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These hostnames or IPs depict machines available through passwordless SSH as well as the slots specify the amount of GPUs obtainable on that device.
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When utilizing the distributed optimizer, You can utilize the following tool to repartition the distributed optimizer In case the parallel strategies is modified during the teaching.
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Please set the next variables just before functioning the command as these Employed in the design weight conversion:
The reason why we start out from Megatron-LM is the fact that it might realize an extremely large-amount resource utilization by combining essentially the most detailed distributed schooling and accelerating methods, specifically for training LLMs over and above ten-billions of parameters.
For now, FlagScale remains to be in its early stage and We'll function While using the community collectively to aid different LLMs on various hardware architectures.
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That can help assist the investigation, you may pull the corresponding mistake log from your World-wide-web server and post it our help staff. Make sure you involve the Ray ID (and that is at the bottom of the error web page). Further troubleshooting sources.
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HOSTFILE: the hostfile from the nodes for the current training, which includes an index of hostnames and helen88 slot counts. For example: