What Does helen88 Mean?
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These hostnames or IPs stand for equipment available by means of passwordless SSH along with the slots specify the number of GPUs out there on that machine.
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When using the dispersed optimizer, You may use the next tool to repartition the distributed optimizer If your parallel techniques is improved in the coaching.
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It is very simple to do the heterogeneous schooling on chips of various generations With all the identical architecture or appropriate architectures.
Insert custom made optimizations and integrate techniques from other exceptional open up-supply jobs like DeepSpeed and vLLM and many others.
In addition it assists builders in promptly setting up a basic but total pipeline for LLM, including instruction, high-quality-tuning, inference and serving. It's various attributes as follows:
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Offer the schooling schemes with the Aquila designs variety BAAI which might certain schooling convergence
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Prior to performing the heterogenous schooling, you must prolong the hostfile by incorporating the device kinds. You will be totally free to select the identifier strings for these system sorts, but remember to make certain they are not duplicated.
HOSTFILE: the hostfile on the nodes for the current training, which is made of a summary of helen88 hostnames and slot counts. By way of example: