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When using the dispersed optimizer, You may use the subsequent Instrument to repartition the dispersed optimizer In the event the parallel techniques is transformed through the education.
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Make sure you set the next variables before working the command as these used in the model body weight conversion:
The reason why we start from Megatron-LM is the fact it could possibly attain a really significant-degree source utilization by combining one of the most thorough distributed schooling and accelerating tactics, especially for instruction LLMs over and above ten-billions of parameters.
For now, FlagScale remains in its early helen88 phase and We'll work With all the Neighborhood jointly to aid distinctive LLMs on many hardware architectures.
To aid support the investigation, you are able to pull the corresponding error log from a Internet server and submit it our assist staff. Remember to include the Ray ID (which can be at The underside of the mistake page). Added troubleshooting means.
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Give the training techniques with the Aquila products type BAAI which may certain training convergence
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