support hf_quantizer in cache warmup.
#12043
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What does this PR do?
Takes the warmup function close to https://github.com/huggingface/transformers/blob/d3b8627b56caa7ca8fac113c9f28d0256db0194d/src/transformers/modeling_utils.py#L5969
I have gone ahead and also run a snippet from #11904 (comment) and noticed similar timings. So, running the snippet
mainand this PR branch should yield similar results (not identical because we cannot control it but the difference should be negligible).