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Note that the above mentioned configuration is for changing Aquila-34B so you might have to change the model configurations for example num_layers andhidden_size as essential.
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It really is very simple to complete the heterogeneous teaching on chips of different generations Together with the very same architecture or appropriate architectures.
The rationale why we start off from Megatron-LM is always that it can accomplish an exceptionally substantial-degree useful resource utilization by combining by far the most comprehensive distributed training and accelerating techniques, especially for education LLMs beyond 10-billions of parameters.
Additionally, it helps developers in speedily setting up a fundamental however total pipeline for LLM, which includes training, fine-tuning, inference and serving. It has many options as follows:
That can help assist the investigation, you are able to pull the corresponding mistake log out of your World wide web server and post it our assist crew. Remember to contain the Ray ID (that is at the bottom of this mistake webpage). Additional troubleshooting assets.
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That will help assistance the investigation, you could pull the corresponding mistake log from a Internet server and submit it our help team. Be sure to contain the Ray ID (that's at the bottom of this mistake website page). More troubleshooting resources.
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Before doing the heterogenous training, you'll want to prolong the hostfile by introducing the unit forms. You might be free to pick the identifier strings for these machine types, but please make sure they are not duplicated.
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