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CoinCheung avatar CoinCheung commented on June 15, 2024

Hi, thanks for paying attention to this !!

This repo is currently designed for full parameter finetuning, but lora freezes most of the parameters. Since they contradict with each other, currently this repo does not support lora.

This repo bases on pipeline method, which allows you to train your model with DP + PP (megatronLM is DP + PP + TP, the so-called 3D layout). This is faster and requires less memory than zero-based methods when there is not so many gpus (100+). You can train a 7b or 13b model on a server with 8 gpus (24G), which I believe many companies can afford to.

from gdgpt.

ReverseSystem001 avatar ReverseSystem001 commented on June 15, 2024

from gdgpt.

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