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These hostnames or IPs represent devices obtainable through passwordless SSH as well as slots specify the volume of GPUs available on that machine.

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Be aware that the above configuration is for changing Aquila-34B and also you might require to alter the design configurations which include num_layers andhidden_size as wanted.

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It's quite simple to carry out the heterogeneous training on chips of different generations with the same architecture or compatible architectures.

The rationale why we commence from Megatron-LM is usually that it might reach an incredibly significant-degree useful resource utilization by combining essentially the most comprehensive dispersed schooling and accelerating techniques, specifically for teaching LLMs outside of 10-billions of parameters.

For now, FlagScale remains to be in its early helen88 stage and We are going to operate Together with the Group collectively to aid distinctive LLMs on numerous hardware architectures.

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Offer the education strategies on the Aquila products form BAAI which could assured coaching convergence

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It isn't really discontinued its been reformulated and repackaged and it is now salon unique Simply click to extend...

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HOSTFILE: the hostfile of your nodes for The present education, which is made of a listing of hostnames and slot counts. Such as: