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- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.10.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.11.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.2.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.3.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.4.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.5.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.6.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.7.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.8.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_mlp_out.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.9.hook_resid_post.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_output.json +1 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.1.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.10.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.11.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.2.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.3.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.4.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.5.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.6.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.7.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv +0 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/results.csv +26 -0
- copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_hook_args.json +1 -0
copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_mlp_out.json
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.0.hook_resid_post.json
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_blocks.1.hook_mlp_out.json
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 462, "1": 32}, "net_accuracy": 0.494}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 197, "1": 290}, "net_accuracy": 0.487}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 479, "1": 10}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 9, "1": 506}, "net_accuracy": 0.515}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 0, "1": 511}, "net_accuracy": 0.511}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 1, "1": 511}, "net_accuracy": 0.512}
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_ln_final.hook_normalized.json
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/accuracy_output.json
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{"total_per_class": {"0": 489, "1": 511}, "correct_per_class": {"0": 489, "1": 0}, "net_accuracy": 0.489}
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.0.hook_mlp_out.csv
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.8.hook_resid_post.csv
ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_mlp_out.csv
ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/blocks.9.hook_resid_post.csv
ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/mle_local_dims/ln_final.hook_normalized.csv
ADDED
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copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/intrinsic/results.csv
ADDED
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@@ -0,0 +1,26 @@
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| 1 |
+
Layer,MLE,MLE_Corrected,TwoNN,Gride
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| 2 |
+
blocks.0.hook_mlp_out,9.701395988464355,7.729596138000488,3.744441032409668,8.000088691711426
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| 3 |
+
blocks.0.hook_resid_post,12.825822830200195,10.83193588256836,2.7522945404052734,15.25025463104248
|
| 4 |
+
blocks.1.hook_mlp_out,9.626503944396973,8.722681045532227,1.8068186044692993,12.300187110900879
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| 5 |
+
blocks.1.hook_resid_post,10.734665870666504,9.153946876525879,2.3585736751556396,10.420144081115723
|
| 6 |
+
blocks.2.hook_mlp_out,10.23375129699707,9.208434104919434,1.7127666473388672,13.43021297454834
|
| 7 |
+
blocks.2.hook_resid_post,9.972708702087402,8.522934913635254,2.9134202003479004,8.780106544494629
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| 8 |
+
blocks.3.hook_mlp_out,11.34901237487793,10.109264373779297,1.847853660583496,15.573004722595215
|
| 9 |
+
blocks.3.hook_resid_post,10.38487720489502,8.844482421875,3.049607753753662,9.098254203796387
|
| 10 |
+
blocks.4.hook_mlp_out,11.98967170715332,10.48834228515625,1.99711012840271,15.777036666870117
|
| 11 |
+
blocks.4.hook_resid_post,10.862255096435547,9.301251411437988,2.8072643280029297,9.91013240814209
|
| 12 |
+
blocks.5.hook_mlp_out,11.499881744384766,9.995911598205566,1.92097806930542,14.260231971740723
|
| 13 |
+
blocks.5.hook_resid_post,11.020508766174316,9.655263900756836,1.8720221519470215,13.786828994750977
|
| 14 |
+
blocks.6.hook_mlp_out,11.670085906982422,10.197811126708984,1.6610538959503174,16.780288696289062
|
| 15 |
+
blocks.6.hook_resid_post,10.826111793518066,9.467636108398438,1.8308972120285034,13.350211143493652
|
| 16 |
+
blocks.7.hook_mlp_out,11.562761306762695,9.756232261657715,1.5071254968643188,16.160274505615234
|
| 17 |
+
blocks.7.hook_resid_post,11.555571556091309,9.783909797668457,1.558592677116394,15.710265159606934
|
| 18 |
+
blocks.8.hook_mlp_out,10.893187522888184,9.212250709533691,1.6233413219451904,13.400212287902832
|
| 19 |
+
blocks.8.hook_resid_post,10.502577781677246,8.815627098083496,1.5476014614105225,12.2501859664917
|
| 20 |
+
blocks.9.hook_mlp_out,10.79784107208252,9.232483863830566,1.5616450309753418,14.010226249694824
|
| 21 |
+
blocks.9.hook_resid_post,10.706562995910645,9.497191429138184,1.3413091897964478,15.930270195007324
|
| 22 |
+
blocks.10.hook_mlp_out,10.985575675964355,9.661256790161133,1.5377562046051025,18.220321655273438
|
| 23 |
+
blocks.10.hook_resid_post,11.31284236907959,9.838393211364746,1.483239769935608,19.190343856811523
|
| 24 |
+
blocks.11.hook_mlp_out,9.387855529785156,8.264152526855469,1.5044864416122437,14.047090530395508
|
| 25 |
+
blocks.11.hook_resid_post,9.950302124023438,8.662941932678223,1.4650909900665283,15.150252342224121
|
| 26 |
+
ln_final.hook_normalized,9.992385864257812,8.679403305053711,1.4645047187805176,15.0860013961792
|
copa_train/few_shot_0/EleutherAI_gpt-neo-125M/last_token_relative_depth_100/llm_hook_args.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
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|
| 1 |
+
{"device": "cuda", "model_id": "EleutherAI/gpt-neo-125M", "batch_size": 16, "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": 0, "pythia": false, "revision_step": 0, "save_dir": "experiment_results"}
|