src_write_norm float32 | src_grad_align float32 | src_attr_to_recv float32 | abs_src_attr_to_recv float32 | recv_input_norm float32 | frac_of_recv_input float32 | src_grad_norm float32 | recv_grad_norm float32 | layer_gap float32 | src_layer_frac float32 | recv_layer_frac float32 | src_is_mlp float32 | recv_is_mlp float32 | src_head_frac float32 | recv_head_frac float32 | attn_recv_to_src_pos float32 | cosine_src_recv float32 | logp_entropy float32 | seq_len float32 | src_to_recv_resid_cos float32 | kl float64 | s_layer int64 | s_head int64 | s_mlp int64 | m_layer int64 | m_head int64 | m_mlp int64 | pair_idx int64 | domain large_string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 0 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 1 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 2 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 3 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 4 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 5 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 6 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 7 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 8 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 9 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 10 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 11 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 12 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 13 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 14 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 15 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 16 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 17 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 18 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 19 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 20 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 21 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.000169 | 10 | -1 | 1 | 11 | 8 | 0 | 22 | code |
68.744637 | 0.007768 | 0.00252 | 0.00252 | 229.023529 | 0.300164 | 0.222107 | 0.00472 | 0.090909 | 0.909091 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.729878 | 2.162084 | 0.640625 | 0.729878 | 0.00017 | 10 | -1 | 1 | 11 | 8 | 0 | 23 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 0 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 1 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 2 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 3 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 4 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 5 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 6 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 7 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 8 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 9 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 10 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 11 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 12 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 13 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 14 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 15 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 16 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 17 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 18 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 19 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 20 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 21 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 22 | code |
34.008095 | -0.042854 | -0.006878 | 0.006878 | 229.023529 | 0.148492 | 0.41185 | 0.00472 | 0.090909 | 0.909091 | 1 | 0 | 0 | 0.636364 | 0.727273 | 0.02439 | 0.039867 | 2.162084 | 0.640625 | 0.039867 | 0.000156 | 10 | 7 | 0 | 11 | 8 | 0 | 23 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 0 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 1 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 2 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 3 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 4 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 5 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 6 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 7 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 8 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 9 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 10 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 11 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 12 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 13 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 14 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 15 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 16 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 17 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 18 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 19 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 20 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 21 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.22975 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 22 | code |
31.621283 | -0.080502 | -0.012014 | 0.012014 | 229.023529 | 0.13807 | 0.229751 | 0.00472 | 0.181818 | 0.818182 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.52113 | 2.162084 | 0.640625 | 0.52113 | 0.000061 | 9 | -1 | 1 | 11 | 8 | 0 | 23 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 0 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 1 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 2 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 3 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 4 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 5 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 6 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 7 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 8 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 9 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 10 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 11 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 12 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 13 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 14 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 15 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 16 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 17 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 18 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 19 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 20 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000013 | 8 | -1 | 1 | 11 | 8 | 0 | 21 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 22 | code |
31.152508 | -0.015932 | -0.002342 | 0.002342 | 229.023529 | 0.136023 | 0.23933 | 0.00472 | 0.272727 | 0.727273 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.493208 | 2.162084 | 0.640625 | 0.493208 | 0.000014 | 8 | -1 | 1 | 11 | 8 | 0 | 23 | code |
29.379858 | -0.028574 | -0.003962 | 0.003962 | 229.023529 | 0.128283 | 0.2704 | 0.00472 | 0.363636 | 0.636364 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.186757 | 2.162084 | 0.640625 | 0.186757 | 0.00004 | 7 | -1 | 1 | 11 | 8 | 0 | 0 | code |
29.379858 | -0.028574 | -0.003962 | 0.003962 | 229.023529 | 0.128283 | 0.2704 | 0.00472 | 0.363636 | 0.636364 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.186757 | 2.162084 | 0.640625 | 0.186757 | 0.000039 | 7 | -1 | 1 | 11 | 8 | 0 | 1 | code |
29.379858 | -0.028574 | -0.003962 | 0.003962 | 229.023529 | 0.128283 | 0.2704 | 0.00472 | 0.363636 | 0.636364 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.186757 | 2.162084 | 0.640625 | 0.186757 | 0.00004 | 7 | -1 | 1 | 11 | 8 | 0 | 2 | code |
29.379858 | -0.028574 | -0.003962 | 0.003962 | 229.023529 | 0.128283 | 0.2704 | 0.00472 | 0.363636 | 0.636364 | 1 | 1 | 0 | 0 | 0.727273 | 0.02439 | 0.186757 | 2.162084 | 0.640625 | 0.186757 | 0.00004 | 7 | -1 | 1 | 11 | 8 | 0 | 3 | code |
Direct Edge-Damage Effects (prompt-only edge interventions)
Exact prompt-only direct edge-blocking effects in transformer LMs, paired with cheap forward/backward signals, for amortized causal intervention-effect prediction at edge granularity without clean/corrupt prompt pairs.
The intervention unit is a directed computational edge e = source -> receiver
(e.g. the contribution of attention head 7 to head 18's input). For each prompt x
we directly remove the source's contribution to the receiver's input only -- leaving
the source available to every other downstream component -- and record the exact
KL divergence between the full and intervened next-token distributions,
y_A(e, x) = KL( p_full(.|x) || p_edge_blocked(.|x) ),
together with the source's residual-write norm, first-order edge attribution, receiver-input share, gradient norms, and structural descriptors.
This is a different label from the sibling dataset
almogtavor/amortized-causal-intervention-effects (clean/corrupt path patching):
here no corrupt prompt is needed, so the label is defined on arbitrary text
(web / code / math / dialogue / QA / long-context), and the goal is a scalable
pretraining signal for general-purpose, prompt-level mechanistic interpretability.
Configs
*__A-- single-edge direct-KL damage. Columns: the 20 cheap features +kl(label) + edge identity (s_*,m_*) +pair_idx,domain.*__B-- circuit-conditioned marginal direct-KL. A circuit state masks which edges are kept; columns addcircuit_density,action(0=remove/1=add),kl_C(KL of the current circuit to full), andy_marginal(the label: full-referenced marginal KL change from the action).
A columns
src_write_norm: ||source residual write|| at the last tokensrc_attr_to_recv= dr_S . grad(receiver input): first-order edge attributionfrac_of_recv_input= ||dr_S|| / ||receiver input||kl: label -- exact direct edge-block KL(full||blocked)s_layer/s_head/s_mlp,m_layer/m_head/m_mlp: source / receiver identitydomain: prompt domain (web/code/math/dialogue/qa/longctx/ioi/induction)
B columns
circuit_density: fraction of candidate edges currently keptaction: 0 = remove the edge from the circuit, 1 = add itkl_C: KL(full || current circuit)y_marginal: label -- removal: KL(full||C{e})-KL(full||C); addition: KL(full||C)-KL(full||C+{e})
- Downloads last month
- 217