Archives for pipeline parallelism
PaLM is not only trained with the much-publicised Pathway system from Google (introduced last year), but it also avoids using pipeline parallelism, a strategy used traditionally for large language models.
Orchest is a tool that can be utilized for building machine learning pipelines. Using this library we can build pipelines in a visualized manner using the Orchest provided user interface. One of the best things about this tool is it doesn't require any third-party integration or DAGs.
22
Apr
Behind NVIDIA’s Megatron
The team performed training iterations on models with a trillion parameters at 502 petaFLOP/s on 3072 GPUs by combining three techniques.
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