lucidrains/vit-pytorch

Pattern Findings

58 matches across 3 categories. Click a row to expand file-level details.

Unused Imports50 hits · 50 pts

Severity	File	Line
LOW	train_vit_decorr.py	9
LOW	vit_pytorch/max_vit.py	1
LOW	vit_pytorch/max_vit.py	6
LOW	vit_pytorch/cross_vit.py	3
LOW	vit_pytorch/vit_nd.py	1
LOW	vit_pytorch/vit_with_keel_post_ln.py	1
LOW	vit_pytorch/look_vit.py	6
LOW	vit_pytorch/nest.py	1
LOW	vit_pytorch/vit_nd_pope.py	1
LOW	vit_pytorch/na_vit_nested_tensor_3d.py	1
LOW	vit_pytorch/crossformer.py	5
LOW	vit_pytorch/deepvit.py	3
LOW	vit_pytorch/efficient.py	3
LOW	vit_pytorch/vat.py	1
LOW	vit_pytorch/cvt.py	3
LOW	vit_pytorch/cvt.py	5
LOW	vit_pytorch/twins_svt.py	3
LOW	vit_pytorch/twins_svt.py	5
LOW	vit_pytorch/normalized_vit.py	7
LOW	vit_pytorch/recorder.py	1
LOW	vit_pytorch/levit.py	5
LOW	vit_pytorch/levit.py	7
LOW	vit_pytorch/vit_for_small_dataset.py	1
LOW	vit_pytorch/accept_video_wrapper.py	1
LOW	vit_pytorch/accept_video_wrapper.py	12
LOW	vit_pytorch/__init__.py	1
LOW	vit_pytorch/__init__.py	2
LOW	vit_pytorch/__init__.py	4
LOW	vit_pytorch/__init__.py	5
LOW	vit_pytorch/na_vit_nested_tensor.py	1
LOW	vit_pytorch/extractor.py	1
LOW	vit_pytorch/scalable_vit.py	5
LOW	vit_pytorch/scalable_vit.py	6
LOW	vit_pytorch/local_vit.py	4
LOW	vit_pytorch/vivit.py	1
LOW	vit_pytorch/distill.py	10
LOW	vit_pytorch/vat_siglip.py	1
LOW	vit_pytorch/vit_with_patch_merger.py	4
LOW	vit_pytorch/vaat.py	3
LOW	vit_pytorch/na_vit.py	1
LOW	vit_pytorch/vit_detpool.py	1
LOW	vit_pytorch/dino.py	7
LOW	vit_pytorch/pit.py	5
LOW	vit_pytorch/rvt.py	1
LOW	vit_pytorch/cait.py	4
LOW	vit_pytorch/vit_nd_rotary.py	1
LOW	vit_pytorch/max_vit_with_registers.py	1
LOW	vit_pytorch/simple_vit_with_specialized_cls.py	1
LOW	vit_pytorch/vit_with_decorr.py	6
LOW	vit_pytorch/simple_vit_attn_residual.py	3

Hyper-Verbose Identifiers5 hits · 5 pts

Severity	File	Line	Snippet
LOW	vit_pytorch/cvt.py	18	def group_by_key_prefix_and_remove_prefix(prefix, d):
LOW	vit_pytorch/twins_svt.py	18	def group_by_key_prefix_and_remove_prefix(prefix, d):
LOW	vit_pytorch/learnable_memory_vit.py	18	def set_module_requires_grad_(module, requires_grad):
LOW	vit_pytorch/mpp.py	18	def get_mask_subset_with_prob(patched_input, prob):
LOW	vit_pytorch/na_vit.py	38	def group_images_by_max_seq_len(

AI Slop Vocabulary3 hits · 4 pts

Severity	File	Line	Snippet
LOW	vit_pytorch/vat.py	278	add_self_attn = True, # in the paper, they didn't have any ways for the action token to exchange information wi
LOW	vit_pytorch/vaat.py	441	add_self_attn = True, # in the paper, they didn't have any ways for the action token to exchange information wi
LOW	vit_pytorch/vit_with_decorr.py	2	# but instead of their decorr module updated with SGD, remove all projections and just return a decorrelation auxiliary