diff --git a/t1/t1_0.6B_gsm8k_r16_lr1e-3/config.json b/t1/t1_0.6B_gsm8k_r16_lr1e-3/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..5358d41c9b00f5c2442bee587087cf8e9d5d3edd
--- /dev/null
+++ b/t1/t1_0.6B_gsm8k_r16_lr1e-3/config.json
@@ -0,0 +1,39 @@
+{
+ "run_id": "t1_0.6B_gsm8k_r16_lr1e-3",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "gsm8k",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 1500,
+ "lora_r": 16,
+ "lora_alpha": null,
+ "targets": [
+  "q_proj",
+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.001,
+ "weight_decay": 0.01,
+ "betas": [
+  0.9,
+  0.999
+ ],
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "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/t1/t1_0.6B_gsm8k_r16_lr1e-3/log.txt b/t1/t1_0.6B_gsm8k_r16_lr1e-3/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68dc81199305b0685f55867e67d232a658e3b839
--- /dev/null
+++ b/t1/t1_0.6B_gsm8k_r16_lr1e-3/log.txt
@@ -0,0 +1,35 @@
+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, 16948.67it/s]
+[t1_0.6B_gsm8k_r16_lr1e-3] step 50/1500 loss 0.5064 (40s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 100/1500 loss 0.4753 (79s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 150/1500 loss 0.4861 (116s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 200/1500 loss 0.4721 (154s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 250/1500 loss 0.4773 (191s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 300/1500 loss 0.4848 (230s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 350/1500 loss 0.5086 (266s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 400/1500 loss 0.5076 (305s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 450/1500 loss 0.5181 (342s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 500/1500 loss 0.4920 (380s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 550/1500 loss 0.5057 (417s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 600/1500 loss 0.4969 (456s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 650/1500 loss 0.4944 (493s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 700/1500 loss 0.5111 (531s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 750/1500 loss 0.4910 (568s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 800/1500 loss 0.5094 (606s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 850/1500 loss 0.4893 (643s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 900/1500 loss 0.4555 (682s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 950/1500 loss 0.4410 (719s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1000/1500 loss 0.4454 (757s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1050/1500 loss 0.4563 (794s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1100/1500 loss 0.4593 (833s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1150/1500 loss 0.4537 (869s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1200/1500 loss 0.4933 (908s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1250/1500 loss 0.4943 (945s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1300/1500 loss 0.4861 (983s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1350/1500 loss 0.4772 (1020s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1400/1500 loss 0.4680 (1059s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1450/1500 loss 0.4822 (1096s)
+[t1_0.6B_gsm8k_r16_lr1e-3] step 1500/1500 loss 0.4707 (1134s)
+[t1_0.6B_gsm8k_r16_lr1e-3] DONE in 1134s -> runs/t1_0.6B_gsm8k_r16_lr1e-3
diff --git a/t1/t1_0.6B_gsm8k_r16_lr1e-3/meta.json b/t1/t1_0.6B_gsm8k_r16_lr1e-3/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff314bf23db54cb4168373a33b1981d54f797675
--- /dev/null
+++ b/t1/t1_0.6B_gsm8k_r16_lr1e-3/meta.json
@@ -0,0 +1,2336 @@
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diff --git a/t1/t1_0.6B_gsm8k_r16_lr1e-3/metrics.npz b/t1/t1_0.6B_gsm8k_r16_lr1e-3/metrics.npz
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diff --git a/t1/t1_0.6B_gsm8k_r16_lr2e-4/log.txt b/t1/t1_0.6B_gsm8k_r16_lr2e-4/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, 16128.74it/s]
+[t1_0.6B_gsm8k_r16_lr2e-4] step 50/1500 loss 0.4826 (50s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 100/1500 loss 0.4376 (89s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 150/1500 loss 0.4378 (126s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 200/1500 loss 0.4157 (164s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 250/1500 loss 0.4180 (201s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 300/1500 loss 0.4197 (240s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 350/1500 loss 0.4321 (276s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 400/1500 loss 0.4352 (315s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 450/1500 loss 0.4425 (352s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 500/1500 loss 0.4078 (390s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 550/1500 loss 0.4228 (427s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 600/1500 loss 0.4144 (466s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 650/1500 loss 0.4009 (503s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 700/1500 loss 0.4163 (541s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 750/1500 loss 0.4011 (578s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 800/1500 loss 0.4085 (616s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 850/1500 loss 0.3930 (653s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 900/1500 loss 0.3747 (692s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 950/1500 loss 0.3546 (729s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1000/1500 loss 0.3523 (767s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1050/1500 loss 0.3593 (804s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1100/1500 loss 0.3580 (843s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1150/1500 loss 0.3516 (880s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1200/1500 loss 0.3781 (918s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1250/1500 loss 0.3846 (955s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1300/1500 loss 0.3736 (994s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1350/1500 loss 0.3573 (1031s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1400/1500 loss 0.3528 (1069s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1450/1500 loss 0.3636 (1106s)
+[t1_0.6B_gsm8k_r16_lr2e-4] step 1500/1500 loss 0.3514 (1144s)
+[t1_0.6B_gsm8k_r16_lr2e-4] DONE in 1145s -> runs/t1_0.6B_gsm8k_r16_lr2e-4
diff --git a/t1/t1_0.6B_gsm8k_r16_lr2e-4/meta.json b/t1/t1_0.6B_gsm8k_r16_lr2e-4/meta.json
new file mode 100644
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 16562.65it/s]
+[t1_0.6B_gsm8k_r4_lr2e-4] step 50/1500 loss 0.4916 (41s)
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+[t1_0.6B_gsm8k_r4_lr2e-4] step 300/1500 loss 0.4244 (227s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 350/1500 loss 0.4379 (264s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 400/1500 loss 0.4407 (302s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 450/1500 loss 0.4486 (338s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 500/1500 loss 0.4135 (376s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 550/1500 loss 0.4263 (412s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 600/1500 loss 0.4210 (450s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 650/1500 loss 0.4080 (487s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 700/1500 loss 0.4207 (524s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 750/1500 loss 0.4060 (561s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 800/1500 loss 0.4126 (599s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 850/1500 loss 0.3991 (635s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 900/1500 loss 0.3999 (673s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 950/1500 loss 0.3849 (709s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1000/1500 loss 0.3837 (747s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1050/1500 loss 0.3915 (783s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1100/1500 loss 0.3877 (821s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1150/1500 loss 0.3765 (857s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1200/1500 loss 0.4046 (895s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1250/1500 loss 0.4150 (932s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1300/1500 loss 0.3995 (970s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1350/1500 loss 0.3821 (1006s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1400/1500 loss 0.3760 (1044s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1450/1500 loss 0.3899 (1080s)
+[t1_0.6B_gsm8k_r4_lr2e-4] step 1500/1500 loss 0.3761 (1118s)
+[t1_0.6B_gsm8k_r4_lr2e-4] DONE in 1118s -> runs/t1_0.6B_gsm8k_r4_lr2e-4
diff --git a/t1/t1_0.6B_gsm8k_r4_lr2e-4/meta.json b/t1/t1_0.6B_gsm8k_r4_lr2e-4/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..d17c80476430be294ac906d6acb6d4fcaeb34cba
--- /dev/null
+++ b/t1/t1_0.6B_gsm8k_r4_lr2e-4/meta.json
@@ -0,0 +1,2336 @@
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diff --git a/t1/t1_0.6B_gsm8k_r4_lr2e-4/metrics.npz b/t1/t1_0.6B_gsm8k_r4_lr2e-4/metrics.npz
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diff --git a/t1/t1_0.6B_gsm8k_r64_lr2e-4/log.txt b/t1/t1_0.6B_gsm8k_r64_lr2e-4/log.txt
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 17076.22it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[t1_0.6B_gsm8k_r64_lr2e-4] step 50/1500 loss 0.4894 (50s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 100/1500 loss 0.4450 (97s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 150/1500 loss 0.4424 (142s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 200/1500 loss 0.4178 (188s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 250/1500 loss 0.4202 (239s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 300/1500 loss 0.4249 (285s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 350/1500 loss 0.4395 (330s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 400/1500 loss 0.4383 (377s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 450/1500 loss 0.4467 (421s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 500/1500 loss 0.4141 (468s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 550/1500 loss 0.4310 (513s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 600/1500 loss 0.4203 (559s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 650/1500 loss 0.4082 (604s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 700/1500 loss 0.4250 (650s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 750/1500 loss 0.4101 (695s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 800/1500 loss 0.4192 (741s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 850/1500 loss 0.4008 (786s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 900/1500 loss 0.3547 (832s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 950/1500 loss 0.3235 (877s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1000/1500 loss 0.3265 (923s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1050/1500 loss 0.3349 (968s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1100/1500 loss 0.3358 (1015s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1150/1500 loss 0.3309 (1059s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1200/1500 loss 0.3581 (1106s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1250/1500 loss 0.3647 (1151s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1300/1500 loss 0.3553 (1197s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1350/1500 loss 0.3461 (1242s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1400/1500 loss 0.3360 (1288s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1450/1500 loss 0.3468 (1333s)
+[t1_0.6B_gsm8k_r64_lr2e-4] step 1500/1500 loss 0.3383 (1380s)
+[t1_0.6B_gsm8k_r64_lr2e-4] DONE in 1380s -> runs/t1_0.6B_gsm8k_r64_lr2e-4
diff --git a/t1/t1_0.6B_gsm8k_r64_lr2e-4/meta.json b/t1/t1_0.6B_gsm8k_r64_lr2e-4/meta.json
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diff --git a/t1/t1_0.6B_gsm8k_r64_lr2e-4/metrics.npz b/t1/t1_0.6B_gsm8k_r64_lr2e-4/metrics.npz
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diff --git a/t1/t1_0.6B_sql_r16_lr2e-4/config.json b/t1/t1_0.6B_sql_r16_lr2e-4/config.json
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+{
+ "run_id": "t1_0.6B_sql_r16_lr2e-4",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "sql",
+ "seq_len": 512,
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+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/t1/t1_0.6B_sql_r16_lr2e-4/log.txt b/t1/t1_0.6B_sql_r16_lr2e-4/log.txt
new file mode 100644
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@@ -0,0 +1,35 @@
+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, 42675.41it/s]
+[t1_0.6B_sql_r16_lr2e-4] step 50/1500 loss 0.1711 (43s)
+[t1_0.6B_sql_r16_lr2e-4] step 100/1500 loss 0.1046 (81s)
+[t1_0.6B_sql_r16_lr2e-4] step 150/1500 loss 0.0967 (118s)
+[t1_0.6B_sql_r16_lr2e-4] step 200/1500 loss 0.0832 (157s)
+[t1_0.6B_sql_r16_lr2e-4] step 250/1500 loss 0.0796 (193s)
+[t1_0.6B_sql_r16_lr2e-4] step 300/1500 loss 0.0718 (232s)
+[t1_0.6B_sql_r16_lr2e-4] step 350/1500 loss 0.0645 (269s)
+[t1_0.6B_sql_r16_lr2e-4] step 400/1500 loss 0.0667 (307s)
+[t1_0.6B_sql_r16_lr2e-4] step 450/1500 loss 0.0659 (344s)
+[t1_0.6B_sql_r16_lr2e-4] step 500/1500 loss 0.0663 (382s)
+[t1_0.6B_sql_r16_lr2e-4] step 550/1500 loss 0.0647 (419s)
+[t1_0.6B_sql_r16_lr2e-4] step 600/1500 loss 0.0787 (457s)
+[t1_0.6B_sql_r16_lr2e-4] step 650/1500 loss 0.0549 (494s)
+[t1_0.6B_sql_r16_lr2e-4] step 700/1500 loss 0.0495 (533s)
+[t1_0.6B_sql_r16_lr2e-4] step 750/1500 loss 0.0561 (569s)
+[t1_0.6B_sql_r16_lr2e-4] step 800/1500 loss 0.0592 (608s)
+[t1_0.6B_sql_r16_lr2e-4] step 850/1500 loss 0.0556 (645s)
+[t1_0.6B_sql_r16_lr2e-4] step 900/1500 loss 0.0434 (683s)
+[t1_0.6B_sql_r16_lr2e-4] step 950/1500 loss 0.0464 (720s)
+[t1_0.6B_sql_r16_lr2e-4] step 1000/1500 loss 0.0461 (758s)
+[t1_0.6B_sql_r16_lr2e-4] step 1050/1500 loss 0.0444 (795s)
+[t1_0.6B_sql_r16_lr2e-4] step 1100/1500 loss 0.0468 (834s)
+[t1_0.6B_sql_r16_lr2e-4] step 1150/1500 loss 0.0454 (870s)
+[t1_0.6B_sql_r16_lr2e-4] step 1200/1500 loss 0.0490 (909s)
+[t1_0.6B_sql_r16_lr2e-4] step 1250/1500 loss 0.0403 (946s)
+[t1_0.6B_sql_r16_lr2e-4] step 1300/1500 loss 0.0411 (984s)
+[t1_0.6B_sql_r16_lr2e-4] step 1350/1500 loss 0.0456 (1021s)
+[t1_0.6B_sql_r16_lr2e-4] step 1400/1500 loss 0.0335 (1059s)
+[t1_0.6B_sql_r16_lr2e-4] step 1450/1500 loss 0.0394 (1096s)
+[t1_0.6B_sql_r16_lr2e-4] step 1500/1500 loss 0.0403 (1134s)
+[t1_0.6B_sql_r16_lr2e-4] DONE in 1135s -> runs/t1_0.6B_sql_r16_lr2e-4
diff --git a/t1/t1_0.6B_sql_r16_lr2e-4/meta.json b/t1/t1_0.6B_sql_r16_lr2e-4/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3e8ec951818bf32b294aa01106e8a8e90cba539
--- /dev/null
+++ b/t1/t1_0.6B_sql_r16_lr2e-4/meta.json
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diff --git a/t1/t1_0.6B_sql_r4_lr2e-4/log.txt b/t1/t1_0.6B_sql_r4_lr2e-4/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, 16694.93it/s]
+[t1_0.6B_sql_r4_lr2e-4] step 50/1500 loss 0.2076 (40s)
+[t1_0.6B_sql_r4_lr2e-4] step 100/1500 loss 0.1346 (78s)
+[t1_0.6B_sql_r4_lr2e-4] step 150/1500 loss 0.1109 (114s)
+[t1_0.6B_sql_r4_lr2e-4] step 200/1500 loss 0.0944 (152s)
+[t1_0.6B_sql_r4_lr2e-4] step 250/1500 loss 0.0913 (188s)
+[t1_0.6B_sql_r4_lr2e-4] step 300/1500 loss 0.0822 (226s)
+[t1_0.6B_sql_r4_lr2e-4] step 350/1500 loss 0.0765 (262s)
+[t1_0.6B_sql_r4_lr2e-4] step 400/1500 loss 0.0717 (300s)
+[t1_0.6B_sql_r4_lr2e-4] step 450/1500 loss 0.0705 (336s)
+[t1_0.6B_sql_r4_lr2e-4] step 500/1500 loss 0.0732 (374s)
+[t1_0.6B_sql_r4_lr2e-4] step 550/1500 loss 0.0665 (411s)
+[t1_0.6B_sql_r4_lr2e-4] step 600/1500 loss 0.0839 (448s)
+[t1_0.6B_sql_r4_lr2e-4] step 650/1500 loss 0.0611 (485s)
+[t1_0.6B_sql_r4_lr2e-4] step 700/1500 loss 0.0527 (522s)
+[t1_0.6B_sql_r4_lr2e-4] step 750/1500 loss 0.0602 (559s)
+[t1_0.6B_sql_r4_lr2e-4] step 800/1500 loss 0.0649 (597s)
+[t1_0.6B_sql_r4_lr2e-4] step 850/1500 loss 0.0588 (633s)
+[t1_0.6B_sql_r4_lr2e-4] step 900/1500 loss 0.0479 (671s)
+[t1_0.6B_sql_r4_lr2e-4] step 950/1500 loss 0.0446 (707s)
+[t1_0.6B_sql_r4_lr2e-4] step 1000/1500 loss 0.0484 (745s)
+[t1_0.6B_sql_r4_lr2e-4] step 1050/1500 loss 0.0469 (781s)
+[t1_0.6B_sql_r4_lr2e-4] step 1100/1500 loss 0.0469 (819s)
+[t1_0.6B_sql_r4_lr2e-4] step 1150/1500 loss 0.0494 (855s)
+[t1_0.6B_sql_r4_lr2e-4] step 1200/1500 loss 0.0507 (893s)
+[t1_0.6B_sql_r4_lr2e-4] step 1250/1500 loss 0.0411 (930s)
+[t1_0.6B_sql_r4_lr2e-4] step 1300/1500 loss 0.0437 (967s)
+[t1_0.6B_sql_r4_lr2e-4] step 1350/1500 loss 0.0506 (1004s)
+[t1_0.6B_sql_r4_lr2e-4] step 1400/1500 loss 0.0379 (1042s)
+[t1_0.6B_sql_r4_lr2e-4] step 1450/1500 loss 0.0419 (1078s)
+[t1_0.6B_sql_r4_lr2e-4] step 1500/1500 loss 0.0408 (1116s)
+[t1_0.6B_sql_r4_lr2e-4] DONE in 1116s -> runs/t1_0.6B_sql_r4_lr2e-4
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diff --git a/t1/t1_0.6B_sql_r64_lr2e-4/log.txt b/t1/t1_0.6B_sql_r64_lr2e-4/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:   3%|▎         | 8/310 [00:00<00:05, 59.62it/s]
+Loading weights:   5%|▍         | 14/310 [00:00<00:05, 55.48it/s]
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+Loading weights:  43%|████▎     | 132/310 [00:00<00:00, 294.29it/s]
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+Loading weights:  79%|███████▉  | 246/310 [00:02<00:00, 118.65it/s]
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+Loading weights:  88%|████████▊ | 274/310 [00:02<00:00, 91.24it/s] 
+Loading weights:  92%|█████████▏| 285/310 [00:02<00:00, 84.52it/s]
+Loading weights:  95%|█████████▌| 295/310 [00:02<00:00, 70.04it/s]
+Loading weights: 100%|██████████| 310/310 [00:02<00:00, 106.13it/s]
+[t1_0.6B_sql_r64_lr2e-4] step 50/1500 loss 0.1642 (106s)
+[t1_0.6B_sql_r64_lr2e-4] step 100/1500 loss 0.0920 (153s)
+[t1_0.6B_sql_r64_lr2e-4] step 150/1500 loss 0.0975 (198s)
+[t1_0.6B_sql_r64_lr2e-4] step 200/1500 loss 0.0912 (245s)
+[t1_0.6B_sql_r64_lr2e-4] step 250/1500 loss 0.0782 (290s)
+[t1_0.6B_sql_r64_lr2e-4] step 300/1500 loss 0.0757 (336s)
+[t1_0.6B_sql_r64_lr2e-4] step 350/1500 loss 0.0706 (380s)
+[t1_0.6B_sql_r64_lr2e-4] step 400/1500 loss 0.0700 (426s)
+[t1_0.6B_sql_r64_lr2e-4] step 450/1500 loss 0.0747 (471s)
+[t1_0.6B_sql_r64_lr2e-4] step 500/1500 loss 0.0716 (518s)
+[t1_0.6B_sql_r64_lr2e-4] step 550/1500 loss 0.0656 (562s)
+[t1_0.6B_sql_r64_lr2e-4] step 600/1500 loss 0.0804 (608s)
+[t1_0.6B_sql_r64_lr2e-4] step 650/1500 loss 0.0631 (653s)
+[t1_0.6B_sql_r64_lr2e-4] step 700/1500 loss 0.0569 (699s)
+[t1_0.6B_sql_r64_lr2e-4] step 750/1500 loss 0.0653 (744s)
+[t1_0.6B_sql_r64_lr2e-4] step 800/1500 loss 0.0662 (790s)
+[t1_0.6B_sql_r64_lr2e-4] step 850/1500 loss 0.0673 (835s)
+[t1_0.6B_sql_r64_lr2e-4] step 900/1500 loss 0.0483 (881s)
+[t1_0.6B_sql_r64_lr2e-4] step 950/1500 loss 0.0545 (926s)
+[t1_0.6B_sql_r64_lr2e-4] step 1000/1500 loss 0.0541 (972s)
+[t1_0.6B_sql_r64_lr2e-4] step 1050/1500 loss 0.0519 (1017s)
+[t1_0.6B_sql_r64_lr2e-4] step 1100/1500 loss 0.0551 (1063s)
+[t1_0.6B_sql_r64_lr2e-4] step 1150/1500 loss 0.0521 (1108s)
+[t1_0.6B_sql_r64_lr2e-4] step 1200/1500 loss 0.0581 (1154s)
+[t1_0.6B_sql_r64_lr2e-4] step 1250/1500 loss 0.0489 (1198s)
+[t1_0.6B_sql_r64_lr2e-4] step 1300/1500 loss 0.0508 (1245s)
+[t1_0.6B_sql_r64_lr2e-4] step 1350/1500 loss 0.0546 (1289s)
+[t1_0.6B_sql_r64_lr2e-4] step 1400/1500 loss 0.0475 (1335s)
+[t1_0.6B_sql_r64_lr2e-4] step 1450/1500 loss 0.0435 (1380s)
+[t1_0.6B_sql_r64_lr2e-4] step 1500/1500 loss 0.0478 (1426s)
+[t1_0.6B_sql_r64_lr2e-4] DONE in 1426s -> runs/t1_0.6B_sql_r64_lr2e-4
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diff --git a/t1/t1_0.6B_tulu_r16_lr1e-3/log.txt b/t1/t1_0.6B_tulu_r16_lr1e-3/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:  34%|███▍      | 105/310 [00:00<00:00, 468.23it/s]
+Loading weights:  49%|████▉     | 152/310 [00:00<00:00, 444.96it/s]
+Loading weights:  64%|██████▍   | 199/310 [00:00<00:00, 424.18it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 627.88it/s]
+[t1_0.6B_tulu_r16_lr1e-3] step 50/1500 loss 1.0720 (54s)
+[t1_0.6B_tulu_r16_lr1e-3] step 100/1500 loss 1.1461 (93s)
+[t1_0.6B_tulu_r16_lr1e-3] step 150/1500 loss 1.1173 (130s)
+[t1_0.6B_tulu_r16_lr1e-3] step 200/1500 loss 1.1834 (168s)
+[t1_0.6B_tulu_r16_lr1e-3] step 250/1500 loss 1.0609 (205s)
+[t1_0.6B_tulu_r16_lr1e-3] step 300/1500 loss 1.0696 (244s)
+[t1_0.6B_tulu_r16_lr1e-3] step 350/1500 loss 1.1186 (281s)
+[t1_0.6B_tulu_r16_lr1e-3] step 400/1500 loss 1.0357 (320s)
+[t1_0.6B_tulu_r16_lr1e-3] step 450/1500 loss 1.0654 (357s)
+[t1_0.6B_tulu_r16_lr1e-3] step 500/1500 loss 1.1342 (395s)
+[t1_0.6B_tulu_r16_lr1e-3] step 550/1500 loss 1.0256 (432s)
+[t1_0.6B_tulu_r16_lr1e-3] step 600/1500 loss 1.0904 (471s)
+[t1_0.6B_tulu_r16_lr1e-3] step 650/1500 loss 1.1338 (508s)
+[t1_0.6B_tulu_r16_lr1e-3] step 700/1500 loss 1.1193 (547s)
+[t1_0.6B_tulu_r16_lr1e-3] step 750/1500 loss 1.0875 (584s)
+[t1_0.6B_tulu_r16_lr1e-3] step 800/1500 loss 1.0040 (622s)
+[t1_0.6B_tulu_r16_lr1e-3] step 850/1500 loss 1.1096 (659s)
+[t1_0.6B_tulu_r16_lr1e-3] step 900/1500 loss 1.0981 (698s)
+[t1_0.6B_tulu_r16_lr1e-3] step 950/1500 loss 0.9917 (735s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1000/1500 loss 1.0637 (774s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1050/1500 loss 1.0258 (811s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1100/1500 loss 1.0847 (850s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1150/1500 loss 1.2164 (887s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1200/1500 loss 1.0875 (925s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1250/1500 loss 1.2291 (962s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1300/1500 loss 1.1070 (1001s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1350/1500 loss 1.0534 (1038s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1400/1500 loss 1.2286 (1077s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1450/1500 loss 1.1376 (1114s)
+[t1_0.6B_tulu_r16_lr1e-3] step 1500/1500 loss 1.0958 (1152s)
+[t1_0.6B_tulu_r16_lr1e-3] DONE in 1153s -> runs/t1_0.6B_tulu_r16_lr1e-3
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diff --git a/t1/t1_0.6B_tulu_r16_lr2e-4/log.txt b/t1/t1_0.6B_tulu_r16_lr2e-4/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, 14848.79it/s]
+[t1_0.6B_tulu_r16_lr2e-4] step 50/1500 loss 1.0501 (42s)
+[t1_0.6B_tulu_r16_lr2e-4] step 100/1500 loss 1.0298 (80s)
+[t1_0.6B_tulu_r16_lr2e-4] step 150/1500 loss 1.0424 (117s)
+[t1_0.6B_tulu_r16_lr2e-4] step 200/1500 loss 1.1208 (156s)
+[t1_0.6B_tulu_r16_lr2e-4] step 250/1500 loss 0.9948 (193s)
+[t1_0.6B_tulu_r16_lr2e-4] step 300/1500 loss 1.0030 (232s)
+[t1_0.6B_tulu_r16_lr2e-4] step 350/1500 loss 1.0433 (269s)
+[t1_0.6B_tulu_r16_lr2e-4] step 400/1500 loss 0.9598 (307s)
+[t1_0.6B_tulu_r16_lr2e-4] step 450/1500 loss 0.9741 (344s)
+[t1_0.6B_tulu_r16_lr2e-4] step 500/1500 loss 1.0208 (383s)
+[t1_0.6B_tulu_r16_lr2e-4] step 550/1500 loss 0.9226 (420s)
+[t1_0.6B_tulu_r16_lr2e-4] step 600/1500 loss 0.9756 (459s)
+[t1_0.6B_tulu_r16_lr2e-4] step 650/1500 loss 1.0230 (496s)
+[t1_0.6B_tulu_r16_lr2e-4] step 700/1500 loss 1.0072 (536s)
+[t1_0.6B_tulu_r16_lr2e-4] step 750/1500 loss 0.9760 (573s)
+[t1_0.6B_tulu_r16_lr2e-4] step 800/1500 loss 0.8946 (611s)
+[t1_0.6B_tulu_r16_lr2e-4] step 850/1500 loss 0.9845 (648s)
+[t1_0.6B_tulu_r16_lr2e-4] step 900/1500 loss 0.9848 (687s)
+[t1_0.6B_tulu_r16_lr2e-4] step 950/1500 loss 0.8796 (724s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1000/1500 loss 0.9424 (763s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1050/1500 loss 0.9029 (800s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1100/1500 loss 0.9608 (839s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1150/1500 loss 1.0799 (876s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1200/1500 loss 0.9636 (915s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1250/1500 loss 1.0823 (952s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1300/1500 loss 0.9688 (990s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1350/1500 loss 0.9043 (1027s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1400/1500 loss 1.0837 (1066s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1450/1500 loss 1.0019 (1103s)
+[t1_0.6B_tulu_r16_lr2e-4] step 1500/1500 loss 0.9575 (1142s)
+[t1_0.6B_tulu_r16_lr2e-4] DONE in 1142s -> runs/t1_0.6B_tulu_r16_lr2e-4
diff --git a/t1/t1_0.6B_tulu_r16_lr2e-4/meta.json b/t1/t1_0.6B_tulu_r16_lr2e-4/meta.json
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+ "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/t1/t1_0.6B_tulu_r4_lr2e-4/log.txt b/t1/t1_0.6B_tulu_r4_lr2e-4/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1091ed24b9fa4d0564543f76a3b898820afcb915
--- /dev/null
+++ b/t1/t1_0.6B_tulu_r4_lr2e-4/log.txt
@@ -0,0 +1,43 @@
+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:   1%|          | 2/310 [00:00<00:17, 18.09it/s]
+Loading weights:   2%|▏         | 5/310 [00:00<00:12, 23.71it/s]
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+Loading weights:  32%|███▏      | 99/310 [00:00<00:01, 196.36it/s]
+Loading weights:  65%|██████▍   | 200/310 [00:00<00:00, 405.46it/s]
+Loading weights:  79%|███████▉  | 245/310 [00:00<00:00, 341.10it/s]
+Loading weights:  91%|█████████▏| 283/310 [00:01<00:00, 242.07it/s]
+Loading weights: 100%|██████████| 310/310 [00:01<00:00, 247.08it/s]
+[t1_0.6B_tulu_r4_lr2e-4] step 50/1500 loss 1.0563 (55s)
+[t1_0.6B_tulu_r4_lr2e-4] step 100/1500 loss 1.0347 (93s)
+[t1_0.6B_tulu_r4_lr2e-4] step 150/1500 loss 1.0480 (129s)
+[t1_0.6B_tulu_r4_lr2e-4] step 200/1500 loss 1.1248 (167s)
+[t1_0.6B_tulu_r4_lr2e-4] step 250/1500 loss 1.0008 (204s)
+[t1_0.6B_tulu_r4_lr2e-4] step 300/1500 loss 1.0073 (242s)
+[t1_0.6B_tulu_r4_lr2e-4] step 350/1500 loss 1.0499 (278s)
+[t1_0.6B_tulu_r4_lr2e-4] step 400/1500 loss 0.9672 (316s)
+[t1_0.6B_tulu_r4_lr2e-4] step 450/1500 loss 0.9829 (353s)
+[t1_0.6B_tulu_r4_lr2e-4] step 500/1500 loss 1.0272 (391s)
+[t1_0.6B_tulu_r4_lr2e-4] step 550/1500 loss 0.9280 (427s)
+[t1_0.6B_tulu_r4_lr2e-4] step 600/1500 loss 0.9781 (465s)
+[t1_0.6B_tulu_r4_lr2e-4] step 650/1500 loss 1.0250 (502s)
+[t1_0.6B_tulu_r4_lr2e-4] step 700/1500 loss 1.0099 (540s)
+[t1_0.6B_tulu_r4_lr2e-4] step 750/1500 loss 0.9785 (576s)
+[t1_0.6B_tulu_r4_lr2e-4] step 800/1500 loss 0.8983 (615s)
+[t1_0.6B_tulu_r4_lr2e-4] step 850/1500 loss 0.9862 (651s)
+[t1_0.6B_tulu_r4_lr2e-4] step 900/1500 loss 0.9854 (689s)
+[t1_0.6B_tulu_r4_lr2e-4] step 950/1500 loss 0.8797 (726s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1000/1500 loss 0.9417 (764s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1050/1500 loss 0.9045 (800s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1100/1500 loss 0.9634 (838s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1150/1500 loss 1.0819 (875s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1200/1500 loss 0.9652 (913s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1250/1500 loss 1.0838 (949s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1300/1500 loss 0.9703 (988s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1350/1500 loss 0.9065 (1024s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1400/1500 loss 1.0859 (1062s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1450/1500 loss 1.0055 (1099s)
+[t1_0.6B_tulu_r4_lr2e-4] step 1500/1500 loss 0.9602 (1137s)
+[t1_0.6B_tulu_r4_lr2e-4] DONE in 1137s -> runs/t1_0.6B_tulu_r4_lr2e-4
diff --git a/t1/t1_0.6B_tulu_r4_lr2e-4/meta.json b/t1/t1_0.6B_tulu_r4_lr2e-4/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e823a39d8b8ea53ed42df36976d428ef6279347d
--- /dev/null
+++ b/t1/t1_0.6B_tulu_r4_lr2e-4/meta.json
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diff --git a/t1/t1_0.6B_tulu_r64_lr2e-4/log.txt b/t1/t1_0.6B_tulu_r64_lr2e-4/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, 17397.23it/s]
+[t1_0.6B_tulu_r64_lr2e-4] step 50/1500 loss 1.0570 (50s)
+[t1_0.6B_tulu_r64_lr2e-4] step 100/1500 loss 1.0383 (97s)
+[t1_0.6B_tulu_r64_lr2e-4] step 150/1500 loss 1.0497 (142s)
+[t1_0.6B_tulu_r64_lr2e-4] step 200/1500 loss 1.1275 (189s)
+[t1_0.6B_tulu_r64_lr2e-4] step 250/1500 loss 1.0013 (234s)
+[t1_0.6B_tulu_r64_lr2e-4] step 300/1500 loss 1.0080 (281s)
+[t1_0.6B_tulu_r64_lr2e-4] step 350/1500 loss 1.0465 (326s)
+[t1_0.6B_tulu_r64_lr2e-4] step 400/1500 loss 0.9661 (372s)
+[t1_0.6B_tulu_r64_lr2e-4] step 450/1500 loss 0.9816 (417s)
+[t1_0.6B_tulu_r64_lr2e-4] step 500/1500 loss 1.0335 (464s)
+[t1_0.6B_tulu_r64_lr2e-4] step 550/1500 loss 0.9337 (510s)
+[t1_0.6B_tulu_r64_lr2e-4] step 600/1500 loss 0.9894 (556s)
+[t1_0.6B_tulu_r64_lr2e-4] step 650/1500 loss 1.0368 (601s)
+[t1_0.6B_tulu_r64_lr2e-4] step 700/1500 loss 1.0203 (648s)
+[t1_0.6B_tulu_r64_lr2e-4] step 750/1500 loss 0.9901 (693s)
+[t1_0.6B_tulu_r64_lr2e-4] step 800/1500 loss 0.9075 (740s)
+[t1_0.6B_tulu_r64_lr2e-4] step 850/1500 loss 1.0019 (785s)
+[t1_0.6B_tulu_r64_lr2e-4] step 900/1500 loss 0.9989 (832s)
+[t1_0.6B_tulu_r64_lr2e-4] step 950/1500 loss 0.8947 (877s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1000/1500 loss 0.9574 (923s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1050/1500 loss 0.9189 (968s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1100/1500 loss 0.9743 (1015s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1150/1500 loss 1.1004 (1061s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1200/1500 loss 0.9803 (1107s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1250/1500 loss 1.1010 (1152s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1300/1500 loss 0.9867 (1199s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1350/1500 loss 0.9237 (1244s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1400/1500 loss 1.1031 (1291s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1450/1500 loss 1.0186 (1336s)
+[t1_0.6B_tulu_r64_lr2e-4] step 1500/1500 loss 0.9711 (1382s)
+[t1_0.6B_tulu_r64_lr2e-4] DONE in 1382s -> runs/t1_0.6B_tulu_r64_lr2e-4
diff --git a/t1/t1_0.6B_tulu_r64_lr2e-4/meta.json b/t1/t1_0.6B_tulu_r64_lr2e-4/meta.json
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+[t1_1.7B_gsm8k_r16_lr2e-4] step 300/1500 loss 0.3611 (410s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 350/1500 loss 0.3671 (473s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 400/1500 loss 0.3749 (539s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 450/1500 loss 0.3793 (603s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 500/1500 loss 0.3508 (669s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 550/1500 loss 0.3649 (732s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 600/1500 loss 0.3586 (799s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 650/1500 loss 0.3455 (862s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 700/1500 loss 0.3587 (929s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 750/1500 loss 0.3461 (992s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 800/1500 loss 0.3557 (1059s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 850/1500 loss 0.3402 (1122s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 900/1500 loss 0.3303 (1189s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 950/1500 loss 0.3057 (1252s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1000/1500 loss 0.3124 (1318s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1050/1500 loss 0.3104 (1381s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1100/1500 loss 0.3117 (1448s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1150/1500 loss 0.3037 (1511s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1200/1500 loss 0.3292 (1577s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1250/1500 loss 0.3362 (1641s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1300/1500 loss 0.3247 (1707s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1350/1500 loss 0.3120 (1771s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1400/1500 loss 0.3064 (1837s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1450/1500 loss 0.3177 (1900s)
+[t1_1.7B_gsm8k_r16_lr2e-4] step 1500/1500 loss 0.3048 (1967s)
+[t1_1.7B_gsm8k_r16_lr2e-4] DONE in 1967s -> runs/t1_1.7B_gsm8k_r16_lr2e-4
diff --git a/t1/t1_1.7B_gsm8k_r16_lr2e-4/meta.json b/t1/t1_1.7B_gsm8k_r16_lr2e-4/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..37e877416d3a3de2980eaf544b1815e41281a671
--- /dev/null
+++ b/t1/t1_1.7B_gsm8k_r16_lr2e-4/meta.json
@@ -0,0 +1,2336 @@
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diff --git a/t1/t1_1.7B_gsm8k_r16_lr2e-4/metrics.npz b/t1/t1_1.7B_gsm8k_r16_lr2e-4/metrics.npz
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diff --git a/t1/t1_1.7B_sql_r16_lr2e-4/log.txt b/t1/t1_1.7B_sql_r16_lr2e-4/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, 14621.70it/s]
+[t1_1.7B_sql_r16_lr2e-4] step 50/1500 loss 0.1442 (71s)
+[t1_1.7B_sql_r16_lr2e-4] step 100/1500 loss 0.1010 (137s)
+[t1_1.7B_sql_r16_lr2e-4] step 150/1500 loss 0.0855 (200s)
+[t1_1.7B_sql_r16_lr2e-4] step 200/1500 loss 0.0672 (266s)
+[t1_1.7B_sql_r16_lr2e-4] step 250/1500 loss 0.0680 (329s)
+[t1_1.7B_sql_r16_lr2e-4] step 300/1500 loss 0.0568 (395s)
+[t1_1.7B_sql_r16_lr2e-4] step 350/1500 loss 0.0541 (458s)
+[t1_1.7B_sql_r16_lr2e-4] step 400/1500 loss 0.0541 (524s)
+[t1_1.7B_sql_r16_lr2e-4] step 450/1500 loss 0.0543 (587s)
+[t1_1.7B_sql_r16_lr2e-4] step 500/1500 loss 0.0516 (653s)
+[t1_1.7B_sql_r16_lr2e-4] step 550/1500 loss 0.0516 (716s)
+[t1_1.7B_sql_r16_lr2e-4] step 600/1500 loss 0.0604 (783s)
+[t1_1.7B_sql_r16_lr2e-4] step 650/1500 loss 0.0435 (846s)
+[t1_1.7B_sql_r16_lr2e-4] step 700/1500 loss 0.0441 (912s)
+[t1_1.7B_sql_r16_lr2e-4] step 750/1500 loss 0.0472 (975s)
+[t1_1.7B_sql_r16_lr2e-4] step 800/1500 loss 0.0466 (1041s)
+[t1_1.7B_sql_r16_lr2e-4] step 850/1500 loss 0.0491 (1104s)
+[t1_1.7B_sql_r16_lr2e-4] step 900/1500 loss 0.0359 (1170s)
+[t1_1.7B_sql_r16_lr2e-4] step 950/1500 loss 0.0379 (1233s)
+[t1_1.7B_sql_r16_lr2e-4] step 1000/1500 loss 0.0365 (1299s)
+[t1_1.7B_sql_r16_lr2e-4] step 1050/1500 loss 0.0382 (1362s)
+[t1_1.7B_sql_r16_lr2e-4] step 1100/1500 loss 0.0371 (1428s)
+[t1_1.7B_sql_r16_lr2e-4] step 1150/1500 loss 0.0386 (1491s)
+[t1_1.7B_sql_r16_lr2e-4] step 1200/1500 loss 0.0395 (1557s)
+[t1_1.7B_sql_r16_lr2e-4] step 1250/1500 loss 0.0356 (1620s)
+[t1_1.7B_sql_r16_lr2e-4] step 1300/1500 loss 0.0325 (1686s)
+[t1_1.7B_sql_r16_lr2e-4] step 1350/1500 loss 0.0359 (1749s)
+[t1_1.7B_sql_r16_lr2e-4] step 1400/1500 loss 0.0285 (1815s)
+[t1_1.7B_sql_r16_lr2e-4] step 1450/1500 loss 0.0318 (1878s)
+[t1_1.7B_sql_r16_lr2e-4] step 1500/1500 loss 0.0288 (1944s)
+[t1_1.7B_sql_r16_lr2e-4] DONE in 1944s -> runs/t1_1.7B_sql_r16_lr2e-4
diff --git a/t1/t1_1.7B_sql_r16_lr2e-4/meta.json b/t1/t1_1.7B_sql_r16_lr2e-4/meta.json
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diff --git a/t1/t1_1.7B_tulu_r16_lr2e-4/log.txt b/t1/t1_1.7B_tulu_r16_lr2e-4/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, 16589.70it/s]
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+[t1_1.7B_tulu_r16_lr2e-4] step 1450/1500 loss 0.8669 (1894s)
+[t1_1.7B_tulu_r16_lr2e-4] step 1500/1500 loss 0.8316 (1960s)
+[t1_1.7B_tulu_r16_lr2e-4] DONE in 1961s -> runs/t1_1.7B_tulu_r16_lr2e-4
diff --git a/t1/t1_1.7B_tulu_r16_lr2e-4/meta.json b/t1/t1_1.7B_tulu_r16_lr2e-4/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..50f2f37a5cb12d75aba4998a745b6db2387c4a67
--- /dev/null
+++ b/t1/t1_1.7B_tulu_r16_lr2e-4/meta.json
@@ -0,0 +1,2336 @@
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diff --git a/t1/t1_4B_gsm8k_r16_lr2e-4/log.txt b/t1/t1_4B_gsm8k_r16_lr2e-4/log.txt
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index 0000000000000000000000000000000000000000..e4c0e9e04fdca1ff431d9462683df86ea688f18f
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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%|          | 0/398 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 398/398 [00:00<00:00, 46427.11it/s]
+[t1_4B_gsm8k_r16_lr2e-4] step 50/1500 loss 0.2951 (152s)
+[t1_4B_gsm8k_r16_lr2e-4] step 100/1500 loss 0.2566 (289s)
+[t1_4B_gsm8k_r16_lr2e-4] step 150/1500 loss 0.2472 (424s)
+[t1_4B_gsm8k_r16_lr2e-4] step 200/1500 loss 0.2341 (562s)
+[t1_4B_gsm8k_r16_lr2e-4] step 250/1500 loss 0.2361 (698s)
+[t1_4B_gsm8k_r16_lr2e-4] step 300/1500 loss 0.2400 (836s)
+[t1_4B_gsm8k_r16_lr2e-4] step 350/1500 loss 0.2438 (971s)
+[t1_4B_gsm8k_r16_lr2e-4] step 400/1500 loss 0.2573 (1110s)
+[t1_4B_gsm8k_r16_lr2e-4] step 450/1500 loss 0.2521 (1246s)
+[t1_4B_gsm8k_r16_lr2e-4] step 500/1500 loss 0.2277 (1384s)
+[t1_4B_gsm8k_r16_lr2e-4] step 550/1500 loss 0.2434 (1520s)
+[t1_4B_gsm8k_r16_lr2e-4] step 600/1500 loss 0.2370 (1659s)
+[t1_4B_gsm8k_r16_lr2e-4] step 650/1500 loss 0.2373 (1794s)
+[t1_4B_gsm8k_r16_lr2e-4] step 700/1500 loss 0.2386 (1933s)
+[t1_4B_gsm8k_r16_lr2e-4] step 750/1500 loss 0.2352 (2069s)
+[t1_4B_gsm8k_r16_lr2e-4] step 800/1500 loss 0.2427 (2208s)
+[t1_4B_gsm8k_r16_lr2e-4] step 850/1500 loss 0.2298 (2343s)
+[t1_4B_gsm8k_r16_lr2e-4] step 900/1500 loss 0.1963 (2482s)
+[t1_4B_gsm8k_r16_lr2e-4] step 950/1500 loss 0.1758 (2618s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1000/1500 loss 0.1884 (2757s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1050/1500 loss 0.1878 (2892s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1100/1500 loss 0.1864 (3031s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1150/1500 loss 0.1817 (3167s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1200/1500 loss 0.2009 (3306s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1250/1500 loss 0.2065 (3442s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1300/1500 loss 0.1971 (3581s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1350/1500 loss 0.1889 (3717s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1400/1500 loss 0.1862 (3856s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1450/1500 loss 0.2004 (3992s)
+[t1_4B_gsm8k_r16_lr2e-4] step 1500/1500 loss 0.1822 (4131s)
+[t1_4B_gsm8k_r16_lr2e-4] DONE in 4131s -> runs/t1_4B_gsm8k_r16_lr2e-4
diff --git a/t1/t1_4B_gsm8k_r16_lr2e-4/meta.json b/t1/t1_4B_gsm8k_r16_lr2e-4/meta.json
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diff --git a/t1/t1_4B_gsm8k_r16_lr2e-4/metrics.npz b/t1/t1_4B_gsm8k_r16_lr2e-4/metrics.npz
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diff --git a/t1/t1_4B_gsm8k_r16_lr2e-4/trajectory.dat.zst b/t1/t1_4B_gsm8k_r16_lr2e-4/trajectory.dat.zst
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diff --git a/t1/t1_4B_tulu_r16_lr2e-4/config.json b/t1/t1_4B_tulu_r16_lr2e-4/config.json
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+{
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+ "model_id": "Qwen/Qwen3-4B-Base",
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+ "out_root": "runs"
+}
\ No newline at end of file
diff --git a/t1/t1_4B_tulu_r16_lr2e-4/log.txt b/t1/t1_4B_tulu_r16_lr2e-4/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c948ba9a792059e091cb0e16cb85bfd8b0e0ce8
--- /dev/null
+++ b/t1/t1_4B_tulu_r16_lr2e-4/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%|          | 0/398 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 398/398 [00:00<00:00, 15174.79it/s]
+[t1_4B_tulu_r16_lr2e-4] step 50/1500 loss 0.8106 (151s)
+[t1_4B_tulu_r16_lr2e-4] step 100/1500 loss 0.7950 (291s)
+[t1_4B_tulu_r16_lr2e-4] step 150/1500 loss 0.7957 (428s)
+[t1_4B_tulu_r16_lr2e-4] step 200/1500 loss 0.8689 (568s)
+[t1_4B_tulu_r16_lr2e-4] step 250/1500 loss 0.7526 (705s)
+[t1_4B_tulu_r16_lr2e-4] step 300/1500 loss 0.7584 (846s)
+[t1_4B_tulu_r16_lr2e-4] step 350/1500 loss 0.7947 (983s)
+[t1_4B_tulu_r16_lr2e-4] step 400/1500 loss 0.7246 (1122s)
+[t1_4B_tulu_r16_lr2e-4] step 450/1500 loss 0.7424 (1259s)
+[t1_4B_tulu_r16_lr2e-4] step 500/1500 loss 0.7725 (1399s)
+[t1_4B_tulu_r16_lr2e-4] step 550/1500 loss 0.7154 (1536s)
+[t1_4B_tulu_r16_lr2e-4] step 600/1500 loss 0.7335 (1676s)
+[t1_4B_tulu_r16_lr2e-4] step 650/1500 loss 0.7829 (1813s)
+[t1_4B_tulu_r16_lr2e-4] step 700/1500 loss 0.7599 (1954s)
+[t1_4B_tulu_r16_lr2e-4] step 750/1500 loss 0.7583 (2091s)
+[t1_4B_tulu_r16_lr2e-4] step 800/1500 loss 0.6952 (2231s)
+[t1_4B_tulu_r16_lr2e-4] step 850/1500 loss 0.7547 (2368s)
+[t1_4B_tulu_r16_lr2e-4] step 900/1500 loss 0.7712 (2508s)
+[t1_4B_tulu_r16_lr2e-4] step 950/1500 loss 0.6668 (2645s)
+[t1_4B_tulu_r16_lr2e-4] step 1000/1500 loss 0.7212 (2785s)
+[t1_4B_tulu_r16_lr2e-4] step 1050/1500 loss 0.6929 (2922s)
+[t1_4B_tulu_r16_lr2e-4] step 1100/1500 loss 0.7361 (3062s)
+[t1_4B_tulu_r16_lr2e-4] step 1150/1500 loss 0.8315 (3199s)
+[t1_4B_tulu_r16_lr2e-4] step 1200/1500 loss 0.7474 (3340s)
+[t1_4B_tulu_r16_lr2e-4] step 1250/1500 loss 0.8429 (3477s)
+[t1_4B_tulu_r16_lr2e-4] step 1300/1500 loss 0.7410 (3617s)
+[t1_4B_tulu_r16_lr2e-4] step 1350/1500 loss 0.7002 (3754s)
+[t1_4B_tulu_r16_lr2e-4] step 1400/1500 loss 0.8419 (3894s)
+[t1_4B_tulu_r16_lr2e-4] step 1450/1500 loss 0.7708 (4031s)
+[t1_4B_tulu_r16_lr2e-4] step 1500/1500 loss 0.7363 (4171s)
+[t1_4B_tulu_r16_lr2e-4] DONE in 4171s -> runs/t1_4B_tulu_r16_lr2e-4
diff --git a/t1/t1_4B_tulu_r16_lr2e-4/meta.json b/t1/t1_4B_tulu_r16_lr2e-4/meta.json
new file mode 100644
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--- /dev/null
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