Incredibly Fast BLOOM Inference with DeepSpeed and Accelerate
Jul 29, 2026
Summary
This post details the technology behind BLOOM's training, including the distributed training infrastructure, hardware, and software stack required for such a massive model. It introduces optimizations using DeepSpeed and Accelerate to achieve incredibly fast inference for the BLOOM model, building upon existing efforts in large language model development and optimization.