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When using the distributed optimizer, You should use the subsequent Device to repartition the distributed optimizer if the parallel schemes is modified during the schooling.
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Remember to set the following variables before working the command as these Employed in the model fat conversion:
Include tailored optimizations and combine tactics from other outstanding open-source jobs like DeepSpeed and vLLM and many others.
In addition it helps developers in swiftly developing a essential however entire pipeline for LLM, including teaching, high-quality-tuning, inference and serving. It has several attributes as follows:
To assist assist the investigation, you'll be able to pull the corresponding mistake log from a Website server and submit it our aid workforce. Please include things like the Ray ID (that's at the bottom of the error site). Supplemental troubleshooting assets.
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Give the teaching strategies of your Aquila types sort BAAI which may confirmed schooling convergence
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In advance of accomplishing the heterogenous schooling, you'll want to lengthen the hostfile by including the product kinds. You're absolutely free to select the identifier strings for these system forms, but you should ensure they don't seem to be duplicated.
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