| # Zero Bubble Pipeline Parallelism | |
| Zero Bubble Pipeline Parallelism is a novel pipeline parallelism algorithm able to reduce the bubble of pipeline parallelism to almost zero while preserving synchronous semantics. | |
| Our paper is coming soon. | |
| Try out our implementation based on Megatron on [https://github.com/sail-sg/zero-bubble-pipeline-parallelism](https://github.com/sail-sg/zero-bubble-pipeline-parallelism) | |
| Experiments shows zero bubble pipeline parallelism can accelerate training up to 30% with a similar memory comsumption. A detailed table of experiments is coming soon. |