diff --git a/e2/e2_l1_gsm8k_r16_s17/config.json b/e2/e2_l1_gsm8k_r16_s17/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..92a6b7469c8dbd04861ceb2f67499433b337a296
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s17/config.json
@@ -0,0 +1,41 @@
+{
+ "run_id": "e2_l1_gsm8k_r16_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 5000,
+ "lora_r": 16,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.01,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "momentum": 0.0,
+ "adam_eps": 1e-08,
+ "grad_clip": 1.0,
+ "snapshot_every": 25,
+ "probe_every": 50,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l1_gsm8k_r16_s17/log.txt b/e2/e2_l1_gsm8k_r16_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a9b817e9f3db1373b818d6ca35762862e72fcbde
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s17/log.txt
@@ -0,0 +1,105 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5748.95it/s]
+[e2_l1_gsm8k_r16_s17] step 50/5000 loss 0.4826 (39s)
+[e2_l1_gsm8k_r16_s17] step 100/5000 loss 0.4376 (75s)
+[e2_l1_gsm8k_r16_s17] step 150/5000 loss 0.4378 (109s)
+[e2_l1_gsm8k_r16_s17] step 200/5000 loss 0.4157 (145s)
+[e2_l1_gsm8k_r16_s17] step 250/5000 loss 0.4180 (180s)
+[e2_l1_gsm8k_r16_s17] step 300/5000 loss 0.4197 (216s)
+[e2_l1_gsm8k_r16_s17] step 350/5000 loss 0.4321 (251s)
+[e2_l1_gsm8k_r16_s17] step 400/5000 loss 0.4352 (287s)
+[e2_l1_gsm8k_r16_s17] step 450/5000 loss 0.4425 (321s)
+[e2_l1_gsm8k_r16_s17] step 500/5000 loss 0.4078 (357s)
+[e2_l1_gsm8k_r16_s17] step 550/5000 loss 0.4228 (392s)
+[e2_l1_gsm8k_r16_s17] step 600/5000 loss 0.4144 (428s)
+[e2_l1_gsm8k_r16_s17] step 650/5000 loss 0.4009 (463s)
+[e2_l1_gsm8k_r16_s17] step 700/5000 loss 0.4163 (499s)
+[e2_l1_gsm8k_r16_s17] step 750/5000 loss 0.4011 (533s)
+[e2_l1_gsm8k_r16_s17] step 800/5000 loss 0.4085 (569s)
+[e2_l1_gsm8k_r16_s17] step 850/5000 loss 0.3930 (603s)
+[e2_l1_gsm8k_r16_s17] step 900/5000 loss 0.3747 (640s)
+[e2_l1_gsm8k_r16_s17] step 950/5000 loss 0.3546 (674s)
+[e2_l1_gsm8k_r16_s17] step 1000/5000 loss 0.3523 (710s)
+[e2_l1_gsm8k_r16_s17] step 1050/5000 loss 0.3593 (745s)
+[e2_l1_gsm8k_r16_s17] step 1100/5000 loss 0.3580 (781s)
+[e2_l1_gsm8k_r16_s17] step 1150/5000 loss 0.3516 (815s)
+[e2_l1_gsm8k_r16_s17] step 1200/5000 loss 0.3781 (852s)
+[e2_l1_gsm8k_r16_s17] step 1250/5000 loss 0.3846 (886s)
+[e2_l1_gsm8k_r16_s17] step 1300/5000 loss 0.3736 (922s)
+[e2_l1_gsm8k_r16_s17] step 1350/5000 loss 0.3573 (957s)
+[e2_l1_gsm8k_r16_s17] step 1400/5000 loss 0.3528 (993s)
+[e2_l1_gsm8k_r16_s17] step 1450/5000 loss 0.3636 (1028s)
+[e2_l1_gsm8k_r16_s17] step 1500/5000 loss 0.3514 (1064s)
+[e2_l1_gsm8k_r16_s17] step 1550/5000 loss 0.3600 (1099s)
+[e2_l1_gsm8k_r16_s17] step 1600/5000 loss 0.3609 (1135s)
+[e2_l1_gsm8k_r16_s17] step 1650/5000 loss 0.3552 (1169s)
+[e2_l1_gsm8k_r16_s17] step 1700/5000 loss 0.3753 (1206s)
+[e2_l1_gsm8k_r16_s17] step 1750/5000 loss 0.3528 (1240s)
+[e2_l1_gsm8k_r16_s17] step 1800/5000 loss 0.3007 (1276s)
+[e2_l1_gsm8k_r16_s17] step 1850/5000 loss 0.3108 (1310s)
+[e2_l1_gsm8k_r16_s17] step 1900/5000 loss 0.2861 (1346s)
+[e2_l1_gsm8k_r16_s17] step 1950/5000 loss 0.3095 (1380s)
+[e2_l1_gsm8k_r16_s17] step 2000/5000 loss 0.2899 (1416s)
+[e2_l1_gsm8k_r16_s17] step 2050/5000 loss 0.3086 (1450s)
+[e2_l1_gsm8k_r16_s17] step 2100/5000 loss 0.2950 (1486s)
+[e2_l1_gsm8k_r16_s17] step 2150/5000 loss 0.3097 (1520s)
+[e2_l1_gsm8k_r16_s17] step 2200/5000 loss 0.2895 (1556s)
+[e2_l1_gsm8k_r16_s17] step 2250/5000 loss 0.3017 (1590s)
+[e2_l1_gsm8k_r16_s17] step 2300/5000 loss 0.3035 (1626s)
+[e2_l1_gsm8k_r16_s17] step 2350/5000 loss 0.3194 (1660s)
+[e2_l1_gsm8k_r16_s17] step 2400/5000 loss 0.3071 (1696s)
+[e2_l1_gsm8k_r16_s17] step 2450/5000 loss 0.3159 (1730s)
+[e2_l1_gsm8k_r16_s17] step 2500/5000 loss 0.3138 (1765s)
+[e2_l1_gsm8k_r16_s17] step 2550/5000 loss 0.3119 (1799s)
+[e2_l1_gsm8k_r16_s17] step 2600/5000 loss 0.3166 (1835s)
+[e2_l1_gsm8k_r16_s17] step 2650/5000 loss 0.2338 (1869s)
+[e2_l1_gsm8k_r16_s17] step 2700/5000 loss 0.2358 (1905s)
+[e2_l1_gsm8k_r16_s17] step 2750/5000 loss 0.2420 (1939s)
+[e2_l1_gsm8k_r16_s17] step 2800/5000 loss 0.2503 (1974s)
+[e2_l1_gsm8k_r16_s17] step 2850/5000 loss 0.2544 (2009s)
+[e2_l1_gsm8k_r16_s17] step 2900/5000 loss 0.2573 (2044s)
+[e2_l1_gsm8k_r16_s17] step 2950/5000 loss 0.2417 (2078s)
+[e2_l1_gsm8k_r16_s17] step 3000/5000 loss 0.2441 (2114s)
+[e2_l1_gsm8k_r16_s17] step 3050/5000 loss 0.2679 (2148s)
+[e2_l1_gsm8k_r16_s17] step 3100/5000 loss 0.2467 (2184s)
+[e2_l1_gsm8k_r16_s17] step 3150/5000 loss 0.2809 (2218s)
+[e2_l1_gsm8k_r16_s17] step 3200/5000 loss 0.2518 (2254s)
+[e2_l1_gsm8k_r16_s17] step 3250/5000 loss 0.2464 (2288s)
+[e2_l1_gsm8k_r16_s17] step 3300/5000 loss 0.2478 (2323s)
+[e2_l1_gsm8k_r16_s17] step 3350/5000 loss 0.2743 (2358s)
+[e2_l1_gsm8k_r16_s17] step 3400/5000 loss 0.2525 (2393s)
+[e2_l1_gsm8k_r16_s17] step 3450/5000 loss 0.2641 (2427s)
+[e2_l1_gsm8k_r16_s17] step 3500/5000 loss 0.2110 (2463s)
+[e2_l1_gsm8k_r16_s17] step 3550/5000 loss 0.1930 (2497s)
+[e2_l1_gsm8k_r16_s17] step 3600/5000 loss 0.1958 (2532s)
+[e2_l1_gsm8k_r16_s17] step 3650/5000 loss 0.1777 (2566s)
+[e2_l1_gsm8k_r16_s17] step 3700/5000 loss 0.1976 (2602s)
+[e2_l1_gsm8k_r16_s17] step 3750/5000 loss 0.1900 (2637s)
+[e2_l1_gsm8k_r16_s17] step 3800/5000 loss 0.2005 (2672s)
+[e2_l1_gsm8k_r16_s17] step 3850/5000 loss 0.1928 (2707s)
+[e2_l1_gsm8k_r16_s17] step 3900/5000 loss 0.1928 (2742s)
+[e2_l1_gsm8k_r16_s17] step 3950/5000 loss 0.2053 (2776s)
+[e2_l1_gsm8k_r16_s17] step 4000/5000 loss 0.2184 (2812s)
+[e2_l1_gsm8k_r16_s17] step 4050/5000 loss 0.2017 (2846s)
+[e2_l1_gsm8k_r16_s17] step 4100/5000 loss 0.1974 (2882s)
+[e2_l1_gsm8k_r16_s17] step 4150/5000 loss 0.2044 (2916s)
+[e2_l1_gsm8k_r16_s17] step 4200/5000 loss 0.1909 (2952s)
+[e2_l1_gsm8k_r16_s17] step 4250/5000 loss 0.2082 (2986s)
+[e2_l1_gsm8k_r16_s17] step 4300/5000 loss 0.2119 (3022s)
+[e2_l1_gsm8k_r16_s17] step 4350/5000 loss 0.2083 (3057s)
+[e2_l1_gsm8k_r16_s17] step 4400/5000 loss 0.1382 (3093s)
+[e2_l1_gsm8k_r16_s17] step 4450/5000 loss 0.1351 (3128s)
+[e2_l1_gsm8k_r16_s17] step 4500/5000 loss 0.1321 (3164s)
+[e2_l1_gsm8k_r16_s17] step 4550/5000 loss 0.1399 (3199s)
+[e2_l1_gsm8k_r16_s17] step 4600/5000 loss 0.1469 (3235s)
+[e2_l1_gsm8k_r16_s17] step 4650/5000 loss 0.1573 (3270s)
+[e2_l1_gsm8k_r16_s17] step 4700/5000 loss 0.1505 (3306s)
+[e2_l1_gsm8k_r16_s17] step 4750/5000 loss 0.1445 (3341s)
+[e2_l1_gsm8k_r16_s17] step 4800/5000 loss 0.1382 (3377s)
+[e2_l1_gsm8k_r16_s17] step 4850/5000 loss 0.1452 (3412s)
+[e2_l1_gsm8k_r16_s17] step 4900/5000 loss 0.1506 (3448s)
+[e2_l1_gsm8k_r16_s17] step 4950/5000 loss 0.1651 (3483s)
+[e2_l1_gsm8k_r16_s17] step 5000/5000 loss 0.1476 (3519s)
+[e2_l1_gsm8k_r16_s17] DONE in 3519s -> runs/e2_l1_gsm8k_r16_s17
diff --git a/e2/e2_l1_gsm8k_r16_s17/meta.json b/e2/e2_l1_gsm8k_r16_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..515801eaaae8fb59b70df17e7a24b0d80f71026c
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s17/meta.json
@@ -0,0 +1,2388 @@
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5295.39it/s]
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+[e2_l1_gsm8k_r16_s18] step 1600/5000 loss 0.3607 (1138s)
+[e2_l1_gsm8k_r16_s18] step 1650/5000 loss 0.3540 (1173s)
+[e2_l1_gsm8k_r16_s18] step 1700/5000 loss 0.3746 (1209s)
+[e2_l1_gsm8k_r16_s18] step 1750/5000 loss 0.3529 (1244s)
+[e2_l1_gsm8k_r16_s18] step 1800/5000 loss 0.3006 (1280s)
+[e2_l1_gsm8k_r16_s18] step 1850/5000 loss 0.3107 (1315s)
+[e2_l1_gsm8k_r16_s18] step 1900/5000 loss 0.2853 (1351s)
+[e2_l1_gsm8k_r16_s18] step 1950/5000 loss 0.3103 (1385s)
+[e2_l1_gsm8k_r16_s18] step 2000/5000 loss 0.2874 (1422s)
+[e2_l1_gsm8k_r16_s18] step 2050/5000 loss 0.3125 (1456s)
+[e2_l1_gsm8k_r16_s18] step 2100/5000 loss 0.2946 (1493s)
+[e2_l1_gsm8k_r16_s18] step 2150/5000 loss 0.3116 (1527s)
+[e2_l1_gsm8k_r16_s18] step 2200/5000 loss 0.2910 (1564s)
+[e2_l1_gsm8k_r16_s18] step 2250/5000 loss 0.3036 (1598s)
+[e2_l1_gsm8k_r16_s18] step 2300/5000 loss 0.3016 (1635s)
+[e2_l1_gsm8k_r16_s18] step 2350/5000 loss 0.3170 (1669s)
+[e2_l1_gsm8k_r16_s18] step 2400/5000 loss 0.3073 (1706s)
+[e2_l1_gsm8k_r16_s18] step 2450/5000 loss 0.3163 (1740s)
+[e2_l1_gsm8k_r16_s18] step 2500/5000 loss 0.3140 (1777s)
+[e2_l1_gsm8k_r16_s18] step 2550/5000 loss 0.3140 (1811s)
+[e2_l1_gsm8k_r16_s18] step 2600/5000 loss 0.3209 (1848s)
+[e2_l1_gsm8k_r16_s18] step 2650/5000 loss 0.2374 (1882s)
+[e2_l1_gsm8k_r16_s18] step 2700/5000 loss 0.2331 (1918s)
+[e2_l1_gsm8k_r16_s18] step 2750/5000 loss 0.2403 (1953s)
+[e2_l1_gsm8k_r16_s18] step 2800/5000 loss 0.2479 (1989s)
+[e2_l1_gsm8k_r16_s18] step 2850/5000 loss 0.2564 (2024s)
+[e2_l1_gsm8k_r16_s18] step 2900/5000 loss 0.2570 (2060s)
+[e2_l1_gsm8k_r16_s18] step 2950/5000 loss 0.2403 (2095s)
+[e2_l1_gsm8k_r16_s18] step 3000/5000 loss 0.2455 (2131s)
+[e2_l1_gsm8k_r16_s18] step 3050/5000 loss 0.2700 (2166s)
+[e2_l1_gsm8k_r16_s18] step 3100/5000 loss 0.2463 (2202s)
+[e2_l1_gsm8k_r16_s18] step 3150/5000 loss 0.2783 (2237s)
+[e2_l1_gsm8k_r16_s18] step 3200/5000 loss 0.2484 (2273s)
+[e2_l1_gsm8k_r16_s18] step 3250/5000 loss 0.2472 (2308s)
+[e2_l1_gsm8k_r16_s18] step 3300/5000 loss 0.2471 (2344s)
+[e2_l1_gsm8k_r16_s18] step 3350/5000 loss 0.2747 (2379s)
+[e2_l1_gsm8k_r16_s18] step 3400/5000 loss 0.2482 (2415s)
+[e2_l1_gsm8k_r16_s18] step 3450/5000 loss 0.2631 (2450s)
+[e2_l1_gsm8k_r16_s18] step 3500/5000 loss 0.2121 (2486s)
+[e2_l1_gsm8k_r16_s18] step 3550/5000 loss 0.1912 (2521s)
+[e2_l1_gsm8k_r16_s18] step 3600/5000 loss 0.1949 (2557s)
+[e2_l1_gsm8k_r16_s18] step 3650/5000 loss 0.1770 (2592s)
+[e2_l1_gsm8k_r16_s18] step 3700/5000 loss 0.2005 (2628s)
+[e2_l1_gsm8k_r16_s18] step 3750/5000 loss 0.1899 (2663s)
+[e2_l1_gsm8k_r16_s18] step 3800/5000 loss 0.1986 (2699s)
+[e2_l1_gsm8k_r16_s18] step 3850/5000 loss 0.1922 (2734s)
+[e2_l1_gsm8k_r16_s18] step 3900/5000 loss 0.1903 (2770s)
+[e2_l1_gsm8k_r16_s18] step 3950/5000 loss 0.2010 (2805s)
+[e2_l1_gsm8k_r16_s18] step 4000/5000 loss 0.2173 (2841s)
+[e2_l1_gsm8k_r16_s18] step 4050/5000 loss 0.2018 (2876s)
+[e2_l1_gsm8k_r16_s18] step 4100/5000 loss 0.2018 (2912s)
+[e2_l1_gsm8k_r16_s18] step 4150/5000 loss 0.2059 (2947s)
+[e2_l1_gsm8k_r16_s18] step 4200/5000 loss 0.1916 (2983s)
+[e2_l1_gsm8k_r16_s18] step 4250/5000 loss 0.2085 (3018s)
+[e2_l1_gsm8k_r16_s18] step 4300/5000 loss 0.2140 (3054s)
+[e2_l1_gsm8k_r16_s18] step 4350/5000 loss 0.2068 (3089s)
+[e2_l1_gsm8k_r16_s18] step 4400/5000 loss 0.1412 (3125s)
+[e2_l1_gsm8k_r16_s18] step 4450/5000 loss 0.1339 (3159s)
+[e2_l1_gsm8k_r16_s18] step 4500/5000 loss 0.1314 (3195s)
+[e2_l1_gsm8k_r16_s18] step 4550/5000 loss 0.1380 (3230s)
+[e2_l1_gsm8k_r16_s18] step 4600/5000 loss 0.1458 (3266s)
+[e2_l1_gsm8k_r16_s18] step 4650/5000 loss 0.1583 (3301s)
+[e2_l1_gsm8k_r16_s18] step 4700/5000 loss 0.1489 (3337s)
+[e2_l1_gsm8k_r16_s18] step 4750/5000 loss 0.1446 (3372s)
+[e2_l1_gsm8k_r16_s18] step 4800/5000 loss 0.1354 (3408s)
+[e2_l1_gsm8k_r16_s18] step 4850/5000 loss 0.1436 (3443s)
+[e2_l1_gsm8k_r16_s18] step 4900/5000 loss 0.1500 (3479s)
+[e2_l1_gsm8k_r16_s18] step 4950/5000 loss 0.1628 (3514s)
+[e2_l1_gsm8k_r16_s18] step 5000/5000 loss 0.1503 (3550s)
+[e2_l1_gsm8k_r16_s18] DONE in 3550s -> runs/e2_l1_gsm8k_r16_s18
diff --git a/e2/e2_l1_gsm8k_r16_s18/meta.json b/e2/e2_l1_gsm8k_r16_s18/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..407a907934e6a80df9c13658c46c7b894f15894f
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s18/meta.json
@@ -0,0 +1,2388 @@
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+}
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--- /dev/null
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+{
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+ "model_id": "Qwen/Qwen3-0.6B-Base",
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+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l1_gsm8k_r16_s19/log.txt b/e2/e2_l1_gsm8k_r16_s19/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11ecc2d87eb2c3793a573b576abc6231aa81a39e
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s19/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 7134.97it/s]
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+[e2_l1_gsm8k_r16_s19] step 4200/5000 loss 0.1960 (2962s)
+[e2_l1_gsm8k_r16_s19] step 4250/5000 loss 0.2133 (2996s)
+[e2_l1_gsm8k_r16_s19] step 4300/5000 loss 0.2156 (3031s)
+[e2_l1_gsm8k_r16_s19] step 4350/5000 loss 0.2084 (3065s)
+[e2_l1_gsm8k_r16_s19] step 4400/5000 loss 0.1432 (3101s)
+[e2_l1_gsm8k_r16_s19] step 4450/5000 loss 0.1342 (3135s)
+[e2_l1_gsm8k_r16_s19] step 4500/5000 loss 0.1319 (3170s)
+[e2_l1_gsm8k_r16_s19] step 4550/5000 loss 0.1401 (3204s)
+[e2_l1_gsm8k_r16_s19] step 4600/5000 loss 0.1460 (3240s)
+[e2_l1_gsm8k_r16_s19] step 4650/5000 loss 0.1596 (3274s)
+[e2_l1_gsm8k_r16_s19] step 4700/5000 loss 0.1475 (3310s)
+[e2_l1_gsm8k_r16_s19] step 4750/5000 loss 0.1438 (3344s)
+[e2_l1_gsm8k_r16_s19] step 4800/5000 loss 0.1381 (3379s)
+[e2_l1_gsm8k_r16_s19] step 4850/5000 loss 0.1452 (3413s)
+[e2_l1_gsm8k_r16_s19] step 4900/5000 loss 0.1524 (3449s)
+[e2_l1_gsm8k_r16_s19] step 4950/5000 loss 0.1663 (3483s)
+[e2_l1_gsm8k_r16_s19] step 5000/5000 loss 0.1522 (3519s)
+[e2_l1_gsm8k_r16_s19] DONE in 3519s -> runs/e2_l1_gsm8k_r16_s19
diff --git a/e2/e2_l1_gsm8k_r16_s19/meta.json b/e2/e2_l1_gsm8k_r16_s19/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7118e5e71d5ea9fec2aedcc2785bf3fb8a9eb90c
--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s19/meta.json
@@ -0,0 +1,2388 @@
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+}
\ No newline at end of file
diff --git a/e2/e2_l1_gsm8k_r16_s19/metrics.npz b/e2/e2_l1_gsm8k_r16_s19/metrics.npz
new file mode 100644
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--- /dev/null
+++ b/e2/e2_l1_gsm8k_r16_s19/metrics.npz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/e2/e2_l1_gsm8k_r16_s19/trajectory.dat.zst b/e2/e2_l1_gsm8k_r16_s19/trajectory.dat.zst
new file mode 100644
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+size 1690016723
diff --git a/e2/e2_l1_tulu_r16_s17/config.json b/e2/e2_l1_tulu_r16_s17/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e2e79ccf9d745cc10751779a611dc4d66c1d6ce
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s17/config.json
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+{
+ "run_id": "e2_l1_tulu_r16_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "tulu",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 5000,
+ "lora_r": 16,
+ "lora_alpha": null,
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+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l1_tulu_r16_s17/log.txt b/e2/e2_l1_tulu_r16_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2d14b6d9dce1931288f1c01549fd1277507b2db
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s17/log.txt
@@ -0,0 +1,105 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5585.29it/s]
+[e2_l1_tulu_r16_s17] step 50/5000 loss 1.0501 (40s)
+[e2_l1_tulu_r16_s17] step 100/5000 loss 1.0298 (75s)
+[e2_l1_tulu_r16_s17] step 150/5000 loss 1.0424 (110s)
+[e2_l1_tulu_r16_s17] step 200/5000 loss 1.1208 (145s)
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+[e2_l1_tulu_r16_s17] step 300/5000 loss 1.0030 (215s)
+[e2_l1_tulu_r16_s17] step 350/5000 loss 1.0433 (249s)
+[e2_l1_tulu_r16_s17] step 400/5000 loss 0.9598 (285s)
+[e2_l1_tulu_r16_s17] step 450/5000 loss 0.9741 (319s)
+[e2_l1_tulu_r16_s17] step 500/5000 loss 1.0208 (355s)
+[e2_l1_tulu_r16_s17] step 550/5000 loss 0.9226 (389s)
+[e2_l1_tulu_r16_s17] step 600/5000 loss 0.9756 (425s)
+[e2_l1_tulu_r16_s17] step 650/5000 loss 1.0230 (459s)
+[e2_l1_tulu_r16_s17] step 700/5000 loss 1.0072 (494s)
+[e2_l1_tulu_r16_s17] step 750/5000 loss 0.9760 (529s)
+[e2_l1_tulu_r16_s17] step 800/5000 loss 0.8946 (564s)
+[e2_l1_tulu_r16_s17] step 850/5000 loss 0.9845 (598s)
+[e2_l1_tulu_r16_s17] step 900/5000 loss 0.9848 (634s)
+[e2_l1_tulu_r16_s17] step 950/5000 loss 0.8796 (668s)
+[e2_l1_tulu_r16_s17] step 1000/5000 loss 0.9424 (704s)
+[e2_l1_tulu_r16_s17] step 1050/5000 loss 0.9029 (738s)
+[e2_l1_tulu_r16_s17] step 1100/5000 loss 0.9608 (774s)
+[e2_l1_tulu_r16_s17] step 1150/5000 loss 1.0799 (808s)
+[e2_l1_tulu_r16_s17] step 1200/5000 loss 0.9636 (844s)
+[e2_l1_tulu_r16_s17] step 1250/5000 loss 1.0823 (878s)
+[e2_l1_tulu_r16_s17] step 1300/5000 loss 0.9688 (914s)
+[e2_l1_tulu_r16_s17] step 1350/5000 loss 0.9043 (948s)
+[e2_l1_tulu_r16_s17] step 1400/5000 loss 1.0837 (983s)
+[e2_l1_tulu_r16_s17] step 1450/5000 loss 1.0019 (1018s)
+[e2_l1_tulu_r16_s17] step 1500/5000 loss 0.9575 (1053s)
+[e2_l1_tulu_r16_s17] step 1550/5000 loss 1.0839 (1087s)
+[e2_l1_tulu_r16_s17] step 1600/5000 loss 1.0007 (1123s)
+[e2_l1_tulu_r16_s17] step 1650/5000 loss 0.9333 (1157s)
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+[e2_l1_tulu_r16_s17] step 2450/5000 loss 1.0279 (1716s)
+[e2_l1_tulu_r16_s17] step 2500/5000 loss 0.9576 (1752s)
+[e2_l1_tulu_r16_s17] step 2550/5000 loss 0.8996 (1786s)
+[e2_l1_tulu_r16_s17] step 2600/5000 loss 0.9870 (1821s)
+[e2_l1_tulu_r16_s17] step 2650/5000 loss 0.9614 (1856s)
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+[e2_l1_tulu_r16_s17] step 3000/5000 loss 0.9022 (2101s)
+[e2_l1_tulu_r16_s17] step 3050/5000 loss 0.9181 (2135s)
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+[e2_l1_tulu_r16_s17] step 3650/5000 loss 0.9964 (2554s)
+[e2_l1_tulu_r16_s17] step 3700/5000 loss 0.9388 (2590s)
+[e2_l1_tulu_r16_s17] step 3750/5000 loss 0.9633 (2624s)
+[e2_l1_tulu_r16_s17] step 3800/5000 loss 1.0064 (2659s)
+[e2_l1_tulu_r16_s17] step 3850/5000 loss 0.9144 (2694s)
+[e2_l1_tulu_r16_s17] step 3900/5000 loss 0.9768 (2729s)
+[e2_l1_tulu_r16_s17] step 3950/5000 loss 0.9661 (2764s)
+[e2_l1_tulu_r16_s17] step 4000/5000 loss 0.9804 (2799s)
+[e2_l1_tulu_r16_s17] step 4050/5000 loss 1.0502 (2833s)
+[e2_l1_tulu_r16_s17] step 4100/5000 loss 0.9121 (2869s)
+[e2_l1_tulu_r16_s17] step 4150/5000 loss 0.9356 (2903s)
+[e2_l1_tulu_r16_s17] step 4200/5000 loss 0.8681 (2939s)
+[e2_l1_tulu_r16_s17] step 4250/5000 loss 0.9189 (2973s)
+[e2_l1_tulu_r16_s17] step 4300/5000 loss 0.8801 (3009s)
+[e2_l1_tulu_r16_s17] step 4350/5000 loss 1.0365 (3043s)
+[e2_l1_tulu_r16_s17] step 4400/5000 loss 0.9678 (3079s)
+[e2_l1_tulu_r16_s17] step 4450/5000 loss 0.9543 (3113s)
+[e2_l1_tulu_r16_s17] step 4500/5000 loss 1.0575 (3149s)
+[e2_l1_tulu_r16_s17] step 4550/5000 loss 0.9041 (3183s)
+[e2_l1_tulu_r16_s17] step 4600/5000 loss 0.9829 (3218s)
+[e2_l1_tulu_r16_s17] step 4650/5000 loss 0.9720 (3253s)
+[e2_l1_tulu_r16_s17] step 4700/5000 loss 0.8685 (3288s)
+[e2_l1_tulu_r16_s17] step 4750/5000 loss 0.8945 (3322s)
+[e2_l1_tulu_r16_s17] step 4800/5000 loss 0.9246 (3358s)
+[e2_l1_tulu_r16_s17] step 4850/5000 loss 0.9903 (3392s)
+[e2_l1_tulu_r16_s17] step 4900/5000 loss 0.9292 (3428s)
+[e2_l1_tulu_r16_s17] step 4950/5000 loss 0.9527 (3462s)
+[e2_l1_tulu_r16_s17] step 5000/5000 loss 0.9020 (3498s)
+[e2_l1_tulu_r16_s17] DONE in 3498s -> runs/e2_l1_tulu_r16_s17
diff --git a/e2/e2_l1_tulu_r16_s17/meta.json b/e2/e2_l1_tulu_r16_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d686295cb57a2e8e915f4a305e362aca63391fa4
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s17/meta.json
@@ -0,0 +1,2388 @@
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+}
\ No newline at end of file
diff --git a/e2/e2_l1_tulu_r16_s17/metrics.npz b/e2/e2_l1_tulu_r16_s17/metrics.npz
new file mode 100644
index 0000000000000000000000000000000000000000..ff2bb71fd834349e9cdf17965075b7c6df0d31a9
--- /dev/null
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diff --git a/e2/e2_l1_tulu_r16_s18/config.json b/e2/e2_l1_tulu_r16_s18/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..f32c689ac9c34fccc02a95b249217606390249cb
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s18/config.json
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+{
+ "run_id": "e2_l1_tulu_r16_s18",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "tulu",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 5000,
+ "lora_r": 16,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.01,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "momentum": 0.0,
+ "adam_eps": 1e-08,
+ "grad_clip": 1.0,
+ "snapshot_every": 25,
+ "probe_every": 50,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 18,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l1_tulu_r16_s18/log.txt b/e2/e2_l1_tulu_r16_s18/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59386452ea0e28c02ce586398d1159f65d757775
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s18/log.txt
@@ -0,0 +1,105 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5940.23it/s]
+[e2_l1_tulu_r16_s18] step 50/5000 loss 1.0501 (40s)
+[e2_l1_tulu_r16_s18] step 100/5000 loss 1.0289 (76s)
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+[e2_l1_tulu_r16_s18] step 4350/5000 loss 1.0368 (3043s)
+[e2_l1_tulu_r16_s18] step 4400/5000 loss 0.9694 (3078s)
+[e2_l1_tulu_r16_s18] step 4450/5000 loss 0.9542 (3112s)
+[e2_l1_tulu_r16_s18] step 4500/5000 loss 1.0562 (3148s)
+[e2_l1_tulu_r16_s18] step 4550/5000 loss 0.9045 (3182s)
+[e2_l1_tulu_r16_s18] step 4600/5000 loss 0.9823 (3218s)
+[e2_l1_tulu_r16_s18] step 4650/5000 loss 0.9715 (3252s)
+[e2_l1_tulu_r16_s18] step 4700/5000 loss 0.8694 (3287s)
+[e2_l1_tulu_r16_s18] step 4750/5000 loss 0.8949 (3322s)
+[e2_l1_tulu_r16_s18] step 4800/5000 loss 0.9236 (3357s)
+[e2_l1_tulu_r16_s18] step 4850/5000 loss 0.9922 (3391s)
+[e2_l1_tulu_r16_s18] step 4900/5000 loss 0.9311 (3427s)
+[e2_l1_tulu_r16_s18] step 4950/5000 loss 0.9530 (3461s)
+[e2_l1_tulu_r16_s18] step 5000/5000 loss 0.9014 (3496s)
+[e2_l1_tulu_r16_s18] DONE in 3497s -> runs/e2_l1_tulu_r16_s18
diff --git a/e2/e2_l1_tulu_r16_s18/meta.json b/e2/e2_l1_tulu_r16_s18/meta.json
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5147.85it/s]
+[e2_l1_tulu_r16_s19] step 50/5000 loss 1.0501 (40s)
+[e2_l1_tulu_r16_s19] step 100/5000 loss 1.0291 (75s)
+[e2_l1_tulu_r16_s19] step 150/5000 loss 1.0418 (110s)
+[e2_l1_tulu_r16_s19] step 200/5000 loss 1.1203 (145s)
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+[e2_l1_tulu_r16_s19] step 1450/5000 loss 1.0017 (1016s)
+[e2_l1_tulu_r16_s19] step 1500/5000 loss 0.9593 (1052s)
+[e2_l1_tulu_r16_s19] step 1550/5000 loss 1.0844 (1086s)
+[e2_l1_tulu_r16_s19] step 1600/5000 loss 1.0002 (1122s)
+[e2_l1_tulu_r16_s19] step 1650/5000 loss 0.9328 (1156s)
+[e2_l1_tulu_r16_s19] step 1700/5000 loss 0.9733 (1192s)
+[e2_l1_tulu_r16_s19] step 1750/5000 loss 0.9427 (1226s)
+[e2_l1_tulu_r16_s19] step 1800/5000 loss 0.8892 (1261s)
+[e2_l1_tulu_r16_s19] step 1850/5000 loss 0.9922 (1296s)
+[e2_l1_tulu_r16_s19] step 1900/5000 loss 0.9252 (1331s)
+[e2_l1_tulu_r16_s19] step 1950/5000 loss 0.9690 (1365s)
+[e2_l1_tulu_r16_s19] step 2000/5000 loss 1.0074 (1401s)
+[e2_l1_tulu_r16_s19] step 2050/5000 loss 0.9804 (1435s)
+[e2_l1_tulu_r16_s19] step 2100/5000 loss 0.9030 (1471s)
+[e2_l1_tulu_r16_s19] step 2150/5000 loss 0.8932 (1505s)
+[e2_l1_tulu_r16_s19] step 2200/5000 loss 1.0121 (1541s)
+[e2_l1_tulu_r16_s19] step 2250/5000 loss 1.0661 (1575s)
+[e2_l1_tulu_r16_s19] step 2300/5000 loss 1.0591 (1610s)
+[e2_l1_tulu_r16_s19] step 2350/5000 loss 1.0252 (1644s)
+[e2_l1_tulu_r16_s19] step 2400/5000 loss 0.9111 (1680s)
+[e2_l1_tulu_r16_s19] step 2450/5000 loss 1.0282 (1714s)
+[e2_l1_tulu_r16_s19] step 2500/5000 loss 0.9577 (1750s)
+[e2_l1_tulu_r16_s19] step 2550/5000 loss 0.9004 (1784s)
+[e2_l1_tulu_r16_s19] step 2600/5000 loss 0.9865 (1819s)
+[e2_l1_tulu_r16_s19] step 2650/5000 loss 0.9625 (1854s)
+[e2_l1_tulu_r16_s19] step 2700/5000 loss 0.9548 (1889s)
+[e2_l1_tulu_r16_s19] step 2750/5000 loss 1.0035 (1924s)
+[e2_l1_tulu_r16_s19] step 2800/5000 loss 1.0476 (1959s)
+[e2_l1_tulu_r16_s19] step 2850/5000 loss 1.0540 (1993s)
+[e2_l1_tulu_r16_s19] step 2900/5000 loss 0.9286 (2029s)
+[e2_l1_tulu_r16_s19] step 2950/5000 loss 0.9944 (2063s)
+[e2_l1_tulu_r16_s19] step 3000/5000 loss 0.9028 (2099s)
+[e2_l1_tulu_r16_s19] step 3050/5000 loss 0.9172 (2133s)
+[e2_l1_tulu_r16_s19] step 3100/5000 loss 0.9217 (2169s)
+[e2_l1_tulu_r16_s19] step 3150/5000 loss 0.9668 (2203s)
+[e2_l1_tulu_r16_s19] step 3200/5000 loss 0.9897 (2239s)
+[e2_l1_tulu_r16_s19] step 3250/5000 loss 0.8821 (2273s)
+[e2_l1_tulu_r16_s19] step 3300/5000 loss 0.9194 (2308s)
+[e2_l1_tulu_r16_s19] step 3350/5000 loss 0.9577 (2343s)
+[e2_l1_tulu_r16_s19] step 3400/5000 loss 1.0270 (2378s)
+[e2_l1_tulu_r16_s19] step 3450/5000 loss 0.9726 (2413s)
+[e2_l1_tulu_r16_s19] step 3500/5000 loss 0.9510 (2448s)
+[e2_l1_tulu_r16_s19] step 3550/5000 loss 1.0411 (2482s)
+[e2_l1_tulu_r16_s19] step 3600/5000 loss 1.0407 (2518s)
+[e2_l1_tulu_r16_s19] step 3650/5000 loss 0.9960 (2552s)
+[e2_l1_tulu_r16_s19] step 3700/5000 loss 0.9383 (2588s)
+[e2_l1_tulu_r16_s19] step 3750/5000 loss 0.9634 (2622s)
+[e2_l1_tulu_r16_s19] step 3800/5000 loss 1.0055 (2658s)
+[e2_l1_tulu_r16_s19] step 3850/5000 loss 0.9138 (2692s)
+[e2_l1_tulu_r16_s19] step 3900/5000 loss 0.9771 (2727s)
+[e2_l1_tulu_r16_s19] step 3950/5000 loss 0.9655 (2761s)
+[e2_l1_tulu_r16_s19] step 4000/5000 loss 0.9807 (2797s)
+[e2_l1_tulu_r16_s19] step 4050/5000 loss 1.0497 (2831s)
+[e2_l1_tulu_r16_s19] step 4100/5000 loss 0.9130 (2867s)
+[e2_l1_tulu_r16_s19] step 4150/5000 loss 0.9347 (2901s)
+[e2_l1_tulu_r16_s19] step 4200/5000 loss 0.8672 (2936s)
+[e2_l1_tulu_r16_s19] step 4250/5000 loss 0.9184 (2971s)
+[e2_l1_tulu_r16_s19] step 4300/5000 loss 0.8805 (3006s)
+[e2_l1_tulu_r16_s19] step 4350/5000 loss 1.0357 (3040s)
+[e2_l1_tulu_r16_s19] step 4400/5000 loss 0.9688 (3076s)
+[e2_l1_tulu_r16_s19] step 4450/5000 loss 0.9536 (3110s)
+[e2_l1_tulu_r16_s19] step 4500/5000 loss 1.0563 (3146s)
+[e2_l1_tulu_r16_s19] step 4550/5000 loss 0.9046 (3180s)
+[e2_l1_tulu_r16_s19] step 4600/5000 loss 0.9830 (3216s)
+[e2_l1_tulu_r16_s19] step 4650/5000 loss 0.9712 (3250s)
+[e2_l1_tulu_r16_s19] step 4700/5000 loss 0.8690 (3285s)
+[e2_l1_tulu_r16_s19] step 4750/5000 loss 0.8962 (3320s)
+[e2_l1_tulu_r16_s19] step 4800/5000 loss 0.9251 (3355s)
+[e2_l1_tulu_r16_s19] step 4850/5000 loss 0.9910 (3389s)
+[e2_l1_tulu_r16_s19] step 4900/5000 loss 0.9305 (3425s)
+[e2_l1_tulu_r16_s19] step 4950/5000 loss 0.9532 (3459s)
+[e2_l1_tulu_r16_s19] step 5000/5000 loss 0.9011 (3495s)
+[e2_l1_tulu_r16_s19] DONE in 3495s -> runs/e2_l1_tulu_r16_s19
diff --git a/e2/e2_l1_tulu_r16_s19/meta.json b/e2/e2_l1_tulu_r16_s19/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c43fd18b93925296bf0dbe299dc35efe366001e2
--- /dev/null
+++ b/e2/e2_l1_tulu_r16_s19/meta.json
@@ -0,0 +1,2388 @@
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+}
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diff --git a/e2/e2_l1_tulu_r16_s19/trajectory.dat.zst b/e2/e2_l1_tulu_r16_s19/trajectory.dat.zst
new file mode 100644
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diff --git a/e2/e2_l2_gsm8k_wd0.1_s17/config.json b/e2/e2_l2_gsm8k_wd0.1_s17/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..27e165fdb87ce1cbcde2f31afc503e6588f66d07
--- /dev/null
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@@ -0,0 +1,41 @@
+{
+ "run_id": "e2_l2_gsm8k_wd0.1_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
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+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 5000,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
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+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l2_gsm8k_wd0.1_s17/log.txt b/e2/e2_l2_gsm8k_wd0.1_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34cebb2f6f49645e29060ad86db2be714f295fa2
--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd0.1_s17/log.txt
@@ -0,0 +1,105 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5501.80it/s]
+[e2_l2_gsm8k_wd0.1_s17] step 50/5000 loss 0.4852 (39s)
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+[e2_l2_gsm8k_wd0.1_s17] step 4050/5000 loss 0.2607 (2794s)
+[e2_l2_gsm8k_wd0.1_s17] step 4100/5000 loss 0.2577 (2830s)
+[e2_l2_gsm8k_wd0.1_s17] step 4150/5000 loss 0.2574 (2863s)
+[e2_l2_gsm8k_wd0.1_s17] step 4200/5000 loss 0.2448 (2898s)
+[e2_l2_gsm8k_wd0.1_s17] step 4250/5000 loss 0.2623 (2932s)
+[e2_l2_gsm8k_wd0.1_s17] step 4300/5000 loss 0.2663 (2967s)
+[e2_l2_gsm8k_wd0.1_s17] step 4350/5000 loss 0.2622 (3001s)
+[e2_l2_gsm8k_wd0.1_s17] step 4400/5000 loss 0.2047 (3036s)
+[e2_l2_gsm8k_wd0.1_s17] step 4450/5000 loss 0.1961 (3070s)
+[e2_l2_gsm8k_wd0.1_s17] step 4500/5000 loss 0.1932 (3105s)
+[e2_l2_gsm8k_wd0.1_s17] step 4550/5000 loss 0.2041 (3139s)
+[e2_l2_gsm8k_wd0.1_s17] step 4600/5000 loss 0.2104 (3174s)
+[e2_l2_gsm8k_wd0.1_s17] step 4650/5000 loss 0.2268 (3207s)
+[e2_l2_gsm8k_wd0.1_s17] step 4700/5000 loss 0.2113 (3242s)
+[e2_l2_gsm8k_wd0.1_s17] step 4750/5000 loss 0.2124 (3276s)
+[e2_l2_gsm8k_wd0.1_s17] step 4800/5000 loss 0.1981 (3311s)
+[e2_l2_gsm8k_wd0.1_s17] step 4850/5000 loss 0.2053 (3345s)
+[e2_l2_gsm8k_wd0.1_s17] step 4900/5000 loss 0.2070 (3380s)
+[e2_l2_gsm8k_wd0.1_s17] step 4950/5000 loss 0.2278 (3414s)
+[e2_l2_gsm8k_wd0.1_s17] step 5000/5000 loss 0.2084 (3449s)
+[e2_l2_gsm8k_wd0.1_s17] DONE in 3449s -> runs/e2_l2_gsm8k_wd0.1_s17
diff --git a/e2/e2_l2_gsm8k_wd0.1_s17/meta.json b/e2/e2_l2_gsm8k_wd0.1_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4c42ddd524cc9e3cf1842fb2ee527a1eb2f916c
--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd0.1_s17/meta.json
@@ -0,0 +1,2388 @@
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+ "device": "cuda",
+ "base_dtype": "torch.bfloat16"
+}
\ No newline at end of file
diff --git a/e2/e2_l2_gsm8k_wd0.1_s17/metrics.npz b/e2/e2_l2_gsm8k_wd0.1_s17/metrics.npz
new file mode 100644
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--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd0.1_s17/metrics.npz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e50d61a8fd2db622773c36e22e6e2d7e98537691513740d225ce3aeafbc9e1fd
+size 2057319
diff --git a/e2/e2_l2_gsm8k_wd0.1_s17/trajectory.dat.zst b/e2/e2_l2_gsm8k_wd0.1_s17/trajectory.dat.zst
new file mode 100644
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--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd0.1_s17/trajectory.dat.zst
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10c836da1d26b2393ef010c412771c0ef34f419698fe7bec356494df8abbe069
+size 846549683
diff --git a/e2/e2_l2_gsm8k_wd1_s17/config.json b/e2/e2_l2_gsm8k_wd1_s17/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..154ebc712e79766c598463c9ef5a489983affabd
--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd1_s17/config.json
@@ -0,0 +1,41 @@
+{
+ "run_id": "e2_l2_gsm8k_wd1_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 5000,
+ "lora_r": 8,
+ "lora_alpha": null,
+ "targets": [
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+ "seed": 17,
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+ "gauge_seed": 0,
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+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_l2_gsm8k_wd1_s17/log.txt b/e2/e2_l2_gsm8k_wd1_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76a9e5338bce848875ab277f4d8b9ede3b2efcfd
--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd1_s17/log.txt
@@ -0,0 +1,105 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5419.77it/s]
+[e2_l2_gsm8k_wd1_s17] step 50/5000 loss 0.4850 (39s)
+[e2_l2_gsm8k_wd1_s17] step 100/5000 loss 0.4393 (74s)
+[e2_l2_gsm8k_wd1_s17] step 150/5000 loss 0.4389 (108s)
+[e2_l2_gsm8k_wd1_s17] step 200/5000 loss 0.4172 (143s)
+[e2_l2_gsm8k_wd1_s17] step 250/5000 loss 0.4196 (177s)
+[e2_l2_gsm8k_wd1_s17] step 300/5000 loss 0.4218 (212s)
+[e2_l2_gsm8k_wd1_s17] step 350/5000 loss 0.4351 (246s)
+[e2_l2_gsm8k_wd1_s17] step 400/5000 loss 0.4377 (281s)
+[e2_l2_gsm8k_wd1_s17] step 450/5000 loss 0.4453 (315s)
+[e2_l2_gsm8k_wd1_s17] step 500/5000 loss 0.4098 (350s)
+[e2_l2_gsm8k_wd1_s17] step 550/5000 loss 0.4240 (383s)
+[e2_l2_gsm8k_wd1_s17] step 600/5000 loss 0.4174 (419s)
+[e2_l2_gsm8k_wd1_s17] step 650/5000 loss 0.4049 (452s)
+[e2_l2_gsm8k_wd1_s17] step 700/5000 loss 0.4191 (488s)
+[e2_l2_gsm8k_wd1_s17] step 750/5000 loss 0.4037 (521s)
+[e2_l2_gsm8k_wd1_s17] step 800/5000 loss 0.4104 (556s)
+[e2_l2_gsm8k_wd1_s17] step 850/5000 loss 0.3963 (590s)
+[e2_l2_gsm8k_wd1_s17] step 900/5000 loss 0.3918 (625s)
+[e2_l2_gsm8k_wd1_s17] step 950/5000 loss 0.3756 (659s)
+[e2_l2_gsm8k_wd1_s17] step 1000/5000 loss 0.3752 (694s)
+[e2_l2_gsm8k_wd1_s17] step 1050/5000 loss 0.3831 (728s)
+[e2_l2_gsm8k_wd1_s17] step 1100/5000 loss 0.3800 (763s)
+[e2_l2_gsm8k_wd1_s17] step 1150/5000 loss 0.3702 (797s)
+[e2_l2_gsm8k_wd1_s17] step 1200/5000 loss 0.3981 (832s)
+[e2_l2_gsm8k_wd1_s17] step 1250/5000 loss 0.4077 (866s)
+[e2_l2_gsm8k_wd1_s17] step 1300/5000 loss 0.3932 (901s)
+[e2_l2_gsm8k_wd1_s17] step 1350/5000 loss 0.3767 (934s)
+[e2_l2_gsm8k_wd1_s17] step 1400/5000 loss 0.3704 (970s)
+[e2_l2_gsm8k_wd1_s17] step 1450/5000 loss 0.3841 (1003s)
+[e2_l2_gsm8k_wd1_s17] step 1500/5000 loss 0.3719 (1038s)
+[e2_l2_gsm8k_wd1_s17] step 1550/5000 loss 0.3796 (1072s)
+[e2_l2_gsm8k_wd1_s17] step 1600/5000 loss 0.3792 (1107s)
+[e2_l2_gsm8k_wd1_s17] step 1650/5000 loss 0.3734 (1141s)
+[e2_l2_gsm8k_wd1_s17] step 1700/5000 loss 0.3930 (1176s)
+[e2_l2_gsm8k_wd1_s17] step 1750/5000 loss 0.3847 (1209s)
+[e2_l2_gsm8k_wd1_s17] step 1800/5000 loss 0.3468 (1244s)
+[e2_l2_gsm8k_wd1_s17] step 1850/5000 loss 0.3563 (1278s)
+[e2_l2_gsm8k_wd1_s17] step 1900/5000 loss 0.3312 (1313s)
+[e2_l2_gsm8k_wd1_s17] step 1950/5000 loss 0.3542 (1347s)
+[e2_l2_gsm8k_wd1_s17] step 2000/5000 loss 0.3349 (1382s)
+[e2_l2_gsm8k_wd1_s17] step 2050/5000 loss 0.3530 (1416s)
+[e2_l2_gsm8k_wd1_s17] step 2100/5000 loss 0.3378 (1451s)
+[e2_l2_gsm8k_wd1_s17] step 2150/5000 loss 0.3550 (1485s)
+[e2_l2_gsm8k_wd1_s17] step 2200/5000 loss 0.3330 (1520s)
+[e2_l2_gsm8k_wd1_s17] step 2250/5000 loss 0.3460 (1553s)
+[e2_l2_gsm8k_wd1_s17] step 2300/5000 loss 0.3483 (1588s)
+[e2_l2_gsm8k_wd1_s17] step 2350/5000 loss 0.3636 (1622s)
+[e2_l2_gsm8k_wd1_s17] step 2400/5000 loss 0.3519 (1657s)
+[e2_l2_gsm8k_wd1_s17] step 2450/5000 loss 0.3591 (1691s)
+[e2_l2_gsm8k_wd1_s17] step 2500/5000 loss 0.3577 (1726s)
+[e2_l2_gsm8k_wd1_s17] step 2550/5000 loss 0.3567 (1760s)
+[e2_l2_gsm8k_wd1_s17] step 2600/5000 loss 0.3617 (1795s)
+[e2_l2_gsm8k_wd1_s17] step 2650/5000 loss 0.3034 (1828s)
+[e2_l2_gsm8k_wd1_s17] step 2700/5000 loss 0.3078 (1863s)
+[e2_l2_gsm8k_wd1_s17] step 2750/5000 loss 0.3136 (1897s)
+[e2_l2_gsm8k_wd1_s17] step 2800/5000 loss 0.3176 (1932s)
+[e2_l2_gsm8k_wd1_s17] step 2850/5000 loss 0.3274 (1966s)
+[e2_l2_gsm8k_wd1_s17] step 2900/5000 loss 0.3343 (2001s)
+[e2_l2_gsm8k_wd1_s17] step 2950/5000 loss 0.3101 (2034s)
+[e2_l2_gsm8k_wd1_s17] step 3000/5000 loss 0.3141 (2069s)
+[e2_l2_gsm8k_wd1_s17] step 3050/5000 loss 0.3413 (2103s)
+[e2_l2_gsm8k_wd1_s17] step 3100/5000 loss 0.3156 (2138s)
+[e2_l2_gsm8k_wd1_s17] step 3150/5000 loss 0.3571 (2172s)
+[e2_l2_gsm8k_wd1_s17] step 3200/5000 loss 0.3208 (2207s)
+[e2_l2_gsm8k_wd1_s17] step 3250/5000 loss 0.3159 (2241s)
+[e2_l2_gsm8k_wd1_s17] step 3300/5000 loss 0.3155 (2276s)
+[e2_l2_gsm8k_wd1_s17] step 3350/5000 loss 0.3433 (2309s)
+[e2_l2_gsm8k_wd1_s17] step 3400/5000 loss 0.3152 (2345s)
+[e2_l2_gsm8k_wd1_s17] step 3450/5000 loss 0.3331 (2378s)
+[e2_l2_gsm8k_wd1_s17] step 3500/5000 loss 0.2957 (2413s)
+[e2_l2_gsm8k_wd1_s17] step 3550/5000 loss 0.2908 (2447s)
+[e2_l2_gsm8k_wd1_s17] step 3600/5000 loss 0.2934 (2482s)
+[e2_l2_gsm8k_wd1_s17] step 3650/5000 loss 0.2701 (2516s)
+[e2_l2_gsm8k_wd1_s17] step 3700/5000 loss 0.2992 (2551s)
+[e2_l2_gsm8k_wd1_s17] step 3750/5000 loss 0.2868 (2585s)
+[e2_l2_gsm8k_wd1_s17] step 3800/5000 loss 0.3026 (2620s)
+[e2_l2_gsm8k_wd1_s17] step 3850/5000 loss 0.2914 (2653s)
+[e2_l2_gsm8k_wd1_s17] step 3900/5000 loss 0.2851 (2689s)
+[e2_l2_gsm8k_wd1_s17] step 3950/5000 loss 0.3070 (2722s)
+[e2_l2_gsm8k_wd1_s17] step 4000/5000 loss 0.3203 (2758s)
+[e2_l2_gsm8k_wd1_s17] step 4050/5000 loss 0.3013 (2791s)
+[e2_l2_gsm8k_wd1_s17] step 4100/5000 loss 0.2998 (2826s)
+[e2_l2_gsm8k_wd1_s17] step 4150/5000 loss 0.3002 (2860s)
+[e2_l2_gsm8k_wd1_s17] step 4200/5000 loss 0.2837 (2895s)
+[e2_l2_gsm8k_wd1_s17] step 4250/5000 loss 0.3066 (2929s)
+[e2_l2_gsm8k_wd1_s17] step 4300/5000 loss 0.3124 (2964s)
+[e2_l2_gsm8k_wd1_s17] step 4350/5000 loss 0.3079 (2998s)
+[e2_l2_gsm8k_wd1_s17] step 4400/5000 loss 0.2554 (3033s)
+[e2_l2_gsm8k_wd1_s17] step 4450/5000 loss 0.2498 (3067s)
+[e2_l2_gsm8k_wd1_s17] step 4500/5000 loss 0.2480 (3102s)
+[e2_l2_gsm8k_wd1_s17] step 4550/5000 loss 0.2578 (3135s)
+[e2_l2_gsm8k_wd1_s17] step 4600/5000 loss 0.2665 (3171s)
+[e2_l2_gsm8k_wd1_s17] step 4650/5000 loss 0.2870 (3204s)
+[e2_l2_gsm8k_wd1_s17] step 4700/5000 loss 0.2660 (3239s)
+[e2_l2_gsm8k_wd1_s17] step 4750/5000 loss 0.2710 (3273s)
+[e2_l2_gsm8k_wd1_s17] step 4800/5000 loss 0.2535 (3308s)
+[e2_l2_gsm8k_wd1_s17] step 4850/5000 loss 0.2602 (3342s)
+[e2_l2_gsm8k_wd1_s17] step 4900/5000 loss 0.2645 (3377s)
+[e2_l2_gsm8k_wd1_s17] step 4950/5000 loss 0.2853 (3410s)
+[e2_l2_gsm8k_wd1_s17] step 5000/5000 loss 0.2652 (3445s)
+[e2_l2_gsm8k_wd1_s17] DONE in 3446s -> runs/e2_l2_gsm8k_wd1_s17
diff --git a/e2/e2_l2_gsm8k_wd1_s17/meta.json b/e2/e2_l2_gsm8k_wd1_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f2e4c29f8d5c3fad847db816a7aff53fb579bf9
--- /dev/null
+++ b/e2/e2_l2_gsm8k_wd1_s17/meta.json
@@ -0,0 +1,2388 @@
+{
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diff --git a/e2/e2_o1_gsm8k_s18/log.txt b/e2/e2_o1_gsm8k_s18/log.txt
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index 0000000000000000000000000000000000000000..d37b7dd18f492cbcd87cb275902ead6bf0401134
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 4498.94it/s]
+[e2_o1_gsm8k_s18] step 50/800 loss 0.4830 (41s)
+[e2_o1_gsm8k_s18] step 100/800 loss 0.4376 (79s)
+[e2_o1_gsm8k_s18] step 150/800 loss 0.4378 (116s)
+[e2_o1_gsm8k_s18] step 200/800 loss 0.4150 (154s)
+[e2_o1_gsm8k_s18] step 250/800 loss 0.4174 (190s)
+[e2_o1_gsm8k_s18] step 300/800 loss 0.4199 (228s)
+[e2_o1_gsm8k_s18] step 350/800 loss 0.4325 (264s)
+[e2_o1_gsm8k_s18] step 400/800 loss 0.4347 (302s)
+[e2_o1_gsm8k_s18] step 450/800 loss 0.4422 (338s)
+[e2_o1_gsm8k_s18] step 500/800 loss 0.4081 (376s)
+[e2_o1_gsm8k_s18] step 550/800 loss 0.4218 (412s)
+[e2_o1_gsm8k_s18] step 600/800 loss 0.4145 (450s)
+[e2_o1_gsm8k_s18] step 650/800 loss 0.4017 (486s)
+[e2_o1_gsm8k_s18] step 700/800 loss 0.4161 (524s)
+[e2_o1_gsm8k_s18] step 750/800 loss 0.4006 (560s)
+[e2_o1_gsm8k_s18] step 800/800 loss 0.4076 (598s)
+[e2_o1_gsm8k_s18] DONE in 598s -> runs/e2_o1_gsm8k_s18
diff --git a/e2/e2_o1_gsm8k_s18/meta.json b/e2/e2_o1_gsm8k_s18/meta.json
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diff --git a/e2/e2_o1_gsm8k_s19/log.txt b/e2/e2_o1_gsm8k_s19/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 6052.44it/s]
+[e2_o1_gsm8k_s19] step 50/800 loss 0.4824 (41s)
+[e2_o1_gsm8k_s19] step 100/800 loss 0.4378 (79s)
+[e2_o1_gsm8k_s19] step 150/800 loss 0.4381 (115s)
+[e2_o1_gsm8k_s19] step 200/800 loss 0.4154 (153s)
+[e2_o1_gsm8k_s19] step 250/800 loss 0.4177 (190s)
+[e2_o1_gsm8k_s19] step 300/800 loss 0.4203 (227s)
+[e2_o1_gsm8k_s19] step 350/800 loss 0.4333 (264s)
+[e2_o1_gsm8k_s19] step 400/800 loss 0.4349 (301s)
+[e2_o1_gsm8k_s19] step 450/800 loss 0.4429 (338s)
+[e2_o1_gsm8k_s19] step 500/800 loss 0.4075 (376s)
+[e2_o1_gsm8k_s19] step 550/800 loss 0.4219 (412s)
+[e2_o1_gsm8k_s19] step 600/800 loss 0.4139 (450s)
+[e2_o1_gsm8k_s19] step 650/800 loss 0.4017 (486s)
+[e2_o1_gsm8k_s19] step 700/800 loss 0.4173 (524s)
+[e2_o1_gsm8k_s19] step 750/800 loss 0.4016 (561s)
+[e2_o1_gsm8k_s19] step 800/800 loss 0.4088 (598s)
+[e2_o1_gsm8k_s19] DONE in 599s -> runs/e2_o1_gsm8k_s19
diff --git a/e2/e2_o1_gsm8k_s19/meta.json b/e2/e2_o1_gsm8k_s19/meta.json
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diff --git a/e2/e2_o1_tulu_s18/log.txt b/e2/e2_o1_tulu_s18/log.txt
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index 0000000000000000000000000000000000000000..b93fe5a13cc7e8d710a8ec87c420fc7687ffa7b3
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5969.06it/s]
+[e2_o1_tulu_s18] step 50/800 loss 1.0501 (42s)
+[e2_o1_tulu_s18] step 100/800 loss 1.0289 (80s)
+[e2_o1_tulu_s18] step 150/800 loss 1.0420 (116s)
+[e2_o1_tulu_s18] step 200/800 loss 1.1205 (154s)
+[e2_o1_tulu_s18] step 250/800 loss 0.9948 (191s)
+[e2_o1_tulu_s18] step 300/800 loss 1.0022 (229s)
+[e2_o1_tulu_s18] step 350/800 loss 1.0425 (265s)
+[e2_o1_tulu_s18] step 400/800 loss 0.9580 (303s)
+[e2_o1_tulu_s18] step 450/800 loss 0.9727 (340s)
+[e2_o1_tulu_s18] step 500/800 loss 1.0200 (377s)
+[e2_o1_tulu_s18] step 550/800 loss 0.9228 (414s)
+[e2_o1_tulu_s18] step 600/800 loss 0.9754 (452s)
+[e2_o1_tulu_s18] step 650/800 loss 1.0223 (488s)
+[e2_o1_tulu_s18] step 700/800 loss 1.0071 (526s)
+[e2_o1_tulu_s18] step 750/800 loss 0.9754 (563s)
+[e2_o1_tulu_s18] step 800/800 loss 0.8946 (600s)
+[e2_o1_tulu_s18] DONE in 600s -> runs/e2_o1_tulu_s18
diff --git a/e2/e2_o1_tulu_s18/meta.json b/e2/e2_o1_tulu_s18/meta.json
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diff --git a/e2/e2_o1_tulu_s19/log.txt b/e2/e2_o1_tulu_s19/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc9f24f9cc58cdde886b84ee1a11bd3b526b33d4
--- /dev/null
+++ b/e2/e2_o1_tulu_s19/log.txt
@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5574.83it/s]
+[e2_o1_tulu_s19] step 50/800 loss 1.0501 (42s)
+[e2_o1_tulu_s19] step 100/800 loss 1.0291 (80s)
+[e2_o1_tulu_s19] step 150/800 loss 1.0418 (116s)
+[e2_o1_tulu_s19] step 200/800 loss 1.1203 (154s)
+[e2_o1_tulu_s19] step 250/800 loss 0.9945 (191s)
+[e2_o1_tulu_s19] step 300/800 loss 1.0022 (229s)
+[e2_o1_tulu_s19] step 350/800 loss 1.0421 (265s)
+[e2_o1_tulu_s19] step 400/800 loss 0.9574 (303s)
+[e2_o1_tulu_s19] step 450/800 loss 0.9728 (340s)
+[e2_o1_tulu_s19] step 500/800 loss 1.0198 (378s)
+[e2_o1_tulu_s19] step 550/800 loss 0.9229 (414s)
+[e2_o1_tulu_s19] step 600/800 loss 0.9748 (452s)
+[e2_o1_tulu_s19] step 650/800 loss 1.0229 (488s)
+[e2_o1_tulu_s19] step 700/800 loss 1.0069 (526s)
+[e2_o1_tulu_s19] step 750/800 loss 0.9759 (563s)
+[e2_o1_tulu_s19] step 800/800 loss 0.8951 (601s)
+[e2_o1_tulu_s19] DONE in 601s -> runs/e2_o1_tulu_s19
diff --git a/e2/e2_o1_tulu_s19/meta.json b/e2/e2_o1_tulu_s19/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ca27135d9ed01b041e8fbf544534ce1f7d635a2
--- /dev/null
+++ b/e2/e2_o1_tulu_s19/meta.json
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diff --git a/e2/e2_o2_gsm8k_eta1e-2_s17/log.txt b/e2/e2_o2_gsm8k_eta1e-2_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5378.89it/s]
+[e2_o2_gsm8k_eta1e-2_s17] step 50/800 loss 0.5042 (42s)
+[e2_o2_gsm8k_eta1e-2_s17] step 100/800 loss 0.4513 (80s)
+[e2_o2_gsm8k_eta1e-2_s17] step 150/800 loss 0.4503 (116s)
+[e2_o2_gsm8k_eta1e-2_s17] step 200/800 loss 0.4295 (154s)
+[e2_o2_gsm8k_eta1e-2_s17] step 250/800 loss 0.4305 (190s)
+[e2_o2_gsm8k_eta1e-2_s17] step 300/800 loss 0.4334 (228s)
+[e2_o2_gsm8k_eta1e-2_s17] step 350/800 loss 0.4475 (264s)
+[e2_o2_gsm8k_eta1e-2_s17] step 400/800 loss 0.4522 (302s)
+[e2_o2_gsm8k_eta1e-2_s17] step 450/800 loss 0.4580 (339s)
+[e2_o2_gsm8k_eta1e-2_s17] step 500/800 loss 0.4236 (377s)
+[e2_o2_gsm8k_eta1e-2_s17] step 550/800 loss 0.4373 (413s)
+[e2_o2_gsm8k_eta1e-2_s17] step 600/800 loss 0.4311 (451s)
+[e2_o2_gsm8k_eta1e-2_s17] step 650/800 loss 0.4186 (487s)
+[e2_o2_gsm8k_eta1e-2_s17] step 700/800 loss 0.4313 (525s)
+[e2_o2_gsm8k_eta1e-2_s17] step 750/800 loss 0.4161 (562s)
+[e2_o2_gsm8k_eta1e-2_s17] step 800/800 loss 0.4214 (599s)
+[e2_o2_gsm8k_eta1e-2_s17] DONE in 600s -> runs/e2_o2_gsm8k_eta1e-2_s17
diff --git a/e2/e2_o2_gsm8k_eta1e-2_s17/meta.json b/e2/e2_o2_gsm8k_eta1e-2_s17/meta.json
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diff --git a/e2/e2_o2_gsm8k_eta1e-3_s17/log.txt b/e2/e2_o2_gsm8k_eta1e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5487.45it/s]
+[e2_o2_gsm8k_eta1e-3_s17] step 50/800 loss 0.5869 (42s)
+[e2_o2_gsm8k_eta1e-3_s17] step 100/800 loss 0.5047 (80s)
+[e2_o2_gsm8k_eta1e-3_s17] step 150/800 loss 0.4871 (117s)
+[e2_o2_gsm8k_eta1e-3_s17] step 200/800 loss 0.4593 (155s)
+[e2_o2_gsm8k_eta1e-3_s17] step 250/800 loss 0.4564 (191s)
+[e2_o2_gsm8k_eta1e-3_s17] step 300/800 loss 0.4584 (230s)
+[e2_o2_gsm8k_eta1e-3_s17] step 350/800 loss 0.4724 (266s)
+[e2_o2_gsm8k_eta1e-3_s17] step 400/800 loss 0.4762 (304s)
+[e2_o2_gsm8k_eta1e-3_s17] step 450/800 loss 0.4792 (341s)
+[e2_o2_gsm8k_eta1e-3_s17] step 500/800 loss 0.4460 (379s)
+[e2_o2_gsm8k_eta1e-3_s17] step 550/800 loss 0.4581 (415s)
+[e2_o2_gsm8k_eta1e-3_s17] step 600/800 loss 0.4508 (453s)
+[e2_o2_gsm8k_eta1e-3_s17] step 650/800 loss 0.4394 (490s)
+[e2_o2_gsm8k_eta1e-3_s17] step 700/800 loss 0.4537 (528s)
+[e2_o2_gsm8k_eta1e-3_s17] step 750/800 loss 0.4393 (565s)
+[e2_o2_gsm8k_eta1e-3_s17] step 800/800 loss 0.4416 (603s)
+[e2_o2_gsm8k_eta1e-3_s17] DONE in 603s -> runs/e2_o2_gsm8k_eta1e-3_s17
diff --git a/e2/e2_o2_gsm8k_eta1e-3_s17/meta.json b/e2/e2_o2_gsm8k_eta1e-3_s17/meta.json
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5548.92it/s]
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+[e2_o2_gsm8k_eta2e-3_s17] step 750/800 loss 0.4318 (564s)
+[e2_o2_gsm8k_eta2e-3_s17] step 800/800 loss 0.4346 (602s)
+[e2_o2_gsm8k_eta2e-3_s17] DONE in 602s -> runs/e2_o2_gsm8k_eta2e-3_s17
diff --git a/e2/e2_o2_gsm8k_eta2e-3_s17/meta.json b/e2/e2_o2_gsm8k_eta2e-3_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..92705ececc19e94e4725b10a81bdeec0030291b3
--- /dev/null
+++ b/e2/e2_o2_gsm8k_eta2e-3_s17/meta.json
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diff --git a/e2/e2_o2_gsm8k_eta5e-3_s17/log.txt b/e2/e2_o2_gsm8k_eta5e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5440.72it/s]
+[e2_o2_gsm8k_eta5e-3_s17] step 50/800 loss 0.5193 (42s)
+[e2_o2_gsm8k_eta5e-3_s17] step 100/800 loss 0.4591 (80s)
+[e2_o2_gsm8k_eta5e-3_s17] step 150/800 loss 0.4565 (116s)
+[e2_o2_gsm8k_eta5e-3_s17] step 200/800 loss 0.4346 (154s)
+[e2_o2_gsm8k_eta5e-3_s17] step 250/800 loss 0.4352 (191s)
+[e2_o2_gsm8k_eta5e-3_s17] step 300/800 loss 0.4387 (229s)
+[e2_o2_gsm8k_eta5e-3_s17] step 350/800 loss 0.4528 (265s)
+[e2_o2_gsm8k_eta5e-3_s17] step 400/800 loss 0.4575 (303s)
+[e2_o2_gsm8k_eta5e-3_s17] step 450/800 loss 0.4630 (340s)
+[e2_o2_gsm8k_eta5e-3_s17] step 500/800 loss 0.4289 (377s)
+[e2_o2_gsm8k_eta5e-3_s17] step 550/800 loss 0.4424 (414s)
+[e2_o2_gsm8k_eta5e-3_s17] step 600/800 loss 0.4364 (452s)
+[e2_o2_gsm8k_eta5e-3_s17] step 650/800 loss 0.4241 (488s)
+[e2_o2_gsm8k_eta5e-3_s17] step 700/800 loss 0.4371 (526s)
+[e2_o2_gsm8k_eta5e-3_s17] step 750/800 loss 0.4229 (563s)
+[e2_o2_gsm8k_eta5e-3_s17] step 800/800 loss 0.4266 (601s)
+[e2_o2_gsm8k_eta5e-3_s17] DONE in 601s -> runs/e2_o2_gsm8k_eta5e-3_s17
diff --git a/e2/e2_o2_gsm8k_eta5e-3_s17/meta.json b/e2/e2_o2_gsm8k_eta5e-3_s17/meta.json
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diff --git a/e2/e2_o2_tulu_eta1e-2_s17/log.txt b/e2/e2_o2_tulu_eta1e-2_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 4525.10it/s]
+[e2_o2_tulu_eta1e-2_s17] step 50/800 loss 1.0671 (43s)
+[e2_o2_tulu_eta1e-2_s17] step 100/800 loss 1.0467 (81s)
+[e2_o2_tulu_eta1e-2_s17] step 150/800 loss 1.0608 (117s)
+[e2_o2_tulu_eta1e-2_s17] step 200/800 loss 1.1374 (155s)
+[e2_o2_tulu_eta1e-2_s17] step 250/800 loss 1.0142 (192s)
+[e2_o2_tulu_eta1e-2_s17] step 300/800 loss 1.0192 (230s)
+[e2_o2_tulu_eta1e-2_s17] step 350/800 loss 1.0659 (266s)
+[e2_o2_tulu_eta1e-2_s17] step 400/800 loss 0.9834 (304s)
+[e2_o2_tulu_eta1e-2_s17] step 450/800 loss 0.9999 (341s)
+[e2_o2_tulu_eta1e-2_s17] step 500/800 loss 1.0486 (379s)
+[e2_o2_tulu_eta1e-2_s17] step 550/800 loss 0.9487 (415s)
+[e2_o2_tulu_eta1e-2_s17] step 600/800 loss 0.9983 (453s)
+[e2_o2_tulu_eta1e-2_s17] step 650/800 loss 1.0466 (490s)
+[e2_o2_tulu_eta1e-2_s17] step 700/800 loss 1.0317 (528s)
+[e2_o2_tulu_eta1e-2_s17] step 750/800 loss 0.9982 (564s)
+[e2_o2_tulu_eta1e-2_s17] step 800/800 loss 0.9196 (602s)
+[e2_o2_tulu_eta1e-2_s17] DONE in 602s -> runs/e2_o2_tulu_eta1e-2_s17
diff --git a/e2/e2_o2_tulu_eta1e-2_s17/meta.json b/e2/e2_o2_tulu_eta1e-2_s17/meta.json
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diff --git a/e2/e2_o2_tulu_eta1e-3_s17/log.txt b/e2/e2_o2_tulu_eta1e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5435.74it/s]
+[e2_o2_tulu_eta1e-3_s17] step 50/800 loss 1.0795 (43s)
+[e2_o2_tulu_eta1e-3_s17] step 100/800 loss 1.0657 (82s)
+[e2_o2_tulu_eta1e-3_s17] step 150/800 loss 1.0838 (119s)
+[e2_o2_tulu_eta1e-3_s17] step 200/800 loss 1.1582 (157s)
+[e2_o2_tulu_eta1e-3_s17] step 250/800 loss 1.0379 (194s)
+[e2_o2_tulu_eta1e-3_s17] step 300/800 loss 1.0400 (232s)
+[e2_o2_tulu_eta1e-3_s17] step 350/800 loss 1.0899 (269s)
+[e2_o2_tulu_eta1e-3_s17] step 400/800 loss 1.0084 (307s)
+[e2_o2_tulu_eta1e-3_s17] step 450/800 loss 1.0251 (344s)
+[e2_o2_tulu_eta1e-3_s17] step 500/800 loss 1.0737 (383s)
+[e2_o2_tulu_eta1e-3_s17] step 550/800 loss 0.9767 (419s)
+[e2_o2_tulu_eta1e-3_s17] step 600/800 loss 1.0202 (458s)
+[e2_o2_tulu_eta1e-3_s17] step 650/800 loss 1.0706 (494s)
+[e2_o2_tulu_eta1e-3_s17] step 700/800 loss 1.0551 (533s)
+[e2_o2_tulu_eta1e-3_s17] step 750/800 loss 1.0207 (570s)
+[e2_o2_tulu_eta1e-3_s17] step 800/800 loss 0.9464 (608s)
+[e2_o2_tulu_eta1e-3_s17] DONE in 608s -> runs/e2_o2_tulu_eta1e-3_s17
diff --git a/e2/e2_o2_tulu_eta1e-3_s17/meta.json b/e2/e2_o2_tulu_eta1e-3_s17/meta.json
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+}
\ No newline at end of file
diff --git a/e2/e2_o2_tulu_eta1e-3_s17/metrics.npz b/e2/e2_o2_tulu_eta1e-3_s17/metrics.npz
new file mode 100644
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+ "max_steps": 800,
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+ "targets": [
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+  "v_proj",
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+ "data_seed": 17,
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\ No newline at end of file
diff --git a/e2/e2_o2_tulu_eta2e-3_s17/log.txt b/e2/e2_o2_tulu_eta2e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5429.75it/s]
+[e2_o2_tulu_eta2e-3_s17] step 50/800 loss 1.0771 (43s)
+[e2_o2_tulu_eta2e-3_s17] step 100/800 loss 1.0609 (81s)
+[e2_o2_tulu_eta2e-3_s17] step 150/800 loss 1.0776 (118s)
+[e2_o2_tulu_eta2e-3_s17] step 200/800 loss 1.1522 (157s)
+[e2_o2_tulu_eta2e-3_s17] step 250/800 loss 1.0309 (193s)
+[e2_o2_tulu_eta2e-3_s17] step 300/800 loss 1.0332 (232s)
+[e2_o2_tulu_eta2e-3_s17] step 350/800 loss 1.0821 (268s)
+[e2_o2_tulu_eta2e-3_s17] step 400/800 loss 0.9998 (307s)
+[e2_o2_tulu_eta2e-3_s17] step 450/800 loss 1.0166 (343s)
+[e2_o2_tulu_eta2e-3_s17] step 500/800 loss 1.0649 (382s)
+[e2_o2_tulu_eta2e-3_s17] step 550/800 loss 0.9664 (418s)
+[e2_o2_tulu_eta2e-3_s17] step 600/800 loss 1.0117 (456s)
+[e2_o2_tulu_eta2e-3_s17] step 650/800 loss 1.0617 (493s)
+[e2_o2_tulu_eta2e-3_s17] step 700/800 loss 1.0469 (531s)
+[e2_o2_tulu_eta2e-3_s17] step 750/800 loss 1.0124 (568s)
+[e2_o2_tulu_eta2e-3_s17] step 800/800 loss 0.9371 (606s)
+[e2_o2_tulu_eta2e-3_s17] DONE in 606s -> runs/e2_o2_tulu_eta2e-3_s17
diff --git a/e2/e2_o2_tulu_eta2e-3_s17/meta.json b/e2/e2_o2_tulu_eta2e-3_s17/meta.json
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diff --git a/e2/e2_o2_tulu_eta5e-3_s17/log.txt b/e2/e2_o2_tulu_eta5e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 6003.62it/s]
+[e2_o2_tulu_eta5e-3_s17] step 50/800 loss 1.0721 (43s)
+[e2_o2_tulu_eta5e-3_s17] step 100/800 loss 1.0533 (81s)
+[e2_o2_tulu_eta5e-3_s17] step 150/800 loss 1.0678 (118s)
+[e2_o2_tulu_eta5e-3_s17] step 200/800 loss 1.1433 (156s)
+[e2_o2_tulu_eta5e-3_s17] step 250/800 loss 1.0204 (193s)
+[e2_o2_tulu_eta5e-3_s17] step 300/800 loss 1.0240 (231s)
+[e2_o2_tulu_eta5e-3_s17] step 350/800 loss 1.0720 (268s)
+[e2_o2_tulu_eta5e-3_s17] step 400/800 loss 0.9893 (306s)
+[e2_o2_tulu_eta5e-3_s17] step 450/800 loss 1.0064 (342s)
+[e2_o2_tulu_eta5e-3_s17] step 500/800 loss 1.0550 (380s)
+[e2_o2_tulu_eta5e-3_s17] step 550/800 loss 0.9554 (417s)
+[e2_o2_tulu_eta5e-3_s17] step 600/800 loss 1.0039 (455s)
+[e2_o2_tulu_eta5e-3_s17] step 650/800 loss 1.0524 (491s)
+[e2_o2_tulu_eta5e-3_s17] step 700/800 loss 1.0378 (529s)
+[e2_o2_tulu_eta5e-3_s17] step 750/800 loss 1.0046 (566s)
+[e2_o2_tulu_eta5e-3_s17] step 800/800 loss 0.9272 (604s)
+[e2_o2_tulu_eta5e-3_s17] DONE in 604s -> runs/e2_o2_tulu_eta5e-3_s17
diff --git a/e2/e2_o2_tulu_eta5e-3_s17/meta.json b/e2/e2_o2_tulu_eta5e-3_s17/meta.json
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\ No newline at end of file
diff --git a/e2/e2_o2b_gsm8k_eta1e-4_s17/log.txt b/e2/e2_o2b_gsm8k_eta1e-4_s17/log.txt
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--- /dev/null
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5899.19it/s]
+[e2_o2b_gsm8k_eta1e-4_s17] step 50/800 loss 0.4865 (42s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 100/800 loss 0.4406 (79s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 150/800 loss 0.4397 (116s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 200/800 loss 0.4185 (154s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 250/800 loss 0.4197 (190s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 300/800 loss 0.4223 (228s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 350/800 loss 0.4354 (264s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 400/800 loss 0.4385 (302s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 450/800 loss 0.4451 (339s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 500/800 loss 0.4106 (377s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 550/800 loss 0.4243 (413s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 600/800 loss 0.4175 (451s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 650/800 loss 0.4047 (487s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 700/800 loss 0.4183 (525s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 750/800 loss 0.4035 (562s)
+[e2_o2b_gsm8k_eta1e-4_s17] step 800/800 loss 0.4099 (599s)
+[e2_o2b_gsm8k_eta1e-4_s17] DONE in 599s -> runs/e2_o2b_gsm8k_eta1e-4_s17
diff --git a/e2/e2_o2b_gsm8k_eta1e-4_s17/meta.json b/e2/e2_o2b_gsm8k_eta1e-4_s17/meta.json
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+ "probe_every": 10,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": null,
+ "gauge_transform": "none",
+ "gauge_c": 4.0,
+ "gauge_seed": 0,
+ "save_warm_at": null,
+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/e2/e2_o2b_gsm8k_eta2e-4_s17/log.txt b/e2/e2_o2b_gsm8k_eta2e-4_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36871b42c1b228e217351829a7f64754d3c2e1a4
--- /dev/null
+++ b/e2/e2_o2b_gsm8k_eta2e-4_s17/log.txt
@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5448.04it/s]
+[e2_o2b_gsm8k_eta2e-4_s17] step 50/800 loss 0.4824 (42s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 100/800 loss 0.4379 (80s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 150/800 loss 0.4376 (116s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 200/800 loss 0.4155 (154s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 250/800 loss 0.4180 (190s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 300/800 loss 0.4203 (228s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 350/800 loss 0.4319 (265s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 400/800 loss 0.4353 (303s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 450/800 loss 0.4421 (339s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 500/800 loss 0.4071 (377s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 550/800 loss 0.4228 (413s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 600/800 loss 0.4140 (451s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 650/800 loss 0.4014 (488s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 700/800 loss 0.4174 (526s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 750/800 loss 0.4017 (562s)
+[e2_o2b_gsm8k_eta2e-4_s17] step 800/800 loss 0.4087 (600s)
+[e2_o2b_gsm8k_eta2e-4_s17] DONE in 600s -> runs/e2_o2b_gsm8k_eta2e-4_s17
diff --git a/e2/e2_o2b_gsm8k_eta2e-4_s17/meta.json b/e2/e2_o2b_gsm8k_eta2e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdfc02b3e02f94dc34d7a1d9928c6b80f9604c16
--- /dev/null
+++ b/e2/e2_o2b_gsm8k_eta2e-4_s17/meta.json
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diff --git a/e2/e2_o2b_gsm8k_eta5e-4_s17/log.txt b/e2/e2_o2b_gsm8k_eta5e-4_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 14568.12it/s]
+[e2_o2b_gsm8k_eta5e-4_s17] step 50/800 loss 0.4841 (42s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 100/800 loss 0.4445 (80s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 150/800 loss 0.4468 (116s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 200/800 loss 0.4245 (154s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 250/800 loss 0.4264 (190s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 300/800 loss 0.4318 (228s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 350/800 loss 0.4446 (264s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 400/800 loss 0.4469 (302s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 450/800 loss 0.4572 (339s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 500/800 loss 0.4237 (377s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 550/800 loss 0.4400 (413s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 600/800 loss 0.4322 (451s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 650/800 loss 0.4179 (487s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 700/800 loss 0.4353 (525s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 750/800 loss 0.4190 (562s)
+[e2_o2b_gsm8k_eta5e-4_s17] step 800/800 loss 0.4291 (600s)
+[e2_o2b_gsm8k_eta5e-4_s17] DONE in 600s -> runs/e2_o2b_gsm8k_eta5e-4_s17
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diff --git a/e2/e2_o2b_gsm8k_eta5e-5_s17/log.txt b/e2/e2_o2b_gsm8k_eta5e-5_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5609.12it/s]
+[e2_o2b_gsm8k_eta5e-5_s17] step 50/800 loss 0.4971 (42s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 100/800 loss 0.4466 (79s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 150/800 loss 0.4447 (116s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 200/800 loss 0.4237 (154s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 250/800 loss 0.4242 (190s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 300/800 loss 0.4274 (228s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 350/800 loss 0.4407 (265s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 400/800 loss 0.4443 (303s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 450/800 loss 0.4511 (339s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 500/800 loss 0.4163 (377s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 550/800 loss 0.4300 (413s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 600/800 loss 0.4239 (452s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 650/800 loss 0.4112 (488s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 700/800 loss 0.4237 (526s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 750/800 loss 0.4091 (562s)
+[e2_o2b_gsm8k_eta5e-5_s17] step 800/800 loss 0.4144 (600s)
+[e2_o2b_gsm8k_eta5e-5_s17] DONE in 600s -> runs/e2_o2b_gsm8k_eta5e-5_s17
diff --git a/e2/e2_o2b_gsm8k_eta5e-5_s17/meta.json b/e2/e2_o2b_gsm8k_eta5e-5_s17/meta.json
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5428.32it/s]
+[e2_o2b_tulu_eta1e-4_s17] step 50/800 loss 1.0547 (42s)
+[e2_o2b_tulu_eta1e-4_s17] step 100/800 loss 1.0335 (80s)
+[e2_o2b_tulu_eta1e-4_s17] step 150/800 loss 1.0464 (117s)
+[e2_o2b_tulu_eta1e-4_s17] step 200/800 loss 1.1238 (155s)
+[e2_o2b_tulu_eta1e-4_s17] step 250/800 loss 0.9989 (191s)
+[e2_o2b_tulu_eta1e-4_s17] step 300/800 loss 1.0064 (229s)
+[e2_o2b_tulu_eta1e-4_s17] step 350/800 loss 1.0495 (266s)
+[e2_o2b_tulu_eta1e-4_s17] step 400/800 loss 0.9670 (303s)
+[e2_o2b_tulu_eta1e-4_s17] step 450/800 loss 0.9832 (340s)
+[e2_o2b_tulu_eta1e-4_s17] step 500/800 loss 1.0291 (378s)
+[e2_o2b_tulu_eta1e-4_s17] step 550/800 loss 0.9300 (414s)
+[e2_o2b_tulu_eta1e-4_s17] step 600/800 loss 0.9796 (453s)
+[e2_o2b_tulu_eta1e-4_s17] step 650/800 loss 1.0250 (489s)
+[e2_o2b_tulu_eta1e-4_s17] step 700/800 loss 1.0093 (527s)
+[e2_o2b_tulu_eta1e-4_s17] step 750/800 loss 0.9773 (564s)
+[e2_o2b_tulu_eta1e-4_s17] step 800/800 loss 0.8968 (602s)
+[e2_o2b_tulu_eta1e-4_s17] DONE in 602s -> runs/e2_o2b_tulu_eta1e-4_s17
diff --git a/e2/e2_o2b_tulu_eta1e-4_s17/meta.json b/e2/e2_o2b_tulu_eta1e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..53cc8dfa91efeefa0c4bfcc5e52b08e40fed9597
--- /dev/null
+++ b/e2/e2_o2b_tulu_eta1e-4_s17/meta.json
@@ -0,0 +1,2268 @@
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diff --git a/e2/e2_o2b_tulu_eta2e-4_s17/log.txt b/e2/e2_o2b_tulu_eta2e-4_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5796.36it/s]
+[e2_o2b_tulu_eta2e-4_s17] step 50/800 loss 1.0501 (43s)
+[e2_o2b_tulu_eta2e-4_s17] step 100/800 loss 1.0296 (81s)
+[e2_o2b_tulu_eta2e-4_s17] step 150/800 loss 1.0422 (118s)
+[e2_o2b_tulu_eta2e-4_s17] step 200/800 loss 1.1209 (156s)
+[e2_o2b_tulu_eta2e-4_s17] step 250/800 loss 0.9951 (193s)
+[e2_o2b_tulu_eta2e-4_s17] step 300/800 loss 1.0028 (231s)
+[e2_o2b_tulu_eta2e-4_s17] step 350/800 loss 1.0435 (267s)
+[e2_o2b_tulu_eta2e-4_s17] step 400/800 loss 0.9602 (305s)
+[e2_o2b_tulu_eta2e-4_s17] step 450/800 loss 0.9743 (342s)
+[e2_o2b_tulu_eta2e-4_s17] step 500/800 loss 1.0207 (380s)
+[e2_o2b_tulu_eta2e-4_s17] step 550/800 loss 0.9226 (416s)
+[e2_o2b_tulu_eta2e-4_s17] step 600/800 loss 0.9753 (454s)
+[e2_o2b_tulu_eta2e-4_s17] step 650/800 loss 1.0234 (491s)
+[e2_o2b_tulu_eta2e-4_s17] step 700/800 loss 1.0072 (529s)
+[e2_o2b_tulu_eta2e-4_s17] step 750/800 loss 0.9762 (565s)
+[e2_o2b_tulu_eta2e-4_s17] step 800/800 loss 0.8948 (603s)
+[e2_o2b_tulu_eta2e-4_s17] DONE in 603s -> runs/e2_o2b_tulu_eta2e-4_s17
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diff --git a/e2/e2_o2b_tulu_eta5e-4_s17/log.txt b/e2/e2_o2b_tulu_eta5e-4_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5149.38it/s]
+[e2_o2b_tulu_eta5e-4_s17] step 50/800 loss 1.0519 (42s)
+[e2_o2b_tulu_eta5e-4_s17] step 100/800 loss 1.0374 (80s)
+[e2_o2b_tulu_eta5e-4_s17] step 150/800 loss 1.0510 (117s)
+[e2_o2b_tulu_eta5e-4_s17] step 200/800 loss 1.1298 (154s)
+[e2_o2b_tulu_eta5e-4_s17] step 250/800 loss 1.0053 (191s)
+[e2_o2b_tulu_eta5e-4_s17] step 300/800 loss 1.0103 (229s)
+[e2_o2b_tulu_eta5e-4_s17] step 350/800 loss 1.0516 (265s)
+[e2_o2b_tulu_eta5e-4_s17] step 400/800 loss 0.9730 (303s)
+[e2_o2b_tulu_eta5e-4_s17] step 450/800 loss 0.9880 (340s)
+[e2_o2b_tulu_eta5e-4_s17] step 500/800 loss 1.0435 (378s)
+[e2_o2b_tulu_eta5e-4_s17] step 550/800 loss 0.9415 (414s)
+[e2_o2b_tulu_eta5e-4_s17] step 600/800 loss 0.9979 (452s)
+[e2_o2b_tulu_eta5e-4_s17] step 650/800 loss 1.0445 (489s)
+[e2_o2b_tulu_eta5e-4_s17] step 700/800 loss 1.0273 (527s)
+[e2_o2b_tulu_eta5e-4_s17] step 750/800 loss 0.9987 (563s)
+[e2_o2b_tulu_eta5e-4_s17] step 800/800 loss 0.9139 (601s)
+[e2_o2b_tulu_eta5e-4_s17] DONE in 601s -> runs/e2_o2b_tulu_eta5e-4_s17
diff --git a/e2/e2_o2b_tulu_eta5e-4_s17/meta.json b/e2/e2_o2b_tulu_eta5e-4_s17/meta.json
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diff --git a/e2/e2_o2b_tulu_eta5e-5_s17/log.txt b/e2/e2_o2b_tulu_eta5e-5_s17/log.txt
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--- /dev/null
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 10790.59it/s]
+[e2_o2b_tulu_eta5e-5_s17] step 50/800 loss 1.0629 (43s)
+[e2_o2b_tulu_eta5e-5_s17] step 100/800 loss 1.0385 (81s)
+[e2_o2b_tulu_eta5e-5_s17] step 150/800 loss 1.0513 (117s)
+[e2_o2b_tulu_eta5e-5_s17] step 200/800 loss 1.1287 (155s)
+[e2_o2b_tulu_eta5e-5_s17] step 250/800 loss 1.0049 (192s)
+[e2_o2b_tulu_eta5e-5_s17] step 300/800 loss 1.0112 (230s)
+[e2_o2b_tulu_eta5e-5_s17] step 350/800 loss 1.0564 (267s)
+[e2_o2b_tulu_eta5e-5_s17] step 400/800 loss 0.9733 (305s)
+[e2_o2b_tulu_eta5e-5_s17] step 450/800 loss 0.9902 (341s)
+[e2_o2b_tulu_eta5e-5_s17] step 500/800 loss 1.0364 (379s)
+[e2_o2b_tulu_eta5e-5_s17] step 550/800 loss 0.9381 (415s)
+[e2_o2b_tulu_eta5e-5_s17] step 600/800 loss 0.9883 (453s)
+[e2_o2b_tulu_eta5e-5_s17] step 650/800 loss 1.0365 (490s)
+[e2_o2b_tulu_eta5e-5_s17] step 700/800 loss 1.0219 (528s)
+[e2_o2b_tulu_eta5e-5_s17] step 750/800 loss 0.9883 (565s)
+[e2_o2b_tulu_eta5e-5_s17] step 800/800 loss 0.9083 (603s)
+[e2_o2b_tulu_eta5e-5_s17] DONE in 603s -> runs/e2_o2b_tulu_eta5e-5_s17
diff --git a/e2/e2_o2b_tulu_eta5e-5_s17/meta.json b/e2/e2_o2b_tulu_eta5e-5_s17/meta.json
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diff --git a/e2/e2_o3_gsm8k_eps1e-1_s17/log.txt b/e2/e2_o3_gsm8k_eps1e-1_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 4376.82it/s]
+[e2_o3_gsm8k_eps1e-1_s17] step 50/800 loss 0.6398 (43s)
+[e2_o3_gsm8k_eps1e-1_s17] step 100/800 loss 0.5957 (81s)
+[e2_o3_gsm8k_eps1e-1_s17] step 150/800 loss 0.5740 (118s)
+[e2_o3_gsm8k_eps1e-1_s17] step 200/800 loss 0.5367 (157s)
+[e2_o3_gsm8k_eps1e-1_s17] step 250/800 loss 0.5205 (194s)
+[e2_o3_gsm8k_eps1e-1_s17] step 300/800 loss 0.5126 (232s)
+[e2_o3_gsm8k_eps1e-1_s17] step 350/800 loss 0.5230 (269s)
+[e2_o3_gsm8k_eps1e-1_s17] step 400/800 loss 0.5205 (307s)
+[e2_o3_gsm8k_eps1e-1_s17] step 450/800 loss 0.5171 (344s)
+[e2_o3_gsm8k_eps1e-1_s17] step 500/800 loss 0.4822 (382s)
+[e2_o3_gsm8k_eps1e-1_s17] step 550/800 loss 0.4902 (419s)
+[e2_o3_gsm8k_eps1e-1_s17] step 600/800 loss 0.4816 (458s)
+[e2_o3_gsm8k_eps1e-1_s17] step 650/800 loss 0.4699 (494s)
+[e2_o3_gsm8k_eps1e-1_s17] step 700/800 loss 0.4833 (533s)
+[e2_o3_gsm8k_eps1e-1_s17] step 750/800 loss 0.4704 (569s)
+[e2_o3_gsm8k_eps1e-1_s17] step 800/800 loss 0.4679 (608s)
+[e2_o3_gsm8k_eps1e-1_s17] DONE in 608s -> runs/e2_o3_gsm8k_eps1e-1_s17
diff --git a/e2/e2_o3_gsm8k_eps1e-1_s17/meta.json b/e2/e2_o3_gsm8k_eps1e-1_s17/meta.json
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diff --git a/e2/e2_o3_gsm8k_eps1e-3_s17/log.txt b/e2/e2_o3_gsm8k_eps1e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5917.98it/s]
+[e2_o3_gsm8k_eps1e-3_s17] step 50/800 loss 0.4942 (42s)
+[e2_o3_gsm8k_eps1e-3_s17] step 100/800 loss 0.4476 (80s)
+[e2_o3_gsm8k_eps1e-3_s17] step 150/800 loss 0.4474 (116s)
+[e2_o3_gsm8k_eps1e-3_s17] step 200/800 loss 0.4268 (154s)
+[e2_o3_gsm8k_eps1e-3_s17] step 250/800 loss 0.4277 (191s)
+[e2_o3_gsm8k_eps1e-3_s17] step 300/800 loss 0.4308 (229s)
+[e2_o3_gsm8k_eps1e-3_s17] step 350/800 loss 0.4442 (265s)
+[e2_o3_gsm8k_eps1e-3_s17] step 400/800 loss 0.4484 (303s)
+[e2_o3_gsm8k_eps1e-3_s17] step 450/800 loss 0.4553 (340s)
+[e2_o3_gsm8k_eps1e-3_s17] step 500/800 loss 0.4201 (378s)
+[e2_o3_gsm8k_eps1e-3_s17] step 550/800 loss 0.4342 (414s)
+[e2_o3_gsm8k_eps1e-3_s17] step 600/800 loss 0.4280 (452s)
+[e2_o3_gsm8k_eps1e-3_s17] step 650/800 loss 0.4156 (489s)
+[e2_o3_gsm8k_eps1e-3_s17] step 700/800 loss 0.4284 (527s)
+[e2_o3_gsm8k_eps1e-3_s17] step 750/800 loss 0.4132 (563s)
+[e2_o3_gsm8k_eps1e-3_s17] step 800/800 loss 0.4183 (601s)
+[e2_o3_gsm8k_eps1e-3_s17] DONE in 601s -> runs/e2_o3_gsm8k_eps1e-3_s17
diff --git a/e2/e2_o3_gsm8k_eps1e-3_s17/meta.json b/e2/e2_o3_gsm8k_eps1e-3_s17/meta.json
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diff --git a/e2/e2_o3_gsm8k_eps1e-5_s17/log.txt b/e2/e2_o3_gsm8k_eps1e-5_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5386.89it/s]
+[e2_o3_gsm8k_eps1e-5_s17] step 50/800 loss 0.4828 (42s)
+[e2_o3_gsm8k_eps1e-5_s17] step 100/800 loss 0.4383 (80s)
+[e2_o3_gsm8k_eps1e-5_s17] step 150/800 loss 0.4382 (116s)
+[e2_o3_gsm8k_eps1e-5_s17] step 200/800 loss 0.4158 (154s)
+[e2_o3_gsm8k_eps1e-5_s17] step 250/800 loss 0.4182 (190s)
+[e2_o3_gsm8k_eps1e-5_s17] step 300/800 loss 0.4203 (228s)
+[e2_o3_gsm8k_eps1e-5_s17] step 350/800 loss 0.4326 (265s)
+[e2_o3_gsm8k_eps1e-5_s17] step 400/800 loss 0.4356 (303s)
+[e2_o3_gsm8k_eps1e-5_s17] step 450/800 loss 0.4428 (339s)
+[e2_o3_gsm8k_eps1e-5_s17] step 500/800 loss 0.4078 (377s)
+[e2_o3_gsm8k_eps1e-5_s17] step 550/800 loss 0.4225 (413s)
+[e2_o3_gsm8k_eps1e-5_s17] step 600/800 loss 0.4144 (451s)
+[e2_o3_gsm8k_eps1e-5_s17] step 650/800 loss 0.4016 (488s)
+[e2_o3_gsm8k_eps1e-5_s17] step 700/800 loss 0.4179 (525s)
+[e2_o3_gsm8k_eps1e-5_s17] step 750/800 loss 0.4028 (562s)
+[e2_o3_gsm8k_eps1e-5_s17] step 800/800 loss 0.4081 (600s)
+[e2_o3_gsm8k_eps1e-5_s17] DONE in 600s -> runs/e2_o3_gsm8k_eps1e-5_s17
diff --git a/e2/e2_o3_gsm8k_eps1e-5_s17/meta.json b/e2/e2_o3_gsm8k_eps1e-5_s17/meta.json
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diff --git a/e2/e2_o3_tulu_eps1e-1_s17/config.json b/e2/e2_o3_tulu_eps1e-1_s17/config.json
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index 0000000000000000000000000000000000000000..e601bdadd8c32b717165702929efe66c69b062c2
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\ No newline at end of file
diff --git a/e2/e2_o3_tulu_eps1e-1_s17/log.txt b/e2/e2_o3_tulu_eps1e-1_s17/log.txt
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index 0000000000000000000000000000000000000000..9e143537d8a40811e12387f4df2ed5e941b0bc2b
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5531.95it/s]
+[e2_o3_tulu_eps1e-1_s17] step 50/800 loss 1.0834 (43s)
+[e2_o3_tulu_eps1e-1_s17] step 100/800 loss 1.0717 (82s)
+[e2_o3_tulu_eps1e-1_s17] step 150/800 loss 1.0926 (119s)
+[e2_o3_tulu_eps1e-1_s17] step 200/800 loss 1.1680 (158s)
+[e2_o3_tulu_eps1e-1_s17] step 250/800 loss 1.0491 (195s)
+[e2_o3_tulu_eps1e-1_s17] step 300/800 loss 1.0509 (234s)
+[e2_o3_tulu_eps1e-1_s17] step 350/800 loss 1.1025 (271s)
+[e2_o3_tulu_eps1e-1_s17] step 400/800 loss 1.0225 (310s)
+[e2_o3_tulu_eps1e-1_s17] step 450/800 loss 1.0391 (348s)
+[e2_o3_tulu_eps1e-1_s17] step 500/800 loss 1.0876 (386s)
+[e2_o3_tulu_eps1e-1_s17] step 550/800 loss 0.9936 (423s)
+[e2_o3_tulu_eps1e-1_s17] step 600/800 loss 1.0350 (462s)
+[e2_o3_tulu_eps1e-1_s17] step 650/800 loss 1.0871 (499s)
+[e2_o3_tulu_eps1e-1_s17] step 700/800 loss 1.0712 (538s)
+[e2_o3_tulu_eps1e-1_s17] step 750/800 loss 1.0357 (575s)
+[e2_o3_tulu_eps1e-1_s17] step 800/800 loss 0.9649 (614s)
+[e2_o3_tulu_eps1e-1_s17] DONE in 614s -> runs/e2_o3_tulu_eps1e-1_s17
diff --git a/e2/e2_o3_tulu_eps1e-1_s17/meta.json b/e2/e2_o3_tulu_eps1e-1_s17/meta.json
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diff --git a/e2/e2_o3_tulu_eps1e-3_s17/log.txt b/e2/e2_o3_tulu_eps1e-3_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5393.31it/s]
+[e2_o3_tulu_eps1e-3_s17] step 50/800 loss 1.0639 (43s)
+[e2_o3_tulu_eps1e-3_s17] step 100/800 loss 1.0435 (81s)
+[e2_o3_tulu_eps1e-3_s17] step 150/800 loss 1.0572 (118s)
+[e2_o3_tulu_eps1e-3_s17] step 200/800 loss 1.1344 (156s)
+[e2_o3_tulu_eps1e-3_s17] step 250/800 loss 1.0112 (192s)
+[e2_o3_tulu_eps1e-3_s17] step 300/800 loss 1.0168 (231s)
+[e2_o3_tulu_eps1e-3_s17] step 350/800 loss 1.0626 (267s)
+[e2_o3_tulu_eps1e-3_s17] step 400/800 loss 0.9793 (305s)
+[e2_o3_tulu_eps1e-3_s17] step 450/800 loss 0.9966 (342s)
+[e2_o3_tulu_eps1e-3_s17] step 500/800 loss 1.0450 (380s)
+[e2_o3_tulu_eps1e-3_s17] step 550/800 loss 0.9450 (417s)
+[e2_o3_tulu_eps1e-3_s17] step 600/800 loss 0.9950 (455s)
+[e2_o3_tulu_eps1e-3_s17] step 650/800 loss 1.0429 (491s)
+[e2_o3_tulu_eps1e-3_s17] step 700/800 loss 1.0286 (529s)
+[e2_o3_tulu_eps1e-3_s17] step 750/800 loss 0.9948 (566s)
+[e2_o3_tulu_eps1e-3_s17] step 800/800 loss 0.9156 (604s)
+[e2_o3_tulu_eps1e-3_s17] DONE in 604s -> runs/e2_o3_tulu_eps1e-3_s17
diff --git a/e2/e2_o3_tulu_eps1e-3_s17/meta.json b/e2/e2_o3_tulu_eps1e-3_s17/meta.json
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diff --git a/e2/e2_o3_tulu_eps1e-5_s17/log.txt b/e2/e2_o3_tulu_eps1e-5_s17/log.txt
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5515.47it/s]
+[e2_o3_tulu_eps1e-5_s17] step 50/800 loss 1.0514 (42s)
+[e2_o3_tulu_eps1e-5_s17] step 100/800 loss 1.0311 (80s)
+[e2_o3_tulu_eps1e-5_s17] step 150/800 loss 1.0433 (117s)
+[e2_o3_tulu_eps1e-5_s17] step 200/800 loss 1.1218 (155s)
+[e2_o3_tulu_eps1e-5_s17] step 250/800 loss 0.9959 (191s)
+[e2_o3_tulu_eps1e-5_s17] step 300/800 loss 1.0035 (229s)
+[e2_o3_tulu_eps1e-5_s17] step 350/800 loss 1.0448 (266s)
+[e2_o3_tulu_eps1e-5_s17] step 400/800 loss 0.9613 (304s)
+[e2_o3_tulu_eps1e-5_s17] step 450/800 loss 0.9759 (340s)
+[e2_o3_tulu_eps1e-5_s17] step 500/800 loss 1.0214 (378s)
+[e2_o3_tulu_eps1e-5_s17] step 550/800 loss 0.9232 (415s)
+[e2_o3_tulu_eps1e-5_s17] step 600/800 loss 0.9758 (453s)
+[e2_o3_tulu_eps1e-5_s17] step 650/800 loss 1.0235 (489s)
+[e2_o3_tulu_eps1e-5_s17] step 700/800 loss 1.0078 (527s)
+[e2_o3_tulu_eps1e-5_s17] step 750/800 loss 0.9761 (564s)
+[e2_o3_tulu_eps1e-5_s17] step 800/800 loss 0.8944 (602s)
+[e2_o3_tulu_eps1e-5_s17] DONE in 602s -> runs/e2_o3_tulu_eps1e-5_s17
diff --git a/e2/e2_o3_tulu_eps1e-5_s17/meta.json b/e2/e2_o3_tulu_eps1e-5_s17/meta.json
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diff --git a/e2/e2_o4_adaml2_gsm8k_wd0.01_s17/log.txt b/e2/e2_o4_adaml2_gsm8k_wd0.01_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96d03f99dc2f3df64fbc9f43010aca479d486319
--- /dev/null
+++ b/e2/e2_o4_adaml2_gsm8k_wd0.01_s17/log.txt
@@ -0,0 +1,21 @@
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5666.13it/s]
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 50/800 loss 0.4854 (47s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 100/800 loss 0.4450 (85s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 150/800 loss 0.4482 (121s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 200/800 loss 0.4291 (160s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 250/800 loss 0.4313 (196s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 300/800 loss 0.4345 (235s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 350/800 loss 0.4523 (271s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 400/800 loss 0.4546 (310s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 450/800 loss 0.4639 (346s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 500/800 loss 0.4299 (385s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 550/800 loss 0.4445 (422s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 600/800 loss 0.4388 (460s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 650/800 loss 0.4271 (497s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 700/800 loss 0.4411 (536s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 750/800 loss 0.4263 (573s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] step 800/800 loss 0.4329 (612s)
+[e2_o4_adaml2_gsm8k_wd0.01_s17] DONE in 612s -> runs/e2_o4_adaml2_gsm8k_wd0.01_s17
diff --git a/e2/e2_o4_adaml2_gsm8k_wd0.01_s17/meta.json b/e2/e2_o4_adaml2_gsm8k_wd0.01_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1cbaa1cc3aa65cf6d4847153ab5b534d21f81d6
--- /dev/null
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5576.26it/s]
+[e2_o4_adaml2_tulu_wd0.01_s17] step 50/800 loss 1.0546 (43s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 100/800 loss 1.0382 (81s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 150/800 loss 1.0536 (117s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 200/800 loss 1.1333 (156s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 250/800 loss 1.0119 (193s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 300/800 loss 1.0171 (231s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 350/800 loss 1.0652 (268s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 400/800 loss 0.9820 (307s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 450/800 loss 0.9997 (344s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 500/800 loss 1.0493 (383s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 550/800 loss 0.9492 (420s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 600/800 loss 0.9969 (459s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 650/800 loss 1.0430 (496s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 700/800 loss 1.0275 (535s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 750/800 loss 0.9962 (572s)
+[e2_o4_adaml2_tulu_wd0.01_s17] step 800/800 loss 0.9190 (611s)
+[e2_o4_adaml2_tulu_wd0.01_s17] DONE in 611s -> runs/e2_o4_adaml2_tulu_wd0.01_s17
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+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5454.09it/s]
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 50/800 loss 0.4826 (42s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 100/800 loss 0.4376 (80s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 150/800 loss 0.4378 (116s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 200/800 loss 0.4157 (154s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 250/800 loss 0.4180 (190s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 300/800 loss 0.4197 (228s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 350/800 loss 0.4321 (265s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 400/800 loss 0.4352 (302s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 450/800 loss 0.4425 (339s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 500/800 loss 0.4078 (377s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 550/800 loss 0.4228 (413s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 600/800 loss 0.4144 (451s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 650/800 loss 0.4009 (488s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] step 700/800 loss 0.4163 (525s)
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+[e2_o4_adamw_gsm8k_wd0.01_s17] step 800/800 loss 0.4085 (600s)
+[e2_o4_adamw_gsm8k_wd0.01_s17] DONE in 600s -> runs/e2_o4_adamw_gsm8k_wd0.01_s17
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5519.88it/s]
+[e2_o4_adamw_tulu_wd0.01_s17] step 50/800 loss 1.0501 (42s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 100/800 loss 1.0298 (80s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 150/800 loss 1.0424 (117s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 200/800 loss 1.1208 (155s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 250/800 loss 0.9948 (192s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 300/800 loss 1.0030 (230s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 350/800 loss 1.0433 (266s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 400/800 loss 0.9598 (304s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 450/800 loss 0.9741 (341s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 500/800 loss 1.0208 (379s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 550/800 loss 0.9226 (416s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 600/800 loss 0.9756 (454s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 650/800 loss 1.0230 (490s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 700/800 loss 1.0072 (528s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 750/800 loss 0.9760 (564s)
+[e2_o4_adamw_tulu_wd0.01_s17] step 800/800 loss 0.8946 (602s)
+[e2_o4_adamw_tulu_wd0.01_s17] DONE in 602s -> runs/e2_o4_adamw_tulu_wd0.01_s17
diff --git a/e2/e2_o4_adamw_tulu_wd0.01_s17/meta.json b/e2/e2_o4_adamw_tulu_wd0.01_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5ca8d117a3da58cc914fe9f53163e208005b643
--- /dev/null
+++ b/e2/e2_o4_adamw_tulu_wd0.01_s17/meta.json
@@ -0,0 +1,2268 @@
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+}
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