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When utilizing the distributed optimizer, You should use the subsequent Software to repartition the distributed optimizer In the event the parallel schemes is changed through the coaching.
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Remember to set the next variables in advance of jogging the command as these Employed in the product weight conversion:
The reason why we start off from Megatron-LM is the fact that it could accomplish an exceptionally significant-level resource utilization by combining essentially the most detailed distributed teaching and accelerating strategies, specifically for training LLMs past 10-billions of parameters.
Additionally, it helps builders in swiftly setting up a fundamental nevertheless entire pipeline for LLM, which include teaching, great-tuning, inference and serving. It's got quite a few capabilities as follows:
To assist assistance the investigation, you could pull the corresponding mistake log out of your web server and submit it our aid crew. Please contain the Ray ID (which is at the bottom of this mistake page). Further troubleshooting resources.
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In advance of doing the heterogenous training, you should extend the hostfile by including the machine varieties. You might be free to pick the identifier strings for these device types, but please make sure they don't seem to be duplicated.
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