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When using the distributed optimizer, You can utilize the following Software to repartition the dispersed optimizer When the parallel techniques is adjusted in the course of the schooling.

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It is actually very simple to carry out the heterogeneous training on chips of different generations Along with the similar architecture or compatible architectures.

Add customized optimizations and integrate methods from other fantastic open up-resource tasks like DeepSpeed and vLLM etc.

In addition it assists builders in swiftly setting up a primary still full pipeline for LLM, together with education, fantastic-tuning, inference and serving. It has numerous capabilities as follows:

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Provide the schooling techniques of the Aquila types variety BAAI which could assured education convergence

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HOSTFILE: the hostfile of your nodes for The present teaching, which is helen88 made of an index of hostnames and slot counts. For instance: