Copy SAE layer 13 from model repo
Browse files- layer_13_s0/checkpoint_full.pt +3 -0
- layer_13_s0/meta.json +111 -0
- layer_13_s0/sae.pt +3 -0
layer_13_s0/checkpoint_full.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3798290e326a7a1b7680dfe0abce539059947dddf5eba8c5be47834f9cb9cedd
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size 1813939595
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layer_13_s0/meta.json
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{
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"layer": 13,
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"seed": 0,
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"model_id": "google/gemma-4-E2B-it",
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"d_in": 1536,
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"n_features": 49152,
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"k": 50,
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"batch_tokens": 32768,
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"n_steps": 1751,
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"lr": 0.0002,
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"lambda_l0": 0.0020103728068267667,
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"tier": "mid",
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"preflight": {
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"activation_norm_probe": 1.0544369220733643,
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"activation_norm_ref": 0.7526426911354065,
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"initial_l0_probe": 71.7044677734375,
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"initial_lr_multiplier": 1.2144578303298121,
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"early_pulse_multiplier": 1.0347271484375,
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"layer_lr_multiplier": 1.0
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},
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"scheduler_mode": "BASELINE",
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"scheduler_phase": "DESCENT",
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"scheduler_phase_summary": {
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"phase": "DESCENT",
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"phase_step": 1750,
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"pin_entry_step": null,
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"pinned_lambda": null,
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"pin_ev_count": 0,
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"pin_retry_count": 0
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},
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"scheduler_transitions": 0,
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"total_tokens": 57376768,
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"early_stopped": true,
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"path": "rolling",
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"best_ev": 0.7890679836549388,
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"best_ev_step": 1750,
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"final_metrics": {
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"recon_loss": 0.230602,
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"mean_l0": 51.44,
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"dead_pct": 0.0,
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"resampled": 0,
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"ev": 0.7866328055011582,
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"nonlinear_err": null,
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"linear_err": null,
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"qo_gap": 0.3378,
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"activation_norm_probe": 1.0544369220733643,
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"activation_norm_ref": 0.7526426911354065,
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"initial_l0_probe": 71.7044677734375,
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"initial_lr_multiplier": 1.2144578303298121,
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"early_pulse_multiplier": 1.0347271484375,
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"layer_lr_multiplier": 1.0
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},
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"training_curve": {
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"recon_loss": [
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0.414945,
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0.324932,
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0.278025,
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0.257128,
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0.235118,
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0.236338,
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0.230602
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],
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"mean_l0": [
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26.38,
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28.07,
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33.46,
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42.37,
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49.04,
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51.44,
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51.44
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],
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"dead_pct": [
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0.0,
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0.0,
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0.0,
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0.0,
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0.0,
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0.0,
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0.0
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],
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"resampled": [
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0,
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0,
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0,
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0,
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0
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],
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"ev": [
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0.6252005866611364,
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0.7063686359262689,
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0.7477332426911638,
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0.7674794653305139,
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0.78776118338137,
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0.7866328055011582,
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| 97 |
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0.7866328055011582
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| 98 |
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],
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"nonlinear_err": [],
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"linear_err": [],
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| 101 |
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"qo_gap": [
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0.4889,
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0.4331,
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0.4015,
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0.3683,
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0.3485,
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0.3352,
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0.3378
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]
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| 110 |
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}
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}
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layer_13_s0/sae.pt
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
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|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4ecb46ff6d524ac1a5578f4563a07659c94e687593db52a65d234031717ce8c9
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| 3 |
+
size 604381549
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