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When using the distributed optimizer, You need to use the next tool to repartition the dispersed optimizer In case the parallel schemes is altered in the instruction.
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It is actually very simple to do the heterogeneous training on chips of various generations Along with the very same architecture or suitable architectures.
The reason why we get started from Megatron-LM is that it may possibly obtain an extremely significant-stage resource utilization by combining the most complete dispersed helen88 instruction and accelerating methods, specifically for coaching LLMs further than 10-billions of parameters.
For now, FlagScale remains in its early stage and We're going to function Along with the community jointly to assist various LLMs on several hardware architectures.
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Supply the education schemes of your Aquila styles kind BAAI which might confirmed education convergence
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HOSTFILE: the hostfile of your nodes for the current training, which consists of an index of hostnames and slot counts. For instance: