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- lm/gpt2-small_layer8/batchtopk/x16/l0_128/code_metrics_step_final.json +136 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/dict_metrics_step_final.json +545 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/config.json +12 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/model.safetensors +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/l0_per_token.json +14 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/max_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/mean_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/meta.json +26 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/sparsity_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/config.json +12 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/model.safetensors +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/l0_per_token.json +14 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/max_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/mean_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/meta.json +26 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/sparsity_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/config.json +12 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/model.safetensors +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/l0_per_token.json +14 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/max_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/mean_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/meta.json +26 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/sparsity_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/code_metrics_step_final.json +136 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/dict_metrics_step_final.json +545 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/config.json +12 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/model.safetensors +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/l0_per_token.json +14 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/max_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/mean_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/meta.json +26 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/sparsity_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/config.json +12 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/model.safetensors +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/l0_per_token.json +14 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/max_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/mean_act_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/meta.json +26 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/sparsity_per_token.pt +3 -0
- lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed2/config.json +12 -0
lm/gpt2-small_layer8/batchtopk/x16/l0_128/code_metrics_step_final.json
ADDED
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}
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/dict_metrics_step_final.json
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|
| 1 |
+
{
|
| 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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| 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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| 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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| 35 |
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|
| 544 |
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|
| 545 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/config.json
ADDED
|
@@ -0,0 +1,12 @@
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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 |
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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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|
| 11 |
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|
| 12 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/model.safetensors
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
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| 1 |
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/l0_per_token.json
ADDED
|
@@ -0,0 +1,14 @@
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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 |
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{
|
| 2 |
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|
| 3 |
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|
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|
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|
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}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/max_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/mean_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/meta.json
ADDED
|
@@ -0,0 +1,26 @@
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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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|
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|
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|
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|
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|
| 14 |
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|
| 22 |
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|
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|
| 24 |
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|
| 25 |
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|
| 26 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed0/stats.fineweb.split_train.seed_no/sparsity_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/config.json
ADDED
|
@@ -0,0 +1,12 @@
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|
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| 1 |
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|
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|
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|
| 5 |
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|
| 6 |
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|
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/model.safetensors
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/l0_per_token.json
ADDED
|
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|
| 1 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/max_act_per_token.pt
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/mean_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/meta.json
ADDED
|
@@ -0,0 +1,26 @@
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|
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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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|
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|
| 8 |
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|
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|
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|
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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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| 18 |
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|
| 19 |
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| 20 |
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|
| 21 |
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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 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed1/stats.fineweb.split_train.seed_no/sparsity_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/config.json
ADDED
|
@@ -0,0 +1,12 @@
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|
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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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|
| 11 |
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|
| 12 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/model.safetensors
ADDED
|
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt
ADDED
|
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| 1 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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ADDED
|
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|
|
|
|
| 1 |
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{
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|
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lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/max_act_per_token.pt
ADDED
|
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|
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|
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|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d02e06c8cfeed8e8ce03a03f474e41cd868e20c1b45dc50467599f5fc79fa9b8
|
| 3 |
+
size 50382
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/mean_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:cca20f1e17748b6887b333f51da83fe12658a498e6a1a0a41dc8234f91be04ac
|
| 3 |
+
size 50387
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/meta.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
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|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset": "fineweb",
|
| 3 |
+
"split": "train",
|
| 4 |
+
"hf_dataset": "HuggingFaceFW/fineweb",
|
| 5 |
+
"hf_dataset_config": null,
|
| 6 |
+
"hf_dataset_text_field": "text",
|
| 7 |
+
"context_length": 1024,
|
| 8 |
+
"num_samples_requested": 20000,
|
| 9 |
+
"num_samples_actual": 20000,
|
| 10 |
+
"batch_seqs": 32,
|
| 11 |
+
"stats_top_k": 100,
|
| 12 |
+
"stream_seed": 0,
|
| 13 |
+
"sparsity_thresholds": [
|
| 14 |
+
0.001,
|
| 15 |
+
0.01,
|
| 16 |
+
0.05,
|
| 17 |
+
0.1,
|
| 18 |
+
0.5,
|
| 19 |
+
1.0
|
| 20 |
+
],
|
| 21 |
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"model_hf_name": "openai-community/gpt2",
|
| 22 |
+
"hook_target_name": "transformer.h.8",
|
| 23 |
+
"tokenizer_hf_name": "openai-community/gpt2",
|
| 24 |
+
"d_sae": 12288,
|
| 25 |
+
"d_in": 768
|
| 26 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_128/seed2/stats.fineweb.split_train.seed_no/sparsity_per_token.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 sha256:61af4facba39ec6d7e84c402db4b1cfc7248324f7ac99a2476e09b071008d3b8
|
| 3 |
+
size 50387
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/code_metrics_step_final.json
ADDED
|
@@ -0,0 +1,136 @@
|
|
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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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|
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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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|
|
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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 |
+
"schema": 1,
|
| 3 |
+
"step": "final",
|
| 4 |
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"n_tokens": 600000,
|
| 5 |
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"thresholds": [
|
| 6 |
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0.5,
|
| 7 |
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0.6,
|
| 8 |
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0.7,
|
| 9 |
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0.8,
|
| 10 |
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0.9
|
| 11 |
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],
|
| 12 |
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"seeds": [
|
| 13 |
+
"seed0",
|
| 14 |
+
"seed1",
|
| 15 |
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"seed2"
|
| 16 |
+
],
|
| 17 |
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"per_seed": {
|
| 18 |
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"seed0": {
|
| 19 |
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|
| 20 |
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|
| 21 |
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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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"seed2": {
|
| 29 |
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"l0": 31.798905,
|
| 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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"per_pair": {
|
| 35 |
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"seed0\u2194seed1": {
|
| 36 |
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"alive_source": "stats",
|
| 37 |
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"mcc_signed": 0.7400087756930157,
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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| 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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|
| 52 |
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|
| 53 |
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}
|
| 54 |
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},
|
| 55 |
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"seed0\u2194seed2": {
|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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| 73 |
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|
| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 78 |
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|
| 81 |
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| 83 |
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| 96 |
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|
| 97 |
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|
| 98 |
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|
| 100 |
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|
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|
| 135 |
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}
|
| 136 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/dict_metrics_step_final.json
ADDED
|
@@ -0,0 +1,545 @@
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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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| 13 |
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| 14 |
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/config.json
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|
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/model.safetensors
ADDED
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt
ADDED
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@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt
ADDED
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/l0_per_token.json
ADDED
|
@@ -0,0 +1,14 @@
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|
| 1 |
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| 2 |
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| 3 |
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}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/max_act_per_token.pt
ADDED
|
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/mean_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/meta.json
ADDED
|
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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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| 20 |
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| 21 |
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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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}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed0/stats.fineweb.split_train.seed_no/sparsity_per_token.pt
ADDED
|
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size 50387
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/config.json
ADDED
|
@@ -0,0 +1,12 @@
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| 1 |
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{
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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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|
| 11 |
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|
| 12 |
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}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/active_count_hist_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/firing_rate_per_latent.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
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| 1 |
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/l0_per_token.json
ADDED
|
@@ -0,0 +1,14 @@
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|
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|
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|
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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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| 14 |
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}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/max_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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size 50382
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/mean_act_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
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lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/meta.json
ADDED
|
@@ -0,0 +1,26 @@
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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 |
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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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|
| 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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| 17 |
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| 18 |
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|
| 20 |
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|
| 21 |
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| 22 |
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| 24 |
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|
| 25 |
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|
| 26 |
+
}
|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed1/stats.fineweb.split_train.seed_no/sparsity_per_token.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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| 1 |
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|
lm/gpt2-small_layer8/batchtopk/x16/l0_32/seed2/config.json
ADDED
|
@@ -0,0 +1,12 @@
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|
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|
| 1 |
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|
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|
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| 5 |
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|
| 6 |
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| 7 |
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|
| 8 |
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|
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|
| 10 |
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|
| 11 |
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| 12 |
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