| transformer_lens/ActivationCache.py |
ActivationCache.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.remove_batch_dim |
7 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.__repr__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.__getitem__ |
8 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.__len__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.to |
6 |
5 |
0 |
6 |
0 |
8% |
| transformer_lens/ActivationCache.py |
ActivationCache.toggle_autodiff |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.keys |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.values |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.items |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.__iter__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.apply_slice_to_batch_dim |
7 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.accumulated_resid |
24 |
0 |
0 |
16 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.logit_attrs |
20 |
0 |
0 |
16 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.decompose_resid |
34 |
0 |
0 |
24 |
2 |
97% |
| transformer_lens/ActivationCache.py |
ActivationCache.compute_head_results |
7 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.stack_head_results |
29 |
0 |
0 |
20 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.stack_activation |
6 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/ActivationCache.py |
ActivationCache.get_neuron_results |
12 |
0 |
0 |
8 |
2 |
90% |
| transformer_lens/ActivationCache.py |
ActivationCache.stack_neuron_results |
30 |
1 |
0 |
22 |
1 |
96% |
| transformer_lens/ActivationCache.py |
ActivationCache.apply_ln_to_stack |
20 |
1 |
0 |
16 |
3 |
89% |
| transformer_lens/ActivationCache.py |
ActivationCache.get_full_resid_decomposition |
32 |
0 |
0 |
16 |
2 |
96% |
| transformer_lens/ActivationCache.py |
(no function) |
34 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.__init__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.__call__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.to_tokens |
11 |
0 |
0 |
4 |
1 |
93% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.forward |
18 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache |
10 |
0 |
0 |
4 |
1 |
93% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache.ForwardWrapper.__init__ |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache.ForwardWrapper.__enter__ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache.ForwardWrapper.__enter__.wrapped_forward |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/BertNextSentencePrediction.py |
BertNextSentencePrediction.run_with_cache.ForwardWrapper.__exit__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/BertNextSentencePrediction.py |
(no function) |
20 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__init__ |
10 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__matmul__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__matmul__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__matmul__ |
9 |
0 |
0 |
8 |
1 |
94% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__rmatmul__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__rmatmul__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__rmatmul__ |
9 |
1 |
0 |
8 |
1 |
76% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__mul__ |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__rmul__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.AB |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.BA |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.T |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.svd |
8 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.S |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.Vh |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.eigenvalues |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix._convert_to_slice |
6 |
0 |
0 |
4 |
1 |
90% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__getitem__ |
13 |
0 |
0 |
10 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.norm |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.__repr__ |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.make_even |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.get_corner |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.ndim |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.collapse_l |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.collapse_r |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.unsqueeze |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
FactoredMatrix.pair |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/FactoredMatrix.py |
(no function) |
49 |
0 |
0 |
28 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.__init__ |
30 |
3 |
0 |
18 |
3 |
88% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.to_tokens |
10 |
0 |
0 |
2 |
1 |
92% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.encoder_output |
11 |
3 |
0 |
6 |
1 |
65% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.forward |
20 |
3 |
0 |
10 |
2 |
77% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.run_with_cache |
5 |
0 |
0 |
2 |
1 |
86% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.to |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.cuda |
5 |
4 |
0 |
4 |
0 |
11% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.cpu |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.mps |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.from_pretrained |
13 |
1 |
0 |
4 |
2 |
82% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_E |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_pos |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_E_pos |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_K |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_Q |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_V |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_O |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_in |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.W_out |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_K |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_Q |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_V |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_O |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_in |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.b_out |
3 |
2 |
0 |
4 |
2 |
14% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.QK |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.OV |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoder.py |
HookedEncoder.all_head_labels |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoder.py |
(no function) |
77 |
0 |
0 |
48 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.__init__ |
30 |
10 |
0 |
22 |
8 |
62% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.to_tokens |
8 |
0 |
0 |
2 |
1 |
90% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.forward |
38 |
4 |
0 |
24 |
6 |
84% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.generate |
51 |
10 |
0 |
26 |
10 |
69% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.run_with_cache |
5 |
0 |
0 |
2 |
1 |
86% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.to |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.cuda |
5 |
4 |
0 |
4 |
0 |
11% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.cpu |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.mps |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.from_pretrained |
16 |
3 |
0 |
8 |
4 |
71% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_E |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_pos |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_K |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_Q |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_V |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_O |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_in |
7 |
6 |
0 |
4 |
0 |
9% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.W_out |
7 |
6 |
0 |
4 |
0 |
9% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_K |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_Q |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_V |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_O |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_in |
7 |
6 |
0 |
4 |
0 |
9% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.b_out |
7 |
6 |
0 |
4 |
0 |
9% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.QK |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.OV |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedEncoderDecoder.py |
HookedEncoderDecoder.all_head_labels |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedEncoderDecoder.py |
(no function) |
81 |
0 |
0 |
48 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.__init__ |
48 |
7 |
0 |
36 |
7 |
83% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.check_hooks_to_add |
8 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.get_pos_offset |
10 |
1 |
0 |
4 |
1 |
86% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.get_residual |
22 |
2 |
0 |
14 |
2 |
89% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.input_to_embed |
27 |
2 |
0 |
18 |
2 |
91% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.forward |
32 |
4 |
0 |
24 |
2 |
86% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.loss_fn |
3 |
1 |
0 |
2 |
1 |
60% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.run_with_cache |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.run_with_cache |
5 |
0 |
0 |
2 |
1 |
86% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_tokenizer |
16 |
1 |
0 |
10 |
1 |
92% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to_tokens |
11 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to_string |
8 |
0 |
0 |
6 |
1 |
93% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to_str_tokens |
23 |
2 |
0 |
18 |
2 |
90% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to_single_token |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to_single_str_token |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.get_token_position |
17 |
1 |
0 |
12 |
2 |
90% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.tokens_to_residual_directions |
13 |
3 |
0 |
8 |
3 |
71% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.to |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.cuda |
5 |
4 |
0 |
4 |
0 |
11% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.cpu |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.mps |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.move_model_modules_to_device |
10 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.from_pretrained |
44 |
16 |
0 |
24 |
6 |
65% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.from_pretrained_no_processing |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.init_weights |
14 |
11 |
0 |
14 |
2 |
18% |
| transformer_lens/HookedTransformer.py |
HookedTransformer._init_weights_gpt2 |
3 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer._init_weights_xavier |
7 |
7 |
0 |
8 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer._init_weights_kaiming |
7 |
7 |
0 |
8 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer._init_weights_muP |
13 |
13 |
0 |
12 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.load_and_process_state_dict |
31 |
5 |
0 |
28 |
5 |
83% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.fill_missing_keys |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.fold_layer_norm |
41 |
0 |
0 |
24 |
2 |
97% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.center_writing_weights |
10 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.center_unembed |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.fold_value_biases |
13 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.refactor_factored_attn_matrices |
25 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_use_attn_result |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_use_split_qkv_input |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_use_hook_mlp_in |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_use_attn_in |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.set_ungroup_grouped_query_attention |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.process_weights_ |
20 |
10 |
0 |
14 |
3 |
44% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.generate |
78 |
5 |
0 |
44 |
7 |
90% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_U |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_E |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_pos |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_E_pos |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_K |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_Q |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_V |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_O |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_in |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_gate |
3 |
2 |
0 |
4 |
0 |
14% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.W_out |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_K |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_Q |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_V |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_O |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_in |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.b_out |
1 |
0 |
0 |
2 |
2 |
33% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.QK |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.OV |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.accumulated_bias |
11 |
3 |
0 |
6 |
1 |
76% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.all_composition_scores |
12 |
11 |
0 |
6 |
0 |
6% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.all_head_labels |
1 |
1 |
0 |
2 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.load_sample_training_dataset |
5 |
5 |
0 |
2 |
0 |
0% |
| transformer_lens/HookedTransformer.py |
HookedTransformer.sample_datapoint |
8 |
7 |
0 |
4 |
0 |
8% |
| transformer_lens/HookedTransformer.py |
(no function) |
140 |
0 |
0 |
58 |
0 |
100% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.__post_init__ |
40 |
5 |
0 |
34 |
5 |
86% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.unwrap |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.from_dict |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.to_dict |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.__repr__ |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.set_seed_everywhere |
3 |
2 |
0 |
0 |
0 |
33% |
| transformer_lens/HookedTransformerConfig.py |
HookedTransformerConfig.is_layer_norm_activation |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/HookedTransformerConfig.py |
(no function) |
89 |
0 |
0 |
6 |
1 |
99% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter.__init__ |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter.get_singular_vectors |
14 |
1 |
0 |
8 |
1 |
91% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter._get_singular_vectors_from_matrix |
7 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter._get_OV_matrix |
6 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter._get_w_in_matrix |
6 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/SVDInterpreter.py |
SVDInterpreter._get_w_out_matrix |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/SVDInterpreter.py |
(no function) |
16 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/__init__.py |
(no function) |
21 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/__init__.py |
(no function) |
22 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.__init__ |
58 |
9 |
0 |
26 |
6 |
82% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.OV |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.QK |
2 |
1 |
0 |
0 |
0 |
50% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.forward |
52 |
7 |
0 |
30 |
7 |
83% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention._apply_qk_norm |
3 |
2 |
0 |
0 |
0 |
33% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.calculate_qkv_matrices |
20 |
11 |
0 |
12 |
4 |
41% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.calculate_attention_scores |
6 |
1 |
0 |
2 |
1 |
75% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.calculate_z_scores |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.apply_causal_mask |
11 |
1 |
0 |
4 |
1 |
87% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.calculate_sin_cos_rotary |
24 |
15 |
0 |
4 |
2 |
39% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.rotate_every_two |
8 |
2 |
0 |
2 |
1 |
70% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.apply_rotary |
16 |
1 |
0 |
4 |
1 |
90% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.create_alibi_slope |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.create_alibi_multipliers |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
AbstractAttention.create_alibi_bias |
6 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/abstract_attention.py |
(no function) |
48 |
2 |
0 |
12 |
1 |
95% |
| transformer_lens/components/attention.py |
Attention.__init__ |
10 |
3 |
0 |
2 |
1 |
67% |
| transformer_lens/components/attention.py |
(no function) |
10 |
1 |
0 |
2 |
1 |
83% |
| transformer_lens/components/bert_block.py |
BertBlock.__init__ |
16 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_block.py |
BertBlock.forward |
17 |
4 |
0 |
2 |
1 |
74% |
| transformer_lens/components/bert_block.py |
(no function) |
12 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_embed.py |
BertEmbed.__init__ |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_embed.py |
BertEmbed.forward |
10 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/bert_embed.py |
(no function) |
11 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_mlm_head.py |
BertMLMHead.__init__ |
6 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_mlm_head.py |
BertMLMHead.forward |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_mlm_head.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_nsp_head.py |
BertNSPHead.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_nsp_head.py |
BertNSPHead.forward |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_nsp_head.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_pooler.py |
BertPooler.__init__ |
6 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_pooler.py |
BertPooler.forward |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/bert_pooler.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/embed.py |
Embed.__init__ |
5 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/embed.py |
Embed.forward |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/embed.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.__init__ |
8 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.W_K |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.W_K |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.W_V |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.W_V |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.b_K |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.b_K |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.b_V |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.b_V |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.calculate_qkv_matrices |
10 |
4 |
0 |
2 |
1 |
58% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.calculate_attention_scores |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention.calculate_z_scores |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/grouped_query_attention.py |
GroupedQueryAttention._apply_qk_norm |
4 |
3 |
0 |
0 |
0 |
25% |
| transformer_lens/components/grouped_query_attention.py |
(no function) |
30 |
0 |
0 |
16 |
0 |
100% |
| transformer_lens/components/layer_norm.py |
LayerNorm.__init__ |
10 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/layer_norm.py |
LayerNorm.forward |
6 |
1 |
0 |
2 |
1 |
75% |
| transformer_lens/components/layer_norm.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/layer_norm_pre.py |
LayerNormPre.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/layer_norm_pre.py |
LayerNormPre.forward |
5 |
1 |
0 |
2 |
1 |
71% |
| transformer_lens/components/layer_norm_pre.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/can_be_used_as_mlp.py |
CanBeUsedAsMLP.__init__ |
5 |
1 |
0 |
2 |
1 |
71% |
| transformer_lens/components/mlps/can_be_used_as_mlp.py |
CanBeUsedAsMLP.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/can_be_used_as_mlp.py |
CanBeUsedAsMLP.select_activation_function |
6 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/components/mlps/can_be_used_as_mlp.py |
(no function) |
18 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/gated_mlp.py |
GatedMLP.__init__ |
10 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/gated_mlp.py |
GatedMLP.forward |
9 |
3 |
0 |
4 |
2 |
62% |
| transformer_lens/components/mlps/gated_mlp.py |
(no function) |
14 |
1 |
0 |
2 |
1 |
88% |
| transformer_lens/components/mlps/gated_mlp_4bit.py |
GatedMLP4Bit.__init__ |
11 |
10 |
0 |
0 |
0 |
9% |
| transformer_lens/components/mlps/gated_mlp_4bit.py |
GatedMLP4Bit.forward |
7 |
6 |
0 |
2 |
0 |
11% |
| transformer_lens/components/mlps/gated_mlp_4bit.py |
(no function) |
14 |
2 |
0 |
2 |
1 |
81% |
| transformer_lens/components/mlps/mlp.py |
MLP.__init__ |
8 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/mlp.py |
MLP.forward |
6 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/mlps/mlp.py |
(no function) |
11 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/moe.py |
MoEGatedMLP.__init__ |
12 |
1 |
0 |
2 |
1 |
86% |
| transformer_lens/components/mlps/moe.py |
MoEGatedMLP.forward |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/mlps/moe.py |
MoE.__init__ |
10 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/mlps/moe.py |
MoE.forward |
18 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/mlps/moe.py |
(no function) |
15 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/pos_embed.py |
PosEmbed.__init__ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/pos_embed.py |
PosEmbed.forward |
10 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/pos_embed.py |
(no function) |
10 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/rms_norm.py |
RMSNorm.__init__ |
9 |
1 |
0 |
2 |
1 |
82% |
| transformer_lens/components/rms_norm.py |
RMSNorm.forward |
7 |
2 |
0 |
4 |
2 |
64% |
| transformer_lens/components/rms_norm.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/rms_norm_pre.py |
RMSNormPre.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/rms_norm_pre.py |
RMSNormPre.forward |
4 |
1 |
0 |
2 |
1 |
67% |
| transformer_lens/components/rms_norm_pre.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/t5_attention.py |
T5Attention.__init__ |
16 |
2 |
0 |
6 |
2 |
82% |
| transformer_lens/components/t5_attention.py |
T5Attention._relative_position_bucket |
12 |
1 |
0 |
2 |
1 |
86% |
| transformer_lens/components/t5_attention.py |
T5Attention.compute_relative_attention_bias |
9 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/t5_attention.py |
(no function) |
13 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/components/t5_block.py |
T5Block.__init__ |
24 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/components/t5_block.py |
T5Block.forward |
27 |
6 |
0 |
8 |
3 |
74% |
| transformer_lens/components/t5_block.py |
(no function) |
13 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/token_typed_embed.py |
TokenTypeEmbed.__init__ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/token_typed_embed.py |
TokenTypeEmbed.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/token_typed_embed.py |
(no function) |
8 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/transformer_block.py |
TransformerBlock.__init__ |
48 |
11 |
0 |
36 |
6 |
70% |
| transformer_lens/components/transformer_block.py |
TransformerBlock.forward |
33 |
3 |
0 |
16 |
3 |
88% |
| transformer_lens/components/transformer_block.py |
TransformerBlock.apply_mlp |
4 |
1 |
0 |
2 |
1 |
67% |
| transformer_lens/components/transformer_block.py |
(no function) |
18 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/unembed.py |
Unembed.__init__ |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/unembed.py |
Unembed.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/components/unembed.py |
(no function) |
9 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/evals.py |
sanity_check |
2 |
2 |
0 |
0 |
0 |
0% |
| transformer_lens/evals.py |
make_wiki_data_loader |
5 |
5 |
0 |
0 |
0 |
0% |
| transformer_lens/evals.py |
make_owt_data_loader |
5 |
5 |
0 |
0 |
0 |
0% |
| transformer_lens/evals.py |
make_pile_data_loader |
5 |
5 |
0 |
0 |
0 |
0% |
| transformer_lens/evals.py |
make_code_data_loader |
5 |
5 |
0 |
0 |
0 |
0% |
| transformer_lens/evals.py |
evaluate_on_dataset |
9 |
9 |
0 |
4 |
0 |
0% |
| transformer_lens/evals.py |
induction_loss |
10 |
10 |
0 |
4 |
0 |
0% |
| transformer_lens/evals.py |
evaluate |
9 |
9 |
0 |
4 |
0 |
0% |
| transformer_lens/evals.py |
IOIDataset.__init__ |
8 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/evals.py |
IOIDataset.__len__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/evals.py |
IOIDataset.__getitem__ |
5 |
0 |
0 |
2 |
1 |
86% |
| transformer_lens/evals.py |
IOIDataset.get_sample |
14 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/evals.py |
IOIDataset.get_default_names |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/evals.py |
IOIDataset.get_default_templates |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/evals.py |
IOIDataset.get_default_nouns |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/evals.py |
ioi_eval |
29 |
0 |
0 |
8 |
1 |
97% |
| transformer_lens/evals.py |
ioi_eval.collate |
3 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/evals.py |
(no function) |
34 |
0 |
0 |
14 |
0 |
100% |
| transformer_lens/factories/activation_function_factory.py |
ActivationFunctionFactory.pick_activation_function |
7 |
2 |
0 |
4 |
2 |
64% |
| transformer_lens/factories/activation_function_factory.py |
(no function) |
5 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/factories/mlp_factory.py |
MLPFactory.create_mlp |
5 |
1 |
0 |
4 |
1 |
78% |
| transformer_lens/factories/mlp_factory.py |
(no function) |
9 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/head_detector.py |
detect_head |
31 |
2 |
0 |
22 |
2 |
92% |
| transformer_lens/head_detector.py |
get_previous_token_head_detection_pattern |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/head_detector.py |
get_duplicate_token_head_detection_pattern |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/head_detector.py |
get_induction_head_detection_pattern |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/head_detector.py |
get_supported_heads |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/head_detector.py |
compute_head_attention_similarity_score |
16 |
0 |
0 |
10 |
0 |
100% |
| transformer_lens/head_detector.py |
(no function) |
23 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
_HookFunctionProtocol.__call__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.__init__ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.add_perma_hook |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.add_hook |
15 |
1 |
0 |
8 |
1 |
91% |
| transformer_lens/hook_points.py |
HookPoint.add_hook.full_hook |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.remove_hooks |
7 |
0 |
0 |
6 |
3 |
77% |
| transformer_lens/hook_points.py |
HookPoint.remove_hooks._remove_hooks |
8 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.clear_context |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.forward |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookPoint.layer |
4 |
3 |
0 |
2 |
0 |
17% |
| transformer_lens/hook_points.py |
HookedRootModule.__init__ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.setup |
9 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.hook_points |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.remove_all_hook_fns |
2 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.clear_contexts |
2 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.reset_hooks |
4 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.check_and_add_hook |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.check_hooks_to_add |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.add_hook |
7 |
0 |
0 |
6 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.add_perma_hook |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule._enable_hook_with_name |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule._enable_hooks_for_points |
3 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule._enable_hook |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/hook_points.py |
HookedRootModule.hooks |
10 |
0 |
0 |
6 |
1 |
94% |
| transformer_lens/hook_points.py |
HookedRootModule.run_with_hooks |
4 |
1 |
0 |
4 |
1 |
75% |
| transformer_lens/hook_points.py |
HookedRootModule.add_caching_hooks |
19 |
18 |
0 |
20 |
0 |
3% |
| transformer_lens/hook_points.py |
HookedRootModule.add_caching_hooks.save_hook |
7 |
7 |
0 |
4 |
0 |
0% |
| transformer_lens/hook_points.py |
HookedRootModule.run_with_cache |
7 |
1 |
0 |
4 |
1 |
82% |
| transformer_lens/hook_points.py |
HookedRootModule.get_caching_hooks |
25 |
4 |
0 |
22 |
4 |
79% |
| transformer_lens/hook_points.py |
HookedRootModule.get_caching_hooks.save_hook |
14 |
2 |
0 |
10 |
3 |
79% |
| transformer_lens/hook_points.py |
HookedRootModule.cache_all |
2 |
1 |
0 |
2 |
2 |
25% |
| transformer_lens/hook_points.py |
HookedRootModule.cache_some |
2 |
1 |
0 |
0 |
0 |
50% |
| transformer_lens/hook_points.py |
(no function) |
61 |
0 |
0 |
6 |
2 |
97% |
| transformer_lens/loading_from_pretrained.py |
make_model_alias_map |
7 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/loading_from_pretrained.py |
get_official_model_name |
5 |
1 |
0 |
2 |
1 |
71% |
| transformer_lens/loading_from_pretrained.py |
convert_hf_model_config |
96 |
38 |
0 |
82 |
32 |
60% |
| transformer_lens/loading_from_pretrained.py |
convert_neel_model_config |
11 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/loading_from_pretrained.py |
get_pretrained_model_config |
51 |
16 |
0 |
32 |
5 |
70% |
| transformer_lens/loading_from_pretrained.py |
get_num_params_of_pretrained |
2 |
1 |
0 |
0 |
0 |
50% |
| transformer_lens/loading_from_pretrained.py |
get_checkpoint_labels |
21 |
20 |
0 |
14 |
0 |
3% |
| transformer_lens/loading_from_pretrained.py |
get_pretrained_state_dict |
81 |
31 |
0 |
74 |
14 |
61% |
| transformer_lens/loading_from_pretrained.py |
fill_missing_keys |
9 |
1 |
0 |
6 |
1 |
87% |
| transformer_lens/loading_from_pretrained.py |
get_basic_config |
1 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/loading_from_pretrained.py |
(no function) |
47 |
0 |
0 |
4 |
1 |
98% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCacheEntry.init_cache_entry |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCacheEntry.append |
6 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCache.init_cache |
1 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCache.freeze |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCache.unfreeze |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCache.append_attention_mask |
5 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
HookedTransformerKeyValueCache.__getitem__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/past_key_value_caching.py |
(no function) |
25 |
0 |
0 |
8 |
2 |
94% |
| transformer_lens/patching.py |
make_df_from_ranges |
3 |
2 |
0 |
2 |
0 |
20% |
| transformer_lens/patching.py |
generic_activation_patch |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/patching.py |
generic_activation_patch |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/patching.py |
generic_activation_patch |
27 |
26 |
0 |
12 |
0 |
3% |
| transformer_lens/patching.py |
generic_activation_patch.patching_hook |
1 |
1 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_pos_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_pos_head_vector_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_head_vector_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_head_pattern_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_head_pos_pattern_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
layer_head_dest_src_pos_pattern_patch_setter |
4 |
4 |
0 |
0 |
0 |
0% |
| transformer_lens/patching.py |
get_act_patch_attn_head_all_pos_every |
7 |
6 |
0 |
0 |
0 |
14% |
| transformer_lens/patching.py |
get_act_patch_attn_head_by_pos_every |
8 |
7 |
0 |
0 |
0 |
12% |
| transformer_lens/patching.py |
get_act_patch_block_every |
5 |
4 |
0 |
0 |
0 |
20% |
| transformer_lens/patching.py |
(no function) |
63 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/pretrained/__init__.py |
(no function) |
0 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/__init__.py |
(no function) |
21 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/bert.py |
convert_bert_weights |
34 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/bert.py |
(no function) |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/bloom.py |
convert_bloom_weights |
37 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/bloom.py |
(no function) |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/coder.py |
convert_coder_weights |
39 |
38 |
0 |
2 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/coder.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/gemma.py |
convert_gemma_weights |
37 |
36 |
0 |
6 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/gemma.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/gpt2.py |
convert_gpt2_weights |
35 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/gpt2.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/gptj.py |
convert_gptj_weights |
32 |
31 |
0 |
2 |
0 |
3% |
| transformer_lens/pretrained/weight_conversions/gptj.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/llama.py |
convert_llama_weights |
40 |
39 |
0 |
8 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/llama.py |
(no function) |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/mingpt.py |
convert_mingpt_weights |
37 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/mingpt.py |
(no function) |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/mistral.py |
convert_mistral_weights |
32 |
31 |
0 |
2 |
0 |
3% |
| transformer_lens/pretrained/weight_conversions/mistral.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/mixtral.py |
convert_mixtral_weights |
33 |
32 |
0 |
4 |
0 |
3% |
| transformer_lens/pretrained/weight_conversions/mixtral.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/nanogpt.py |
convert_nanogpt_weights |
48 |
47 |
0 |
10 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/nanogpt.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/neel_solu_old.py |
convert_neel_solu_old_weights |
15 |
0 |
0 |
12 |
2 |
93% |
| transformer_lens/pretrained/weight_conversions/neel_solu_old.py |
(no function) |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/neo.py |
convert_neo_weights |
33 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/neo.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/neox.py |
convert_neox_weights |
30 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/neox.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/opt.py |
convert_opt_weights |
36 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/opt.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/phi.py |
convert_phi_weights |
38 |
37 |
0 |
2 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/phi.py |
(no function) |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/phi3.py |
convert_phi3_weights |
36 |
35 |
0 |
2 |
0 |
3% |
| transformer_lens/pretrained/weight_conversions/phi3.py |
(no function) |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/qwen.py |
convert_qwen_weights |
34 |
33 |
0 |
2 |
0 |
3% |
| transformer_lens/pretrained/weight_conversions/qwen.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/qwen2.py |
convert_qwen2_weights |
37 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/qwen2.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/qwen3.py |
convert_qwen3_weights |
38 |
37 |
0 |
4 |
0 |
2% |
| transformer_lens/pretrained/weight_conversions/qwen3.py |
(no function) |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/t5.py |
convert_t5_weights |
30 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/pretrained/weight_conversions/t5.py |
(no function) |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/train.py |
train |
43 |
42 |
0 |
32 |
0 |
1% |
| transformer_lens/train.py |
(no function) |
29 |
0 |
0 |
2 |
1 |
97% |
| transformer_lens/utilities/__init__.py |
(no function) |
0 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/activation_functions.py |
(no function) |
6 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utilities/addmm.py |
vanilla_addmm |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/addmm.py |
batch_addmm |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/addmm.py |
(no function) |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/attention.py |
simple_attn_linear |
7 |
2 |
0 |
4 |
2 |
64% |
| transformer_lens/utilities/attention.py |
complex_attn_linear |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/attention.py |
(no function) |
6 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/devices.py |
calculate_available_device_cuda_memory |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utilities/devices.py |
determine_available_memory_for_available_devices |
4 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utilities/devices.py |
sort_devices_based_on_available_memory |
1 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utilities/devices.py |
get_best_available_cuda_device |
6 |
5 |
0 |
2 |
0 |
12% |
| transformer_lens/utilities/devices.py |
get_best_available_device |
5 |
1 |
0 |
2 |
1 |
71% |
| transformer_lens/utilities/devices.py |
get_device_for_block_index |
9 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utilities/devices.py |
move_to_and_update_config |
15 |
6 |
0 |
14 |
3 |
48% |
| transformer_lens/utilities/devices.py |
(no function) |
14 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
select_compatible_kwargs |
1 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utils.py |
download_file_from_hf |
7 |
1 |
0 |
4 |
1 |
82% |
| transformer_lens/utils.py |
clear_huggingface_cache |
2 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
print_gpu_mem |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
get_corner |
4 |
1 |
0 |
8 |
3 |
50% |
| transformer_lens/utils.py |
to_numpy |
10 |
2 |
0 |
8 |
1 |
72% |
| transformer_lens/utils.py |
lm_cross_entropy_loss |
10 |
1 |
0 |
4 |
1 |
86% |
| transformer_lens/utils.py |
lm_accuracy |
5 |
4 |
0 |
2 |
0 |
14% |
| transformer_lens/utils.py |
gelu_new |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
gelu_fast |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
gelu_pytorch_tanh |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
solu |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
calc_fan_in_and_fan_out |
14 |
0 |
0 |
8 |
0 |
100% |
| transformer_lens/utils.py |
init_xavier_uniform_ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
init_xavier_normal_ |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
init_kaiming_uniform_ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
init_kaiming_normal_ |
5 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
keep_single_column |
4 |
3 |
0 |
4 |
0 |
12% |
| transformer_lens/utils.py |
tokenize_and_concatenate |
10 |
9 |
0 |
4 |
0 |
7% |
| transformer_lens/utils.py |
tokenize_and_concatenate.tokenize_function |
25 |
25 |
0 |
10 |
0 |
0% |
| transformer_lens/utils.py |
sample_logits |
24 |
17 |
0 |
10 |
4 |
32% |
| transformer_lens/utils.py |
Slice.__init__ |
16 |
2 |
0 |
10 |
2 |
85% |
| transformer_lens/utils.py |
Slice.apply |
4 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
Slice.indices |
5 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
Slice.__repr__ |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
Slice.unwrap |
5 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
get_act_name |
25 |
3 |
0 |
18 |
3 |
86% |
| transformer_lens/utils.py |
remove_batch_dim |
3 |
2 |
0 |
2 |
0 |
20% |
| transformer_lens/utils.py |
test_prompt |
38 |
2 |
0 |
28 |
5 |
89% |
| transformer_lens/utils.py |
transpose |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
composition_scores |
14 |
13 |
0 |
6 |
0 |
5% |
| transformer_lens/utils.py |
get_dataset |
5 |
4 |
0 |
2 |
0 |
14% |
| transformer_lens/utils.py |
is_square |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
is_lower_triangular |
3 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utils.py |
check_structure |
33 |
32 |
0 |
22 |
0 |
2% |
| transformer_lens/utils.py |
get_device |
7 |
4 |
0 |
6 |
2 |
38% |
| transformer_lens/utils.py |
override_or_use_default_value |
1 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
get_offset_position_ids |
3 |
0 |
0 |
0 |
0 |
100% |
| transformer_lens/utils.py |
get_cumsum_along_dim |
6 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
get_attention_mask |
13 |
1 |
0 |
6 |
1 |
89% |
| transformer_lens/utils.py |
repeat_along_head_dimension |
4 |
0 |
0 |
2 |
1 |
83% |
| transformer_lens/utils.py |
get_nested_attr |
4 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utils.py |
set_nested_attr |
4 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utils.py |
LocallyOverridenDefaults.__init__ |
5 |
0 |
0 |
2 |
0 |
100% |
| transformer_lens/utils.py |
LocallyOverridenDefaults.__enter__ |
11 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
LocallyOverridenDefaults.__exit__ |
7 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
get_tokenizer_with_bos |
10 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
get_input_with_manually_prepended_bos |
4 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
get_tokens_with_bos_removed |
11 |
0 |
0 |
4 |
0 |
100% |
| transformer_lens/utils.py |
(no function) |
85 |
2 |
0 |
2 |
0 |
98% |