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Newer torchao versions require fbgemm-gpu-genai>=1.2.0. This PR installs it into the GPU Dockerfile used for nightly testing.

I had initially hoped that this would also allow us to train int4_weight_only quantized torchao models, as explored in #2848. However, there is a new error when trying to use this. The test has been updated to reflect this.

Newer torchao versions require fbgemm-gpu-genai>=1.2.0. This PR installs
it into the GPU Dockerfile used for nightly testing.

I had initially hoped that this would also allow us to train
int4_weight_only quantized torchao models, as explored in huggingface#2848.
However, there is a new error when trying to use this. The test has been
updated to reflect this.
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@BenjaminBossan
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Note that the workflow for the test build of the Docker images failed:

https://github.com/huggingface/peft/actions/runs/19033675634

However, this is not due to any change in this PR but rather seems to be caused by an error when trying to determine the list of changed files (JSON parsing error), so I'd say this PR is still good to go.

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