[WIP] porting sq to autoround #761
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Signed-off-by: n1ck-guo <[email protected]>
Signed-off-by: n1ck-guo <[email protected]>
Signed-off-by: n1ck-guo <[email protected]>
for more information, see https://pre-commit.ci
wenhuach21
reviewed
Aug 25, 2025
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| sq = SmoothQuant(model, dataloader, device=model.device, group_size=-1) | ||
| model = sq.transform_model( | ||
| alpha=0.5, | ||
| # alpha="auto", |
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when using auto alpha, layer_config and all the quantization config like data type must know
wenhuach21
reviewed
Aug 25, 2025
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| import torch | ||
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| from auto_round.data_type.utils import reshape_pad_tensor_by_group_size |
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move to auto-round/alg_ext?
wenhuach21
reviewed
Aug 25, 2025
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| return save_input_hook | ||
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| @torch.no_grad() |
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prioritize to use torch.inference_mode first, if there are any issues, fallback to no_grad
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