Copy SAE layer 28 from model repo
Browse files- layer_28_s0/checkpoint_full.pt +3 -0
- layer_28_s0/meta.json +117 -0
- layer_28_s0/sae.pt +3 -0
layer_28_s0/checkpoint_full.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ecf1edfd94e842bab281f676cfcc6d3c2a3864ca1971206316007411807f1f5c
|
| 3 |
+
size 1813939659
|
layer_28_s0/meta.json
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"layer": 28,
|
| 3 |
+
"seed": 0,
|
| 4 |
+
"model_id": "google/gemma-4-E2B-it",
|
| 5 |
+
"d_in": 1536,
|
| 6 |
+
"n_features": 49152,
|
| 7 |
+
"k": 50,
|
| 8 |
+
"batch_tokens": 32768,
|
| 9 |
+
"n_steps": 2001,
|
| 10 |
+
"lr": 0.0002,
|
| 11 |
+
"lambda_l0": 1.0146211969683001e-06,
|
| 12 |
+
"tier": "mid",
|
| 13 |
+
"preflight": {
|
| 14 |
+
"activation_norm_probe": 2.982285261154175,
|
| 15 |
+
"activation_norm_ref": 0.7526426911354065,
|
| 16 |
+
"initial_l0_probe": 71.95849609375,
|
| 17 |
+
"initial_lr_multiplier": 1.65,
|
| 18 |
+
"early_pulse_multiplier": 1.11513359375,
|
| 19 |
+
"layer_lr_multiplier": 1.27
|
| 20 |
+
},
|
| 21 |
+
"scheduler_mode": "BASELINE",
|
| 22 |
+
"scheduler_phase": "DESCENT",
|
| 23 |
+
"scheduler_phase_summary": {
|
| 24 |
+
"phase": "DESCENT",
|
| 25 |
+
"phase_step": 2000,
|
| 26 |
+
"pin_entry_step": null,
|
| 27 |
+
"pinned_lambda": null,
|
| 28 |
+
"pin_ev_count": 0,
|
| 29 |
+
"pin_retry_count": 0
|
| 30 |
+
},
|
| 31 |
+
"scheduler_transitions": 0,
|
| 32 |
+
"total_tokens": 65568768,
|
| 33 |
+
"early_stopped": true,
|
| 34 |
+
"path": "rolling",
|
| 35 |
+
"best_ev": 0.9425579824331939,
|
| 36 |
+
"best_ev_step": 2000,
|
| 37 |
+
"final_metrics": {
|
| 38 |
+
"recon_loss": 0.474029,
|
| 39 |
+
"mean_l0": 49.5,
|
| 40 |
+
"dead_pct": 0.0,
|
| 41 |
+
"resampled": 0,
|
| 42 |
+
"ev": 0.9438821718753864,
|
| 43 |
+
"nonlinear_err": null,
|
| 44 |
+
"linear_err": null,
|
| 45 |
+
"qo_gap": 0.729,
|
| 46 |
+
"activation_norm_probe": 2.982285261154175,
|
| 47 |
+
"activation_norm_ref": 0.7526426911354065,
|
| 48 |
+
"initial_l0_probe": 71.95849609375,
|
| 49 |
+
"initial_lr_multiplier": 1.65,
|
| 50 |
+
"early_pulse_multiplier": 1.11513359375,
|
| 51 |
+
"layer_lr_multiplier": 1.27
|
| 52 |
+
},
|
| 53 |
+
"training_curve": {
|
| 54 |
+
"recon_loss": [
|
| 55 |
+
0.915491,
|
| 56 |
+
0.662518,
|
| 57 |
+
0.60314,
|
| 58 |
+
0.572743,
|
| 59 |
+
0.523826,
|
| 60 |
+
0.468072,
|
| 61 |
+
0.460126,
|
| 62 |
+
0.474029
|
| 63 |
+
],
|
| 64 |
+
"mean_l0": [
|
| 65 |
+
23.52,
|
| 66 |
+
25.14,
|
| 67 |
+
26.01,
|
| 68 |
+
29.26,
|
| 69 |
+
32.46,
|
| 70 |
+
38.76,
|
| 71 |
+
44.4,
|
| 72 |
+
49.5
|
| 73 |
+
],
|
| 74 |
+
"dead_pct": [
|
| 75 |
+
0.0,
|
| 76 |
+
0.0,
|
| 77 |
+
0.0,
|
| 78 |
+
0.0,
|
| 79 |
+
0.0,
|
| 80 |
+
0.0,
|
| 81 |
+
0.0,
|
| 82 |
+
0.0
|
| 83 |
+
],
|
| 84 |
+
"resampled": [
|
| 85 |
+
0,
|
| 86 |
+
0,
|
| 87 |
+
0,
|
| 88 |
+
0,
|
| 89 |
+
0,
|
| 90 |
+
0,
|
| 91 |
+
0,
|
| 92 |
+
0
|
| 93 |
+
],
|
| 94 |
+
"ev": [
|
| 95 |
+
0.8912912938290513,
|
| 96 |
+
0.9191840790466639,
|
| 97 |
+
0.9252288325698044,
|
| 98 |
+
0.93115186118049,
|
| 99 |
+
0.9355976847491873,
|
| 100 |
+
0.9456808285407405,
|
| 101 |
+
0.9442700293494312,
|
| 102 |
+
0.9438821718753864
|
| 103 |
+
],
|
| 104 |
+
"nonlinear_err": [],
|
| 105 |
+
"linear_err": [],
|
| 106 |
+
"qo_gap": [
|
| 107 |
+
0.8181,
|
| 108 |
+
0.7608,
|
| 109 |
+
0.7542,
|
| 110 |
+
0.7478,
|
| 111 |
+
0.7418,
|
| 112 |
+
0.7422,
|
| 113 |
+
0.7308,
|
| 114 |
+
0.729
|
| 115 |
+
]
|
| 116 |
+
}
|
| 117 |
+
}
|
layer_28_s0/sae.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8d78c3771fc288a97dffbfa74f91efbf537ee30d5b82b73d05595744d8d596a
|
| 3 |
+
size 604381549
|