Update EXPERIMENTS_LOG.md

EXPERIMENTS_LOG.md

@@ -317,4 +317,156 @@ Resolving data files: 100%|█████████████████
     "example_token_offset": 0,
     "step": 0
   }
+}
+
+
+root@a1a0f92ae357:/workspace/lol# uv run python v5/eval_inverter_v5_expert_noise_sweep.py \
+  --idx openwebtext_slice2m_ex200000_idx.npy \
+  --dataset vietgpt/openwebtext_en \
+  --model openai/gpt-oss-20b \
+  --seq-len 32 --layers 24 \
+  --max-tokens 2000000 --sample-tokens 20000 \
+  --batch-size 8 --topk 1,5,10 \
+  --checkpoint inverter_v5_l10_multihot.pt \
+  --d-model 768 --n-layer 6 --n-head 12 --d-ff 2048 \
+  --layer-hidden 64 --layer-proj 64 \
+  --logit-softcap 30 --layer-gating \
+  --attn-impl flash \
+  --start-state slice_start_ex200000.json \
+  --seed 0 \
+  --hard-exit
+Starting from --start-state: tokens_seen=0 example_index=200000 example_token_offset=0 step=0
+Resolving data files: 100%|████████████████████████| 20/20 [00:00<00:00, 12187.43it/s]
+{
+  "tokens": 20000,
+  "total_selections": 1920000,
+  "layers": 24,
+  "router_topk": 4,
+  "num_experts": 32,
+  "topk": [
+    1,
+    5,
+    10
+  ],
+  "seed": 0,
+  "noise_rates": [
+    0.0,
+    0.1,
+    0.2,
+    0.3,
+    0.4,
+    0.5,
+    0.6,
+    0.7,
+    0.8,
+    0.9
+  ],
+  "sweep": [
+    {
+      "noise_rate": 0.0,
+      "corrupted_selections": 0,
+      "corrupted_fraction_of_selections": 0.0,
+      "accuracy": {
+        "1": 0.9246,
+        "5": 0.95225,
+        "10": 0.9577
+      }
+    },
+    {
+      "noise_rate": 0.1,
+      "corrupted_selections": 192150,
+      "corrupted_fraction_of_selections": 0.100078125,
+      "accuracy": {
+        "1": 0.8495,
+        "5": 0.92405,
+        "10": 0.9365
+      }
+    },
+    {
+      "noise_rate": 0.2,
+      "corrupted_selections": 384922,
+      "corrupted_fraction_of_selections": 0.20048020833333333,
+      "accuracy": {
+        "1": 0.7106,
+        "5": 0.84445,
+        "10": 0.8712
+      }
+    },
+    {
+      "noise_rate": 0.3,
+      "corrupted_selections": 576725,
+      "corrupted_fraction_of_selections": 0.30037760416666665,
+      "accuracy": {
+        "1": 0.5306,
+        "5": 0.70185,
+        "10": 0.74955
+      }
+    },
+    {
+      "noise_rate": 0.4,
+      "corrupted_selections": 768106,
+      "corrupted_fraction_of_selections": 0.40005520833333336,
+      "accuracy": {
+        "1": 0.34935,
+        "5": 0.5246,
+        "10": 0.58145
+      }
+    },
+    {
+      "noise_rate": 0.5,
+      "corrupted_selections": 960347,
+      "corrupted_fraction_of_selections": 0.5001807291666667,
+      "accuracy": {
+        "1": 0.2057,
+        "5": 0.3411,
+        "10": 0.3963
+      }
+    },
+    {
+      "noise_rate": 0.6,
+      "corrupted_selections": 1152250,
+      "corrupted_fraction_of_selections": 0.6001302083333333,
+      "accuracy": {
+        "1": 0.10425,
+        "5": 0.1931,
+        "10": 0.2362
+      }
+    },
+    {
+      "noise_rate": 0.7,
+      "corrupted_selections": 1344639,
+      "corrupted_fraction_of_selections": 0.7003328125,
+      "accuracy": {
+        "1": 0.0444,
+        "5": 0.0924,
+        "10": 0.12095
+      }
+    },
+    {
+      "noise_rate": 0.8,
+      "corrupted_selections": 1535823,
+      "corrupted_fraction_of_selections": 0.7999078125,
+      "accuracy": {
+        "1": 0.0152,
+        "5": 0.0358,
+        "10": 0.05015
+      }
+    },
+    {
+      "noise_rate": 0.9,
+      "corrupted_selections": 1727960,
+      "corrupted_fraction_of_selections": 0.8999791666666667,
+      "accuracy": {
+        "1": 0.004,
+        "5": 0.01035,
+        "10": 0.01645
+      }
+    }
+  ],
+  "start_state": {
+    "tokens_seen": 0,
+    "example_index": 200000,
+    "example_token_offset": 0,
+    "step": 0
+  }
 }