AI course essential [Calculate] Communication and compute overhead The embedding layer (before Attention layer) expands each token to a 1D vector of size hidden_dim. The common sizes of hidden dimension are 1024 to 8096.
AI course essential [Calculate] LLM memory calculations LLM is memory intensive. This limits the LLM that can run on given GPUs. Calculating maximum context length supported in a given hardware + model
AI course essential Global AI Race The country that will control AGI will control the future of humanity.