Can I fine tune GPT-Neo-XT-Chat-Base-20B with 8 A100? about openchatkit HOT 10 OPEN

Similar question, what is the minimum VRAM requirement to finetune the model? How about 4*4090?

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Similar question, how to infer the model on 4x V100?

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I would really like to know this too, it should probably be in the readme. I have 1 3090 to stand this up with before I can ask for more resources. If its really big, I might try to scale the model down and submit a request for a mini model to do sanity checks on local systems and such.

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Similar question, what is the minimum requirement to finetune the model if I want to add my own docs?

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We train this model on 8x A100 80GB GPUs. I'll update the README.

I... submit a request for a mini model to do sanity checks on local systems and such

This is a great idea! Will keep this issue open to track adding such a model.

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Can I train it on a single or fewer A100 80GB GPUs? Maybe it takes more time or it cannot run?

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Can I finetune the model on 8X V100 32GB GPUS with a smaller batch size?

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Can I train it on a single or fewer A100 80GB GPUs? Maybe it takes more time or it cannot run?

up

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We train this model on 8x A100 80GB GPUs. I'll update the README.

I... submit a request for a mini model to do sanity checks on local systems and such

This is a great idea! Will keep this issue open to track adding such a model.

how long it takes to train on 8*A100?

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About an hour per 100 steps. Usually, we fine-tune for a couple days.

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