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- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.12.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.13.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.14.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.15.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.16.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.17.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.18.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.19.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.20.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.21.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.22.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.23.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.24.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.25.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.26.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.27.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/results.csv +29 -0
- sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/llm_hook_args.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.1.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json +1 -0
- sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json +1 -0
sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
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sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/intrinsic/results.csv
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Layer,MLE,MLE_Corrected,TwoNN,Gride
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+
blocks.0.hook_mlp_out,12.635473251342773,11.542390823364258,14.940878868103027,11.010157585144043
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| 3 |
+
blocks.1.hook_mlp_out,18.935380935668945,16.949493408203125,22.29427146911621,15.869062423706055
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| 4 |
+
blocks.2.hook_mlp_out,17.283672332763672,15.867839813232422,21.817703247070312,15.040249824523926
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| 5 |
+
blocks.3.hook_mlp_out,19.464271545410156,17.676025390625,21.591516494750977,16.570283889770508
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| 6 |
+
blocks.4.hook_mlp_out,21.079744338989258,18.9789981842041,23.002960205078125,17.62616539001465
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| 7 |
+
blocks.5.hook_mlp_out,20.561763763427734,18.394142150878906,23.019804000854492,16.884471893310547
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+
blocks.6.hook_mlp_out,23.334190368652344,20.888460159301758,27.360538482666016,19.26735496520996
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| 9 |
+
blocks.7.hook_mlp_out,22.15738868713379,19.545516967773438,25.541296005249023,17.88642120361328
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| 10 |
+
blocks.8.hook_mlp_out,19.664907455444336,17.765687942504883,22.627883911132812,16.69028663635254
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| 11 |
+
blocks.9.hook_mlp_out,19.72663688659668,17.798358917236328,21.864479064941406,16.61028480529785
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| 12 |
+
blocks.10.hook_mlp_out,19.50328254699707,17.619842529296875,22.380268096923828,16.32027816772461
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| 13 |
+
blocks.11.hook_mlp_out,19.34496307373047,17.611846923828125,23.096771240234375,16.566057205200195
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| 14 |
+
blocks.12.hook_mlp_out,21.952157974243164,19.783641815185547,26.112459182739258,18.990339279174805
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+
blocks.13.hook_mlp_out,21.306476593017578,19.347803115844727,26.496728897094727,18.370325088500977
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+
blocks.14.hook_mlp_out,20.98038101196289,19.021198272705078,23.46483612060547,17.99031639099121
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| 17 |
+
blocks.15.hook_mlp_out,20.492450714111328,18.661405563354492,24.549734115600586,17.72031021118164
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| 18 |
+
blocks.16.hook_mlp_out,20.897897720336914,18.98325538635254,25.31974220275879,17.97031593322754
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| 19 |
+
blocks.17.hook_mlp_out,21.96254539489746,20.050357818603516,26.14675521850586,18.84336280822754
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blocks.18.hook_mlp_out,21.135122299194336,19.37327766418457,27.657255172729492,17.38030242919922
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+
blocks.19.hook_mlp_out,20.30315399169922,18.517488479614258,25.188114166259766,16.65730857849121
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+
blocks.20.hook_mlp_out,18.292509078979492,16.738100051879883,23.531869888305664,15.010249137878418
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blocks.21.hook_mlp_out,18.446128845214844,16.726896286010742,23.160688400268555,15.050250053405762
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| 24 |
+
blocks.22.hook_mlp_out,18.464237213134766,16.780536651611328,23.004812240600586,14.430235862731934
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| 25 |
+
blocks.23.hook_mlp_out,19.605375289916992,17.749385833740234,25.292064666748047,15.611995697021484
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| 26 |
+
blocks.24.hook_mlp_out,20.13371467590332,18.14398956298828,25.321823120117188,16.110273361206055
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+
blocks.25.hook_mlp_out,19.6290283203125,17.224573135375977,25.12417221069336,15.03024959564209
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+
blocks.26.hook_mlp_out,20.894412994384766,18.177845001220703,25.875091552734375,16.00027084350586
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+
blocks.27.hook_mlp_out,16.86484146118164,14.395442962646484,21.738859176635742,12.650195121765137
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sst2_validation/few_shot_0/google_gemma-7b/last_token_relative_depth_100/llm_hook_args.json
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{"device": "cuda", "model_id": "google/gemma-7b", "batch_size": 16, "dataset_name": "sst2_validation", "last_token": true, "question_structure": true, "relative_depth_of_sentence": 1.0, "store_activations": true, "random_seed": 20, "few_shot": 0}
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
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sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json
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{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 0, "1": 444}, "net_accuracy": 0.5091743119266054}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.10.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 424, "1": 4}, "net_accuracy": 0.4908256880733945}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 413, "1": 1}, "net_accuracy": 0.47477064220183485}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 415, "1": 7}, "net_accuracy": 0.48394495412844035}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.12.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 425, "1": 3}, "net_accuracy": 0.4908256880733945}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_mlp_out.json
ADDED
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@@ -0,0 +1 @@
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|
|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 0, "1": 444}, "net_accuracy": 0.5091743119266054}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.14.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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|
|
|
|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 60, "1": 369}, "net_accuracy": 0.4919724770642202}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_mlp_out.json
ADDED
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@@ -0,0 +1 @@
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|
|
|
|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 373, "1": 94}, "net_accuracy": 0.5355504587155964}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.15.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 135, "1": 351}, "net_accuracy": 0.5573394495412844}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.17.hook_resid_post.json
ADDED
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@@ -0,0 +1 @@
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|
|
|
|
|
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| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 274, "1": 220}, "net_accuracy": 0.5665137614678899}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_mlp_out.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 426, "1": 3}, "net_accuracy": 0.4919724770642202}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.18.hook_resid_post.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 354, "1": 91}, "net_accuracy": 0.5103211009174312}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.19.hook_mlp_out.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 427, "1": 1}, "net_accuracy": 0.4908256880733945}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_mlp_out.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 404, "1": 154}, "net_accuracy": 0.6399082568807339}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.20.hook_resid_post.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 428, "1": 0}, "net_accuracy": 0.4908256880733945}
|
sst2_validation/few_shot_0/microsoft_phi-2/last_token_relative_depth_100/accuracy_blocks.21.hook_mlp_out.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
|
|
|
| 1 |
+
{"total_per_class": {"0": 428, "1": 444}, "correct_per_class": {"0": 421, "1": 107}, "net_accuracy": 0.6055045871559633}
|