ValueError: n_components=128 must be between 0 and min(n_samples, n_features)=32 with svd_solver='full'

hi, when i start the training cell i get this error very quickly without any training happening. how do i solve this? thanks.

File "/content/miniconda/lib/python3.9/site-packages/sklearn/decomposition/_pca.py", line 475, in _fit_full
raise ValueError(
ValueError: n_components=128 must be between 0 and min(n_samples, n_features)=32 with svd_solver='full'

hmm i think it had to do with my training dataset being to small