diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ad639d4a3334b47d667adbab66e4acf2edb373
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ad639d4a3334b47d667adbab66e4acf2edb373
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..329aae1976529cee8d8320f0b47809a2f3562d27
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 482, "1": 8}, "net_accuracy": 0.49}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..2683c2bda166fa048197059ff91e632e620287a0
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef24e6e3a59cf87a07852a1634d6e2433d73ec19
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 258, "1": 260}, "net_accuracy": 0.518}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fdb13d130b9053eb38fe9066153d9329bf1fd0a
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 488, "1": 0}, "net_accuracy": 0.488}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a8df872ce3007fd50b514e1851f75bfc9628bd9
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 260, "1": 249}, "net_accuracy": 0.509}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..2683c2bda166fa048197059ff91e632e620287a0
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..e454a542128d283fe1aa7eadc06733dd64d70f35
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.13.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 6, "1": 506}, "net_accuracy": 0.512}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a539d0c3e4e17f144c178bde8da53d5540ab0a0
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 331, "1": 158}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d4331caea27c8102e75c22e990ea81e68e32c6a
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 21, "1": 499}, "net_accuracy": 0.52}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e4dde013059a52b67272540dcdfa409477fa654
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 444, "1": 68}, "net_accuracy": 0.512}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..efe30be1f6091c69bbe3aa0966fd6e4eb66dc7cd
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 226, "1": 284}, "net_accuracy": 0.51}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..14698c71475b8b81c73f0e5339e1b012a9d91b5b
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.16.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 63, "1": 450}, "net_accuracy": 0.513}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e49b0a5b73397e7a0fc0ee7f67a311b8fef82cd
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 467, "1": 40}, "net_accuracy": 0.507}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb97087311434461d5141a85c4c9216aa66b03f3
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 103, "1": 442}, "net_accuracy": 0.545}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7bc245f99aee80b1a292c1a0789998c87d72358
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 28, "1": 504}, "net_accuracy": 0.532}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..308bfd54c8baf0d4dd5e9ebc8c387e3f42db9f8d
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 392, "1": 97}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fe7ca572166815ee5147492e764338292eeb41b
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 112, "1": 424}, "net_accuracy": 0.536}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ad639d4a3334b47d667adbab66e4acf2edb373
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ad639d4a3334b47d667adbab66e4acf2edb373
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..bce3cd985c2ad6bb85542777ef251c94a8c8b3a9
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 473, "1": 81}, "net_accuracy": 0.554}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..9815862aee19309aa8516fc8620e36e8e4941f4b
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 443, "1": 247}, "net_accuracy": 0.69}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..44b64678f20a2a28a9af7cd85be6e09a74fc9e1b
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 389, "1": 150}, "net_accuracy": 0.539}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..bed3efea09831f1060c88c9ae325d252769ae3aa
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 480, "1": 204}, "net_accuracy": 0.684}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ad639d4a3334b47d667adbab66e4acf2edb373
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.22.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c66be676f4e7d44a623d6630ca89b61e7a3f54c
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 358, "1": 466}, "net_accuracy": 0.824}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e42e24522e53dbd823dbcb0560bab30772c6f21
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.23.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 451, "1": 403}, "net_accuracy": 0.854}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..3000651261bcd8d89f094a6110baa618ac118229
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 470, "1": 1}, "net_accuracy": 0.471}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3ef34dad6473f2651184db28998ad118c9e0e87
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.24.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 467, "1": 348}, "net_accuracy": 0.815}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_mlp_out.json
new file mode 100644
index 0000000000000000000000000000000000000000..1372adf05cecbf261a96b12fe98e45a32603c448
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_mlp_out.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 102, "1": 404}, "net_accuracy": 0.506}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_resid_post.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f5e44f67c6a8b06792200249cc24fc3ba4edf84
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.25.hook_resid_post.json
@@ -0,0 +1 @@
+{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 470, "1": 342}, "net_accuracy": 0.812}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.26.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.26.hook_mlp_out.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.26.hook_mlp_out.json
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.26.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.26.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.27.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.27.hook_mlp_out.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.28.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.28.hook_mlp_out.json
new file mode 100644
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.28.hook_mlp_out.json
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.29.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.29.hook_resid_post.json
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json
new file mode 100644
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.31.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.31.hook_mlp_out.json
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.31.hook_mlp_out.json
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json
new file mode 100644
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json
new file mode 100644
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json
new file mode 100644
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json
new file mode 100644
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+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_output.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_output.json
new file mode 100644
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--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/accuracy_output.json
@@ -0,0 +1 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv
new file mode 100644
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--- /dev/null
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c99ec253ff17900bb42d97254f7d5af97c4140a
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bad5fbb4d59bbf3aec4a3aebf0d64e862623240
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc168c947567f57c70f609a115d9ea791ee7a207
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f62d99c4e43775f64da9a2bf596bbaf8510fb324
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f461153ea6a1ae3bf01564047ea7b631306f5d8
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5c3a8c5caf56a2242036e70ccb65e37edefd510
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278a74276219590fd66f5f27aeadcda855973d21
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eaaaee38c87f7ddf240ee923c9d73b20c7aa1873
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaf809cf2070a153208a8dca25adaff8f2e28411
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.28.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60e324406ea72698110b045f96a99202832b346e
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.29.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed780995010a52a7216fadc00ea42498981ba27d
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..587498f28a84ff7481426eb12e39d2a846f94f3c
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.30.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01220bb810b4c8bb26c189b863ace29e595907f1
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.31.hook_resid_post.csv
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c25ef8417e2d95ac595dbaa251a08c29c63f26cf
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9eff981a3588ecb7c952dad0f0e451062756aed8
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80088ceca469165a8244426e6272e86abaa25184
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..413f9b93431dda38ebcf2f44f6fbf81878450fb2
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a7965777778f2dd10bd1a790e60fc16571b7418
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dc472caaf9bddf93604a08b50b0440534df5fcd
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv
@@ -0,0 +1,1001 @@
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/results.csv b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/results.csv
new file mode 100644
index 0000000000000000000000000000000000000000..633cb8417de477c0b562399728b41ce5582c7368
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/intrinsic/results.csv
@@ -0,0 +1,66 @@
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+blocks.30.hook_resid_post,17.121009826660156,14.840846061706543,19.434045791625977,12.010180473327637
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+blocks.31.hook_resid_post,17.120025634765625,14.920586585998535,19.36822509765625,12.140183448791504
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diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_hook_args.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_hook_args.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff62af06b06eea4eb9ceb9d0ea2ef4a4abb75a37
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_hook_args.json
@@ -0,0 +1 @@
+{"device": "cuda", "model_id": "microsoft/phi-2", "batch_size": 32, "dataset_name": "copa_train", "max_token_length": 1024, "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 42, "few_shot": 5, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}
\ No newline at end of file
diff --git a/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_intrinsic_args.json b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_intrinsic_args.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9f6eee947148b3f1ec4a60ed8b83d6abb1022b9
--- /dev/null
+++ b/copa_train/few_shot_5/microsoft_phi-2/last_token_relative_depth_100/llm_intrinsic_args.json
@@ -0,0 +1 @@
+{"device": "cuda", "gride_k1": 20, "gride_k2": 40, "mle_k1": 12, "mle_k2": 24, "mle": true, "model_id": "microsoft/phi-2", "dataset_name": "copa_train", "distance_metric": "euclidean", "batch_size": 32, "last_token": true, "relative_depth_of_sentence": 1.0, "few_shot": 5, "pythia": false, "revision_step": 0, "save_dir": "experiment_results_res_post"}
\ No newline at end of file