transformer model: # reference: