Maximilian Pichler MaximilianPi
airalcorn2
/ hook_transformer_attn.py
Last active
July 15, 2024 19:38
A simple script for extracting the attention weights from a PyTorch Transformer.
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| # Inspired by: https://towardsdatascience.com/the-one-pytorch-trick-which-you-should-know-2d5e9c1da2ca. | |
| # Monkey patching idea suggested by @kklemon here: | |
| # https://gist.github.com/airalcorn2/50ec06517ce96ecc143503e21fa6cb91?permalink_comment_id=4407423#gistcomment-4407423. | |
| import torch | |
| from torch import nn | |
| def patch_attention(m): |