Copy SAE layer 07 from model repo
Browse files- layer_07_s0/checkpoint_full.pt +3 -0
- layer_07_s0/meta.json +123 -0
- layer_07_s0/sae.pt +3 -0
layer_07_s0/checkpoint_full.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7d91af1810785c1774cb1b5f04b4cab9a13323cae24587fb34d23d0f19ea46b8
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size 1813939659
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layer_07_s0/meta.json
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{
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"layer": 7,
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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": 2251,
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"lr": 0.0002,
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"lambda_l0": 0.0024335731149523264,
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"tier": "hot",
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"preflight": {
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"activation_norm_probe": 1.9035043716430664,
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"activation_norm_ref": 0.7526426911354065,
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"initial_l0_probe": 73.7568359375,
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"initial_lr_multiplier": 1.38848607421875,
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"early_pulse_multiplier": 1.0380109375,
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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": 2250,
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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": 73760768,
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"early_stopped": true,
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"path": "rolling",
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"best_ev": 0.887174318661688,
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"best_ev_step": 2250,
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"final_metrics": {
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"recon_loss": 0.40662,
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"mean_l0": 54.03,
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"dead_pct": 0.05,
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"resampled": 0,
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"ev": 0.8829022625260926,
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"nonlinear_err": null,
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"linear_err": null,
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"qo_gap": 0.5751,
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"activation_norm_probe": 1.9035043716430664,
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"activation_norm_ref": 0.7526426911354065,
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"initial_l0_probe": 73.7568359375,
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"initial_lr_multiplier": 1.38848607421875,
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"early_pulse_multiplier": 1.0380109375,
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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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0.759534,
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0.564234,
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0.504369,
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0.473569,
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0.448216,
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0.429189,
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0.405692,
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0.421836,
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0.40662
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],
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"mean_l0": [
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27.3,
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24.02,
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27.84,
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34.58,
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43.6,
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49.4,
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52.09,
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54.03,
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54.03
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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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0.05,
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0.05
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],
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"resampled": [
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],
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"ev": [
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0.8435534643165767,
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0.8588133884906894,
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0.8691698368247887,
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0.876687609077562,
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0.8814951364403588,
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0.8868537287982431,
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0.8829022625260926,
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0.8829022625260926
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],
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"nonlinear_err": [],
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| 110 |
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"linear_err": [],
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| 111 |
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"qo_gap": [
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| 112 |
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0.6914,
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0.6464,
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0.6241,
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0.5847,
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0.5815,
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0.5783,
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0.5751
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]
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}
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}
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layer_07_s0/sae.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ac6a4988e26fe9556c11b9c3c1d7505daf1969582be76f5ba951e028831fc49e
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| 3 |
+
size 604381549
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