Ring Attention and Context Parallelism: How Long-Context LLMs Are Trained Across GPUs (2026)
Ring Attention and Context Parallelism: How Long-Context LLMs Are Trained Across GPUs A single GPU cannot hold the activations of a one-million-token sequence, no matter how clever your kernel is.…