Comments (2)
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.
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Related Issues (7)
- ninja -v指令出错导致transformer_inference.so文件缺失 HOT 4
- 看了您的碎碎念
- Any plan to incorporate tensor parallelism or zero data parallelism? HOT 2
- Is there any plan to support chatglm2 or yi HOT 2
- It was found that the deepspeed folder exists. Has the deepspeed source code been modified in this project? HOT 3
- Multi-node model training HOT 3
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