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Browse files- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_10/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_11/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_12/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_13/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_14/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_15/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_3/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_3/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_3/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_4/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_4/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_4/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_5/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_5/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_5/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/ae.pt +3 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/eval_results.json +1 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_8/config.json +53 -0
- home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_9/config.json +53 -0
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/ae.pt
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/config.json
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 61.71621621621622, "l1_loss": 343.4594594594595, "l0": 25.02615920058242, "frac_variance_explained": 0.7965230855855856, "cossim": 0.90234375, "l2_ratio": 0.9157164977477478, "relative_reconstruction_bias": 1.0092201576576576, "loss_original": 2.319045608108108, "loss_reconstructed": 2.5043637387387387, "loss_zero": 12.4375, "frac_recovered": 0.9818060247747747, "frac_alive": 0.907073974609375, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/ae.pt
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/config.json
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_1/eval_results.json
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_10/config.json
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_11/config.json
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|
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|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "MatryoshkaBatchTopKTrainer",
|
| 4 |
+
"dict_class": "MatryoshkaBatchTopKSAE",
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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| 19 |
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| 20 |
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|
| 21 |
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0.53125
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| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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16384,
|
| 35 |
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34816
|
| 36 |
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|
| 37 |
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"k": 70,
|
| 38 |
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"device": "cuda:0",
|
| 39 |
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"layer": 12,
|
| 40 |
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"lm_name": "google/gemma-2-2b",
|
| 41 |
+
"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_11",
|
| 42 |
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"submodule_name": "resid_post_layer_12"
|
| 43 |
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},
|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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"device": "cuda:0"
|
| 52 |
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}
|
| 53 |
+
}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_12/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "MatryoshkaBatchTopKTrainer",
|
| 4 |
+
"dict_class": "MatryoshkaBatchTopKSAE",
|
| 5 |
+
"lr": 0.0002,
|
| 6 |
+
"steps": 244140,
|
| 7 |
+
"auxk_alpha": 0.03125,
|
| 8 |
+
"warmup_steps": 1000,
|
| 9 |
+
"decay_start": 195312,
|
| 10 |
+
"threshold_beta": 0.999,
|
| 11 |
+
"threshold_start_step": 1000,
|
| 12 |
+
"top_k_aux": 1152,
|
| 13 |
+
"seed": 721077,
|
| 14 |
+
"activation_dim": 2304,
|
| 15 |
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"dict_size": 65536,
|
| 16 |
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"group_fractions": [
|
| 17 |
+
0.03125,
|
| 18 |
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0.0625,
|
| 19 |
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0.125,
|
| 20 |
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0.25,
|
| 21 |
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0.53125
|
| 22 |
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],
|
| 23 |
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"group_weights": [
|
| 24 |
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0.2,
|
| 25 |
+
0.2,
|
| 26 |
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0.2,
|
| 27 |
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0.2,
|
| 28 |
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0.2
|
| 29 |
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],
|
| 30 |
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"group_sizes": [
|
| 31 |
+
2048,
|
| 32 |
+
4096,
|
| 33 |
+
8192,
|
| 34 |
+
16384,
|
| 35 |
+
34816
|
| 36 |
+
],
|
| 37 |
+
"k": 85,
|
| 38 |
+
"device": "cuda:0",
|
| 39 |
+
"layer": 12,
|
| 40 |
+
"lm_name": "google/gemma-2-2b",
|
| 41 |
+
"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_12",
|
| 42 |
+
"submodule_name": "resid_post_layer_12"
|
| 43 |
+
},
|
| 44 |
+
"buffer": {
|
| 45 |
+
"d_submodule": 2304,
|
| 46 |
+
"io": "out",
|
| 47 |
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"n_ctxs": 244,
|
| 48 |
+
"ctx_len": 1024,
|
| 49 |
+
"refresh_batch_size": 32,
|
| 50 |
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"out_batch_size": 2048,
|
| 51 |
+
"device": "cuda:0"
|
| 52 |
+
}
|
| 53 |
+
}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_13/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "MatryoshkaBatchTopKTrainer",
|
| 4 |
+
"dict_class": "MatryoshkaBatchTopKSAE",
|
| 5 |
+
"lr": 0.0002,
|
| 6 |
+
"steps": 244140,
|
| 7 |
+
"auxk_alpha": 0.03125,
|
| 8 |
+
"warmup_steps": 1000,
|
| 9 |
+
"decay_start": 195312,
|
| 10 |
+
"threshold_beta": 0.999,
|
| 11 |
+
"threshold_start_step": 1000,
|
| 12 |
+
"top_k_aux": 1152,
|
| 13 |
+
"seed": 721077,
|
| 14 |
+
"activation_dim": 2304,
|
| 15 |
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"dict_size": 65536,
|
| 16 |
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"group_fractions": [
|
| 17 |
+
0.03125,
|
| 18 |
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0.0625,
|
| 19 |
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0.125,
|
| 20 |
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0.25,
|
| 21 |
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0.53125
|
| 22 |
+
],
|
| 23 |
+
"group_weights": [
|
| 24 |
+
0.2,
|
| 25 |
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0.2,
|
| 26 |
+
0.2,
|
| 27 |
+
0.2,
|
| 28 |
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0.2
|
| 29 |
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],
|
| 30 |
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"group_sizes": [
|
| 31 |
+
2048,
|
| 32 |
+
4096,
|
| 33 |
+
8192,
|
| 34 |
+
16384,
|
| 35 |
+
34816
|
| 36 |
+
],
|
| 37 |
+
"k": 100,
|
| 38 |
+
"device": "cuda:0",
|
| 39 |
+
"layer": 12,
|
| 40 |
+
"lm_name": "google/gemma-2-2b",
|
| 41 |
+
"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_13",
|
| 42 |
+
"submodule_name": "resid_post_layer_12"
|
| 43 |
+
},
|
| 44 |
+
"buffer": {
|
| 45 |
+
"d_submodule": 2304,
|
| 46 |
+
"io": "out",
|
| 47 |
+
"n_ctxs": 244,
|
| 48 |
+
"ctx_len": 1024,
|
| 49 |
+
"refresh_batch_size": 32,
|
| 50 |
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"out_batch_size": 2048,
|
| 51 |
+
"device": "cuda:0"
|
| 52 |
+
}
|
| 53 |
+
}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_14/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "MatryoshkaBatchTopKTrainer",
|
| 4 |
+
"dict_class": "MatryoshkaBatchTopKSAE",
|
| 5 |
+
"lr": 0.0002,
|
| 6 |
+
"steps": 244140,
|
| 7 |
+
"auxk_alpha": 0.03125,
|
| 8 |
+
"warmup_steps": 1000,
|
| 9 |
+
"decay_start": 195312,
|
| 10 |
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"threshold_beta": 0.999,
|
| 11 |
+
"threshold_start_step": 1000,
|
| 12 |
+
"top_k_aux": 1152,
|
| 13 |
+
"seed": 721077,
|
| 14 |
+
"activation_dim": 2304,
|
| 15 |
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"dict_size": 65536,
|
| 16 |
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"group_fractions": [
|
| 17 |
+
0.03125,
|
| 18 |
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0.0625,
|
| 19 |
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0.125,
|
| 20 |
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0.25,
|
| 21 |
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0.53125
|
| 22 |
+
],
|
| 23 |
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"group_weights": [
|
| 24 |
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0.2,
|
| 25 |
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0.2,
|
| 26 |
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0.2,
|
| 27 |
+
0.2,
|
| 28 |
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0.2
|
| 29 |
+
],
|
| 30 |
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"group_sizes": [
|
| 31 |
+
2048,
|
| 32 |
+
4096,
|
| 33 |
+
8192,
|
| 34 |
+
16384,
|
| 35 |
+
34816
|
| 36 |
+
],
|
| 37 |
+
"k": 115,
|
| 38 |
+
"device": "cuda:0",
|
| 39 |
+
"layer": 12,
|
| 40 |
+
"lm_name": "google/gemma-2-2b",
|
| 41 |
+
"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_14",
|
| 42 |
+
"submodule_name": "resid_post_layer_12"
|
| 43 |
+
},
|
| 44 |
+
"buffer": {
|
| 45 |
+
"d_submodule": 2304,
|
| 46 |
+
"io": "out",
|
| 47 |
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"n_ctxs": 244,
|
| 48 |
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"ctx_len": 1024,
|
| 49 |
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"refresh_batch_size": 32,
|
| 50 |
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"out_batch_size": 2048,
|
| 51 |
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"device": "cuda:0"
|
| 52 |
+
}
|
| 53 |
+
}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_15/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "MatryoshkaBatchTopKTrainer",
|
| 4 |
+
"dict_class": "MatryoshkaBatchTopKSAE",
|
| 5 |
+
"lr": 0.0002,
|
| 6 |
+
"steps": 244140,
|
| 7 |
+
"auxk_alpha": 0.03125,
|
| 8 |
+
"warmup_steps": 1000,
|
| 9 |
+
"decay_start": 195312,
|
| 10 |
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"threshold_beta": 0.999,
|
| 11 |
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"threshold_start_step": 1000,
|
| 12 |
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"top_k_aux": 1152,
|
| 13 |
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"seed": 721077,
|
| 14 |
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"activation_dim": 2304,
|
| 15 |
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"dict_size": 65536,
|
| 16 |
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"group_fractions": [
|
| 17 |
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0.03125,
|
| 18 |
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0.0625,
|
| 19 |
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0.125,
|
| 20 |
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0.25,
|
| 21 |
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0.53125
|
| 22 |
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],
|
| 23 |
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"group_weights": [
|
| 24 |
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0.2,
|
| 25 |
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0.2,
|
| 26 |
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0.2,
|
| 27 |
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0.2,
|
| 28 |
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0.2
|
| 29 |
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],
|
| 30 |
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"group_sizes": [
|
| 31 |
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2048,
|
| 32 |
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4096,
|
| 33 |
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8192,
|
| 34 |
+
16384,
|
| 35 |
+
34816
|
| 36 |
+
],
|
| 37 |
+
"k": 130,
|
| 38 |
+
"device": "cuda:0",
|
| 39 |
+
"layer": 12,
|
| 40 |
+
"lm_name": "google/gemma-2-2b",
|
| 41 |
+
"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_15",
|
| 42 |
+
"submodule_name": "resid_post_layer_12"
|
| 43 |
+
},
|
| 44 |
+
"buffer": {
|
| 45 |
+
"d_submodule": 2304,
|
| 46 |
+
"io": "out",
|
| 47 |
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"n_ctxs": 244,
|
| 48 |
+
"ctx_len": 1024,
|
| 49 |
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"refresh_batch_size": 32,
|
| 50 |
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"out_batch_size": 2048,
|
| 51 |
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"device": "cuda:0"
|
| 52 |
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}
|
| 53 |
+
}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/ae.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d00ec893a3f7cb5cde347f08ca909eb007c4f58266241362fee8fcae5969172e
|
| 3 |
+
size 1208233552
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/config.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_2/eval_results.json
ADDED
|
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| 1 |
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_3/ae.pt
ADDED
|
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ADDED
|
@@ -0,0 +1,53 @@
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_3/eval_results.json
ADDED
|
@@ -0,0 +1 @@
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|
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_4/ae.pt
ADDED
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ADDED
|
@@ -0,0 +1,53 @@
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_4/eval_results.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
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|
|
| 1 |
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_5/ae.pt
ADDED
|
@@ -0,0 +1,3 @@
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ADDED
|
@@ -0,0 +1,53 @@
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|
| 1 |
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_5/eval_results.json
ADDED
|
@@ -0,0 +1 @@
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|
| 1 |
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/ae.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 1208233552
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home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/config.json
ADDED
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@@ -0,0 +1,53 @@
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 6 |
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| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"wandb_name": "MatryoshkaBatchTopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_6",
|
| 42 |
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|
| 43 |
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|
| 44 |
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| 46 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
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|
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| 53 |
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_6/eval_results.json
ADDED
|
@@ -0,0 +1 @@
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|
|
|
|
| 1 |
+
{"l2_loss": 49.817567567567565, "l1_loss": 718.6666666666666, "l0": 114.20686182245478, "frac_variance_explained": 0.8679265202702703, "cossim": 0.9375, "l2_ratio": 0.94921875, "relative_reconstruction_bias": 1.0078125, "loss_original": 2.319045608108108, "loss_reconstructed": 2.369158220720721, "loss_zero": 12.4375, "frac_recovered": 0.9944397522522522, "frac_alive": 0.9305419921875, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/ae.pt
ADDED
|
@@ -0,0 +1,3 @@
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size 1208233552
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/config.json
ADDED
|
@@ -0,0 +1,53 @@
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|
| 1 |
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{
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| 2 |
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| 3 |
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|
| 4 |
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| 5 |
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|
| 6 |
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|
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|
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|
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|
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|
| 38 |
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|
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_7/eval_results.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
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|
|
| 1 |
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{"l2_loss": 48.86486486486486, "l1_loss": 767.9639639639639, "l0": 130.0410169996657, "frac_variance_explained": 0.8726421734234234, "cossim": 0.94140625, "l2_ratio": 0.953125, "relative_reconstruction_bias": 1.0092905405405406, "loss_original": 2.319045608108108, "loss_reconstructed": 2.3657798423423424, "loss_zero": 12.4375, "frac_recovered": 0.9946157094594594, "frac_alive": 0.9301910400390625, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_8/config.json
ADDED
|
@@ -0,0 +1,53 @@
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|
|
|
|
|
|
| 1 |
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{
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| 2 |
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| 3 |
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|
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|
home/dontsov/interp/dictionary_learning/run_matr/google_gemma-2-2b_matryoshka_batch_top_k/resid_post_layer_12/trainer_9/config.json
ADDED
|
@@ -0,0 +1,53 @@
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|
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|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 15 |
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|
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