Copy SAE layer 00 from model repo
Browse files- layer_00_s0/checkpoint_full.pt +3 -0
- layer_00_s0/meta.json +93 -0
- layer_00_s0/sae.pt +3 -0
layer_00_s0/checkpoint_full.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:175b67e1e062a5951037ca89cbcfbdb3f422d5518c1aa192cb15ab5bf9dae4a9
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size 1813939595
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layer_00_s0/meta.json
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{
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"layer": 0,
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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": 1001,
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"lr": 0.0002,
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"lambda_l0": 0.0013964177091752212,
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"tier": "hot",
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"preflight": {
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"activation_norm_probe": 1.0175825357437134,
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"activation_norm_ref": 1.0175825357437134,
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"initial_l0_probe": 72.9351806640625,
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"initial_lr_multiplier": 1.027522216796875,
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"early_pulse_multiplier": 1.0366962890625,
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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": 1000,
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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": 32800768,
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"early_stopped": true,
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"path": "rolling",
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"best_ev": 0.9752257731550019,
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"best_ev_step": 1000,
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"final_metrics": {
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"recon_loss": 0.025219,
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"mean_l0": 51.32,
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"dead_pct": 0.01,
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"resampled": 0,
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"ev": 0.9757680552057156,
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"nonlinear_err": null,
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"linear_err": null,
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"qo_gap": 0.7451,
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"activation_norm_probe": 1.0175825357437134,
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"activation_norm_ref": 1.0175825357437134,
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"initial_l0_probe": 72.9351806640625,
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"initial_lr_multiplier": 1.027522216796875,
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"early_pulse_multiplier": 1.0366962890625,
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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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0.049612,
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0.033624,
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0.027029,
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0.025219
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],
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"mean_l0": [
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25.99,
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27.05,
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44.8,
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51.32
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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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0.01
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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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],
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"ev": [
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0.9525230881962222,
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0.9675095414076791,
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0.9740276235449807,
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0.9757680552057156
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],
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"nonlinear_err": [],
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"linear_err": [],
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"qo_gap": [
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0.8329,
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0.8144,
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0.7693,
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0.7451
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]
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}
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}
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layer_00_s0/sae.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:726d2d473b3b3bbd1f1ca207339bdae3408ea003f463236b803e163fb907ee01
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size 604381549
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