diff --git a/c1/c1_kitchen_sink_tulu_ms0_r8_lr2e-4_s18/meta.json b/c1/c1_kitchen_sink_tulu_ms0_r8_lr2e-4_s18/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d4b0e2b8bb7c19750a6e857711b656ec9d01206
--- /dev/null
+++ b/c1/c1_kitchen_sink_tulu_ms0_r8_lr2e-4_s18/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms0_r8_lr5e-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:  87%|████████▋ | 271/310 [00:00<00:00, 2707.29it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 2960.44it/s]
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 50/600 loss 1.0443 (46s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 100/600 loss 0.9902 (81s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 150/600 loss 1.1326 (115s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 200/600 loss 1.1130 (151s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 250/600 loss 1.0887 (185s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 300/600 loss 1.0701 (220s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 350/600 loss 0.9973 (254s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 400/600 loss 0.9945 (290s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 450/600 loss 0.9657 (324s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 500/600 loss 1.0275 (359s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 550/600 loss 1.1566 (393s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] step 600/600 loss 0.9900 (428s)
+[c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17] DONE in 429s -> runs/c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms0_r8_lr5e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-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, 14509.92it/s]
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 50/600 loss 1.1019 (201s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 100/600 loss 0.9313 (238s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 150/600 loss 1.1136 (273s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 200/600 loss 0.9957 (310s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 250/600 loss 1.1127 (346s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 300/600 loss 1.0632 (383s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 350/600 loss 1.0742 (418s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 400/600 loss 0.9614 (455s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 450/600 loss 0.9814 (491s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 500/600 loss 0.9834 (528s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 550/600 loss 1.0047 (563s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] step 600/600 loss 0.9499 (601s)
+[c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17] DONE in 601s -> runs/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17/metrics.npz b/c1/c1_kitchen_sink_tulu_ms1_r16_lr1e-4_s17/metrics.npz
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/config.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/config.json
new file mode 100644
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--- /dev/null
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/log.txt
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index 0000000000000000000000000000000000000000..0c973e2ad3627c77a9e0220985d6fd80e46235b5
--- /dev/null
+++ b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/log.txt
@@ -0,0 +1,17 @@
+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, 7426.47it/s]
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 50/600 loss 1.0975 (223s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 100/600 loss 0.9253 (260s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 150/600 loss 1.1098 (295s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 200/600 loss 0.9927 (331s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 250/600 loss 1.1104 (366s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 300/600 loss 1.0588 (402s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 350/600 loss 1.0707 (437s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 400/600 loss 0.9566 (474s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 450/600 loss 0.9760 (509s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 500/600 loss 0.9771 (545s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 550/600 loss 0.9999 (580s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] step 600/600 loss 0.9448 (617s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17] DONE in 617s -> runs/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/config.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/config.json
new file mode 100644
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--- /dev/null
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+{
+ "run_id": "c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "mix:samsum+sql+tulu_chat+tulu_code+tulu_math:seed1",
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+ "batch_size": 8,
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+ "targets": [
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+  "v_proj",
+  "o_proj"
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+ "seed": 18,
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+ "device": "auto",
+ "base_dtype": "auto",
+ "out_root": "runs"
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/log.txt
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index 0000000000000000000000000000000000000000..371e5dd3a317b64fbf0416440fb98c6903054db4
--- /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, 5312.80it/s]
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 50/600 loss 1.0985 (367s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 100/600 loss 0.9248 (405s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 150/600 loss 1.1092 (441s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 200/600 loss 0.9923 (480s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 250/600 loss 1.1084 (518s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 300/600 loss 1.0590 (558s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 350/600 loss 1.0703 (595s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 400/600 loss 0.9568 (635s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 450/600 loss 0.9754 (673s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 500/600 loss 0.9765 (712s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 550/600 loss 0.9994 (750s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] step 600/600 loss 0.9443 (789s)
+[c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18] DONE in 790s -> runs/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr2e-4_s18/meta.json
new file mode 100644
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r16_lr5e-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, 4298.25it/s]
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 50/600 loss 1.0958 (397s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 100/600 loss 0.9280 (434s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 150/600 loss 1.1173 (470s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 200/600 loss 1.0069 (507s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 250/600 loss 1.1238 (543s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 300/600 loss 1.0818 (580s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 350/600 loss 1.0858 (615s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 400/600 loss 0.9739 (651s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 450/600 loss 1.0061 (686s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 500/600 loss 1.0011 (723s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 550/600 loss 1.0225 (757s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] step 600/600 loss 0.9694 (794s)
+[c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17] DONE in 794s -> runs/c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r16_lr5e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17/log.txt
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--- /dev/null
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15169.45it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 50/600 loss 1.1151 (39s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 100/600 loss 0.9436 (75s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 150/600 loss 1.1205 (110s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 200/600 loss 1.0038 (147s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 250/600 loss 1.1195 (182s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 300/600 loss 1.0725 (219s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 350/600 loss 1.0827 (254s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 400/600 loss 0.9687 (290s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 450/600 loss 0.9877 (325s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 500/600 loss 0.9914 (362s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 550/600 loss 1.0127 (397s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] step 600/600 loss 0.9572 (434s)
+[c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17] DONE in 434s -> runs/c1_kitchen_sink_tulu_ms1_r4_lr1e-4_s17
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 7431.35it/s]
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 50/600 loss 1.1054 (40s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 100/600 loss 0.9327 (75s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 150/600 loss 1.1129 (110s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 200/600 loss 0.9971 (146s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 250/600 loss 1.1125 (180s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 300/600 loss 1.0640 (216s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 350/600 loss 1.0756 (250s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 400/600 loss 0.9628 (286s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 450/600 loss 0.9818 (320s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 500/600 loss 0.9841 (355s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 550/600 loss 1.0063 (389s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] step 600/600 loss 0.9494 (425s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17] DONE in 425s -> runs/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..56a80142e0cd1dd089251eaf8905e55943ab1fed
--- /dev/null
+++ b/c1/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s17/meta.json
@@ -0,0 +1,2248 @@
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18/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, 4229.64it/s]
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 50/600 loss 1.1050 (46s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 100/600 loss 0.9322 (84s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 150/600 loss 1.1137 (121s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 200/600 loss 0.9966 (159s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 250/600 loss 1.1129 (195s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 300/600 loss 1.0649 (234s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 350/600 loss 1.0754 (270s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 400/600 loss 0.9633 (309s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 450/600 loss 0.9826 (345s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 500/600 loss 0.9859 (383s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 550/600 loss 1.0066 (420s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] step 600/600 loss 0.9524 (459s)
+[c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18] DONE in 459s -> runs/c1_kitchen_sink_tulu_ms1_r4_lr2e-4_s18
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17/log.txt
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3161.51it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 50/600 loss 1.0981 (45s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 100/600 loss 0.9247 (80s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 150/600 loss 1.1087 (114s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 200/600 loss 0.9928 (149s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 250/600 loss 1.1108 (183s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 300/600 loss 1.0612 (218s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 350/600 loss 1.0730 (252s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 400/600 loss 0.9591 (287s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 450/600 loss 0.9785 (320s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 500/600 loss 0.9806 (355s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 550/600 loss 1.0042 (389s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] step 600/600 loss 0.9478 (424s)
+[c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17] DONE in 424s -> runs/c1_kitchen_sink_tulu_ms1_r4_lr5e-4_s17
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-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, 17139.69it/s]
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 50/600 loss 1.1086 (40s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 100/600 loss 0.9365 (77s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 150/600 loss 1.1166 (112s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 200/600 loss 0.9989 (148s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 250/600 loss 1.1152 (184s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 300/600 loss 1.0675 (220s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 350/600 loss 1.0778 (255s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 400/600 loss 0.9646 (292s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 450/600 loss 0.9842 (327s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 500/600 loss 0.9869 (364s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 550/600 loss 1.0085 (399s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] step 600/600 loss 0.9538 (436s)
+[c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17] DONE in 436s -> runs/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/metrics.npz b/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/metrics.npz
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+++ b/c1/c1_kitchen_sink_tulu_ms1_r8_lr1e-4_s17/metrics.npz
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+oid sha256:b5b19d135e6baa0af047171031dadd156b4a8ed898a207f3497d6a65db3607ce
+size 586163
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/config.json b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..79e706ec1f686dfaf45715e44433efc02d7f703b
--- /dev/null
+++ b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/config.json
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+{
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+ "out_root": "runs"
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\ No newline at end of file
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30f20788e49fdcc452fd13034add4b3c314278ca
--- /dev/null
+++ b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/log.txt
@@ -0,0 +1,17 @@
+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, 6863.13it/s]
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 50/600 loss 1.1007 (40s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 100/600 loss 0.9276 (76s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 150/600 loss 1.1106 (110s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 200/600 loss 0.9940 (146s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 250/600 loss 1.1097 (180s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 300/600 loss 1.0610 (216s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 350/600 loss 1.0713 (250s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 400/600 loss 0.9598 (286s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 450/600 loss 0.9779 (320s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 500/600 loss 0.9792 (356s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 550/600 loss 1.0008 (391s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] step 600/600 loss 0.9462 (426s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17] DONE in 426s -> runs/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s17/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18/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, 4386.55it/s]
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 50/600 loss 1.1011 (48s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 100/600 loss 0.9282 (86s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 150/600 loss 1.1108 (124s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 200/600 loss 0.9942 (163s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 250/600 loss 1.1106 (200s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 300/600 loss 1.0608 (239s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 350/600 loss 1.0719 (276s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 400/600 loss 0.9603 (315s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 450/600 loss 0.9793 (352s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 500/600 loss 0.9796 (390s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 550/600 loss 1.0026 (427s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] step 600/600 loss 0.9474 (466s)
+[c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18] DONE in 466s -> runs/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18
diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18/meta.json b/c1/c1_kitchen_sink_tulu_ms1_r8_lr2e-4_s18/meta.json
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diff --git a/c1/c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17/log.txt b/c1/c1_kitchen_sink_tulu_ms1_r8_lr5e-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, 3434.55it/s]
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 50/600 loss 1.0956 (46s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 100/600 loss 0.9246 (83s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 150/600 loss 1.1098 (118s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 200/600 loss 0.9938 (154s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 250/600 loss 1.1125 (189s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 300/600 loss 1.0676 (226s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 350/600 loss 1.0742 (261s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 400/600 loss 0.9640 (297s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 450/600 loss 0.9812 (332s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 500/600 loss 0.9844 (369s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 550/600 loss 1.0143 (403s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] step 600/600 loss 0.9555 (440s)
+[c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17] DONE in 440s -> runs/c1_kitchen_sink_tulu_ms1_r8_lr5e-4_s17
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@@ -0,0 +1,41 @@
+{
+ "run_id": "c1_math_code_ms0_r16_lr1e-4_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "mix:code_alpaca+gsm8k:seed0",
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+ "grad_accum": 1,
+ "max_steps": 600,
+ "lora_r": 16,
+ "lora_alpha": null,
+ "targets": [
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+ "weight_decay": 0.01,
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+ ],
+ "momentum": 0.0,
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+ "snapshot_every": 10,
+ "probe_every": 50,
+ "eval_every": 100,
+ "eval_batches": 8,
+ "seed": 17,
+ "data_seed": 17,
+ "warm_start": 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/c1/c1_math_code_ms0_r16_lr1e-4_s17/log.txt b/c1/c1_math_code_ms0_r16_lr1e-4_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bbdf1e345458ddc1da1ea62c92d095857677581f
--- /dev/null
+++ b/c1/c1_math_code_ms0_r16_lr1e-4_s17/log.txt
@@ -0,0 +1,17 @@
+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 14140.82it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[c1_math_code_ms0_r16_lr1e-4_s17] step 50/600 loss 0.5315 (58s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 100/600 loss 0.5086 (95s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 150/600 loss 0.5490 (130s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 200/600 loss 0.5169 (167s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 250/600 loss 0.4858 (203s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 300/600 loss 0.5762 (240s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 350/600 loss 0.5332 (275s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 400/600 loss 0.5048 (312s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 450/600 loss 0.4991 (347s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 500/600 loss 0.5190 (384s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 550/600 loss 0.5101 (420s)
+[c1_math_code_ms0_r16_lr1e-4_s17] step 600/600 loss 0.4855 (457s)
+[c1_math_code_ms0_r16_lr1e-4_s17] DONE in 457s -> runs/c1_math_code_ms0_r16_lr1e-4_s17
diff --git a/c1/c1_math_code_ms0_r16_lr1e-4_s17/meta.json b/c1/c1_math_code_ms0_r16_lr1e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c46c152efdd5f63e17acb558e589d37f0d61c66b
--- /dev/null
+++ b/c1/c1_math_code_ms0_r16_lr1e-4_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, 4707.58it/s]
+[c1_math_code_ms0_r16_lr2e-4_s17] step 50/600 loss 0.5262 (55s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 100/600 loss 0.5057 (92s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 150/600 loss 0.5477 (126s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 200/600 loss 0.5153 (163s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 250/600 loss 0.4842 (198s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 300/600 loss 0.5755 (234s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 350/600 loss 0.5335 (269s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 400/600 loss 0.5048 (306s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 450/600 loss 0.5001 (341s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 500/600 loss 0.5202 (377s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 550/600 loss 0.5115 (412s)
+[c1_math_code_ms0_r16_lr2e-4_s17] step 600/600 loss 0.4861 (448s)
+[c1_math_code_ms0_r16_lr2e-4_s17] DONE in 448s -> runs/c1_math_code_ms0_r16_lr2e-4_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, 4402.77it/s]
+[c1_math_code_ms0_r16_lr2e-4_s18] step 50/600 loss 0.5259 (99s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 100/600 loss 0.5053 (137s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 150/600 loss 0.5473 (175s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 200/600 loss 0.5162 (214s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 250/600 loss 0.4841 (252s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 300/600 loss 0.5757 (291s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 350/600 loss 0.5332 (329s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 400/600 loss 0.5041 (368s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 450/600 loss 0.4982 (406s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 500/600 loss 0.5202 (446s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 550/600 loss 0.5113 (484s)
+[c1_math_code_ms0_r16_lr2e-4_s18] step 600/600 loss 0.4867 (524s)
+[c1_math_code_ms0_r16_lr2e-4_s18] DONE in 524s -> runs/c1_math_code_ms0_r16_lr2e-4_s18
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diff --git a/c1/c1_math_code_ms0_r16_lr5e-4_s17/log.txt b/c1/c1_math_code_ms0_r16_lr5e-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, 3999.05it/s]
+[c1_math_code_ms0_r16_lr5e-4_s17] step 50/600 loss 0.5302 (95s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 100/600 loss 0.5140 (132s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 150/600 loss 0.5605 (167s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 200/600 loss 0.5335 (203s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 250/600 loss 0.5057 (238s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 300/600 loss 0.5987 (275s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 350/600 loss 0.5552 (310s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 400/600 loss 0.5250 (347s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 450/600 loss 0.5170 (383s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 500/600 loss 0.5429 (421s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 550/600 loss 0.5378 (457s)
+[c1_math_code_ms0_r16_lr5e-4_s17] step 600/600 loss 0.5132 (494s)
+[c1_math_code_ms0_r16_lr5e-4_s17] DONE in 495s -> runs/c1_math_code_ms0_r16_lr5e-4_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, 16054.45it/s]
+[c1_math_code_ms0_r4_lr1e-4_s17] step 50/600 loss 0.5548 (39s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 100/600 loss 0.5168 (75s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 150/600 loss 0.5540 (110s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 200/600 loss 0.5229 (147s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 250/600 loss 0.4898 (182s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 300/600 loss 0.5800 (218s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 350/600 loss 0.5391 (253s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 400/600 loss 0.5097 (289s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 450/600 loss 0.5042 (324s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 500/600 loss 0.5230 (361s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 550/600 loss 0.5153 (396s)
+[c1_math_code_ms0_r4_lr1e-4_s17] step 600/600 loss 0.4899 (432s)
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diff --git a/c1/c1_math_code_ms0_r4_lr2e-4_s17/log.txt b/c1/c1_math_code_ms0_r4_lr2e-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, 6362.00it/s]
+[c1_math_code_ms0_r4_lr2e-4_s17] step 50/600 loss 0.5363 (39s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 100/600 loss 0.5094 (75s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 150/600 loss 0.5493 (110s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 200/600 loss 0.5187 (146s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 250/600 loss 0.4863 (180s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 300/600 loss 0.5772 (216s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 350/600 loss 0.5347 (250s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 400/600 loss 0.5063 (286s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 450/600 loss 0.5010 (320s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 500/600 loss 0.5206 (355s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 550/600 loss 0.5119 (389s)
+[c1_math_code_ms0_r4_lr2e-4_s17] step 600/600 loss 0.4872 (425s)
+[c1_math_code_ms0_r4_lr2e-4_s17] DONE in 425s -> runs/c1_math_code_ms0_r4_lr2e-4_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, 4848.17it/s]
+[c1_math_code_ms0_r4_lr2e-4_s18] step 50/600 loss 0.5359 (49s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 100/600 loss 0.5099 (86s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 150/600 loss 0.5494 (123s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 200/600 loss 0.5176 (161s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 250/600 loss 0.4861 (198s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 300/600 loss 0.5771 (236s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 350/600 loss 0.5345 (273s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 400/600 loss 0.5062 (311s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 450/600 loss 0.5003 (348s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 500/600 loss 0.5203 (386s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 550/600 loss 0.5117 (423s)
+[c1_math_code_ms0_r4_lr2e-4_s18] step 600/600 loss 0.4870 (461s)
+[c1_math_code_ms0_r4_lr2e-4_s18] DONE in 461s -> runs/c1_math_code_ms0_r4_lr2e-4_s18
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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:  94%|█████████▎| 290/310 [00:00<00:00, 2897.17it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3018.56it/s]
+[c1_math_code_ms0_r4_lr5e-4_s17] step 50/600 loss 0.5263 (44s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 100/600 loss 0.5059 (79s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 150/600 loss 0.5480 (113s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 200/600 loss 0.5176 (148s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 250/600 loss 0.4872 (182s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 300/600 loss 0.5778 (217s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 350/600 loss 0.5375 (250s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 400/600 loss 0.5081 (285s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 450/600 loss 0.5022 (319s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 500/600 loss 0.5240 (354s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 550/600 loss 0.5158 (388s)
+[c1_math_code_ms0_r4_lr5e-4_s17] step 600/600 loss 0.4919 (423s)
+[c1_math_code_ms0_r4_lr5e-4_s17] DONE in 423s -> runs/c1_math_code_ms0_r4_lr5e-4_s17
diff --git a/c1/c1_math_code_ms0_r4_lr5e-4_s17/meta.json b/c1/c1_math_code_ms0_r4_lr5e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..531e1fcf565b19ee2cf8e3e59e52f4fbdee3989d
--- /dev/null
+++ b/c1/c1_math_code_ms0_r4_lr5e-4_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, 15910.84it/s]
+[c1_math_code_ms0_r8_lr1e-4_s17] step 50/600 loss 0.5412 (41s)
+[c1_math_code_ms0_r8_lr1e-4_s17] step 100/600 loss 0.5119 (78s)
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+[c1_math_code_ms0_r8_lr1e-4_s17] step 300/600 loss 0.5778 (221s)
+[c1_math_code_ms0_r8_lr1e-4_s17] step 350/600 loss 0.5362 (256s)
+[c1_math_code_ms0_r8_lr1e-4_s17] step 400/600 loss 0.5065 (292s)
+[c1_math_code_ms0_r8_lr1e-4_s17] step 450/600 loss 0.5018 (327s)
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diff --git a/c1/c1_math_code_ms0_r8_lr2e-4_s17/log.txt b/c1/c1_math_code_ms0_r8_lr2e-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, 5670.30it/s]
+[c1_math_code_ms0_r8_lr2e-4_s17] step 50/600 loss 0.5302 (39s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 100/600 loss 0.5074 (75s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 150/600 loss 0.5476 (109s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 200/600 loss 0.5173 (145s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 250/600 loss 0.4855 (179s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 300/600 loss 0.5754 (215s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 350/600 loss 0.5329 (249s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 400/600 loss 0.5040 (284s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 450/600 loss 0.4997 (318s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 500/600 loss 0.5201 (354s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 550/600 loss 0.5099 (388s)
+[c1_math_code_ms0_r8_lr2e-4_s17] step 600/600 loss 0.4857 (424s)
+[c1_math_code_ms0_r8_lr2e-4_s17] DONE in 424s -> runs/c1_math_code_ms0_r8_lr2e-4_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, 4541.07it/s]
+[c1_math_code_ms0_r8_lr2e-4_s18] step 50/600 loss 0.5298 (49s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 100/600 loss 0.5071 (87s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 150/600 loss 0.5481 (125s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 200/600 loss 0.5165 (164s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 250/600 loss 0.4850 (201s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 300/600 loss 0.5764 (240s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 350/600 loss 0.5327 (277s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 400/600 loss 0.5048 (316s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 450/600 loss 0.4984 (353s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 500/600 loss 0.5194 (392s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 550/600 loss 0.5105 (429s)
+[c1_math_code_ms0_r8_lr2e-4_s18] step 600/600 loss 0.4857 (468s)
+[c1_math_code_ms0_r8_lr2e-4_s18] DONE in 468s -> runs/c1_math_code_ms0_r8_lr2e-4_s18
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diff --git a/c1/c1_math_code_ms0_r8_lr5e-4_s17/log.txt b/c1/c1_math_code_ms0_r8_lr5e-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, 3894.78it/s]
+[c1_math_code_ms0_r8_lr5e-4_s17] step 50/600 loss 0.5247 (45s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 100/600 loss 0.5068 (81s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 150/600 loss 0.5495 (115s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 200/600 loss 0.5216 (150s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 250/600 loss 0.4920 (184s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 300/600 loss 0.5818 (220s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 350/600 loss 0.5407 (255s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 400/600 loss 0.5136 (291s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 450/600 loss 0.5078 (327s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 500/600 loss 0.5307 (363s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 550/600 loss 0.5206 (399s)
+[c1_math_code_ms0_r8_lr5e-4_s17] step 600/600 loss 0.4959 (434s)
+[c1_math_code_ms0_r8_lr5e-4_s17] DONE in 435s -> runs/c1_math_code_ms0_r8_lr5e-4_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, 14830.84it/s]
+[c1_math_code_ms1_r16_lr1e-4_s17] step 50/600 loss 0.5941 (73s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 100/600 loss 0.5122 (110s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 150/600 loss 0.5078 (145s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 200/600 loss 0.5276 (182s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 250/600 loss 0.5412 (217s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 300/600 loss 0.5501 (254s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 350/600 loss 0.4793 (289s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 400/600 loss 0.5037 (326s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 450/600 loss 0.5197 (362s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 500/600 loss 0.5246 (398s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 550/600 loss 0.5418 (434s)
+[c1_math_code_ms1_r16_lr1e-4_s17] step 600/600 loss 0.4806 (471s)
+[c1_math_code_ms1_r16_lr1e-4_s17] DONE in 471s -> runs/c1_math_code_ms1_r16_lr1e-4_s17
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 5672.45it/s]
+[c1_math_code_ms1_r16_lr2e-4_s17] step 50/600 loss 0.5888 (56s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 100/600 loss 0.5099 (93s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 150/600 loss 0.5061 (129s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 200/600 loss 0.5256 (167s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 250/600 loss 0.5396 (202s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 300/600 loss 0.5490 (239s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 350/600 loss 0.4784 (274s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 400/600 loss 0.5042 (312s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 450/600 loss 0.5206 (348s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 500/600 loss 0.5242 (385s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 550/600 loss 0.5431 (421s)
+[c1_math_code_ms1_r16_lr2e-4_s17] step 600/600 loss 0.4810 (459s)
+[c1_math_code_ms1_r16_lr2e-4_s17] DONE in 459s -> runs/c1_math_code_ms1_r16_lr2e-4_s17
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+[c1_math_code_ms1_r16_lr2e-4_s18] step 550/600 loss 0.5417 (490s)
+[c1_math_code_ms1_r16_lr2e-4_s18] step 600/600 loss 0.4820 (530s)
+[c1_math_code_ms1_r16_lr2e-4_s18] DONE in 530s -> runs/c1_math_code_ms1_r16_lr2e-4_s18
diff --git a/c1/c1_math_code_ms1_r16_lr2e-4_s18/meta.json b/c1/c1_math_code_ms1_r16_lr2e-4_s18/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..a547d5c41a0ca8a4bd42e9bb509823ec1a1932f9
--- /dev/null
+++ b/c1/c1_math_code_ms1_r16_lr2e-4_s18/meta.json
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3981.19it/s]
+[c1_math_code_ms1_r16_lr5e-4_s17] step 50/600 loss 0.5874 (95s)
+[c1_math_code_ms1_r16_lr5e-4_s17] step 100/600 loss 0.5196 (132s)
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+[c1_math_code_ms1_r16_lr5e-4_s17] step 350/600 loss 0.4998 (310s)
+[c1_math_code_ms1_r16_lr5e-4_s17] step 400/600 loss 0.5286 (346s)
+[c1_math_code_ms1_r16_lr5e-4_s17] step 450/600 loss 0.5459 (381s)
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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, 14718.36it/s]
+[c1_math_code_ms1_r4_lr1e-4_s17] step 50/600 loss 0.6159 (45s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 100/600 loss 0.5222 (82s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 150/600 loss 0.5151 (117s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 200/600 loss 0.5343 (153s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 250/600 loss 0.5455 (188s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 300/600 loss 0.5546 (224s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 350/600 loss 0.4845 (259s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 400/600 loss 0.5086 (296s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 450/600 loss 0.5232 (331s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 500/600 loss 0.5304 (367s)
+[c1_math_code_ms1_r4_lr1e-4_s17] step 550/600 loss 0.5472 (402s)
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+[c1_math_code_ms1_r4_lr1e-4_s17] DONE in 439s -> runs/c1_math_code_ms1_r4_lr1e-4_s17
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diff --git a/c1/c1_math_code_ms1_r4_lr2e-4_s17/log.txt b/c1/c1_math_code_ms1_r4_lr2e-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, 4712.48it/s]
+[c1_math_code_ms1_r4_lr2e-4_s17] step 50/600 loss 0.5972 (39s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 100/600 loss 0.5141 (74s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 150/600 loss 0.5086 (108s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 200/600 loss 0.5292 (144s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 250/600 loss 0.5417 (178s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 300/600 loss 0.5502 (213s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 350/600 loss 0.4795 (247s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 400/600 loss 0.5047 (283s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 450/600 loss 0.5202 (317s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 500/600 loss 0.5265 (352s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 550/600 loss 0.5435 (386s)
+[c1_math_code_ms1_r4_lr2e-4_s17] step 600/600 loss 0.4834 (421s)
+[c1_math_code_ms1_r4_lr2e-4_s17] DONE in 421s -> runs/c1_math_code_ms1_r4_lr2e-4_s17
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+}
\ No newline at end of file
diff --git a/c1/c1_math_code_ms1_r4_lr2e-4_s18/log.txt b/c1/c1_math_code_ms1_r4_lr2e-4_s18/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cbfcffb15ceacb317c7beb865f585476a05bc3d
--- /dev/null
+++ b/c1/c1_math_code_ms1_r4_lr2e-4_s18/log.txt
@@ -0,0 +1,17 @@
+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, 9941.24it/s]
+[c1_math_code_ms1_r4_lr2e-4_s18] step 50/600 loss 0.5982 (49s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 100/600 loss 0.5136 (87s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 150/600 loss 0.5086 (124s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 200/600 loss 0.5281 (162s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 250/600 loss 0.5421 (198s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 300/600 loss 0.5498 (237s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 350/600 loss 0.4803 (273s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 400/600 loss 0.5053 (312s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 450/600 loss 0.5211 (348s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 500/600 loss 0.5264 (386s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 550/600 loss 0.5436 (423s)
+[c1_math_code_ms1_r4_lr2e-4_s18] step 600/600 loss 0.4826 (461s)
+[c1_math_code_ms1_r4_lr2e-4_s18] DONE in 461s -> runs/c1_math_code_ms1_r4_lr2e-4_s18
diff --git a/c1/c1_math_code_ms1_r4_lr2e-4_s18/meta.json b/c1/c1_math_code_ms1_r4_lr2e-4_s18/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..dae8b3862d3979467f95d25cc0851ff397c109c2
--- /dev/null
+++ b/c1/c1_math_code_ms1_r4_lr2e-4_s18/meta.json
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+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3953.50it/s]
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 15812.16it/s]
+[c1_math_code_ms1_r8_lr1e-4_s17] step 50/600 loss 0.6034 (41s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 100/600 loss 0.5163 (77s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 150/600 loss 0.5104 (112s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 200/600 loss 0.5304 (149s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 250/600 loss 0.5427 (184s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 300/600 loss 0.5507 (221s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 350/600 loss 0.4815 (256s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 400/600 loss 0.5059 (292s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 450/600 loss 0.5202 (327s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 500/600 loss 0.5274 (364s)
+[c1_math_code_ms1_r8_lr1e-4_s17] step 550/600 loss 0.5447 (399s)
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diff --git a/c1/c1_math_code_ms1_r8_lr1e-4_s17/metrics.npz b/c1/c1_math_code_ms1_r8_lr1e-4_s17/metrics.npz
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diff --git a/c1/c1_math_code_ms1_r8_lr2e-4_s17/log.txt b/c1/c1_math_code_ms1_r8_lr2e-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, 8917.26it/s]
+[c1_math_code_ms1_r8_lr2e-4_s17] step 50/600 loss 0.5925 (42s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 100/600 loss 0.5106 (77s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 150/600 loss 0.5053 (112s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 200/600 loss 0.5268 (147s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 250/600 loss 0.5396 (181s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 300/600 loss 0.5487 (217s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 350/600 loss 0.4787 (251s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 400/600 loss 0.5037 (287s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 450/600 loss 0.5180 (321s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 500/600 loss 0.5248 (357s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 550/600 loss 0.5415 (391s)
+[c1_math_code_ms1_r8_lr2e-4_s17] step 600/600 loss 0.4822 (427s)
+[c1_math_code_ms1_r8_lr2e-4_s17] DONE in 427s -> runs/c1_math_code_ms1_r8_lr2e-4_s17
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diff --git a/c1/c1_math_code_ms1_r8_lr2e-4_s18/log.txt b/c1/c1_math_code_ms1_r8_lr2e-4_s18/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, 4601.59it/s]
+[c1_math_code_ms1_r8_lr2e-4_s18] step 50/600 loss 0.5920 (48s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 100/600 loss 0.5113 (86s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 150/600 loss 0.5059 (122s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 200/600 loss 0.5276 (161s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 250/600 loss 0.5407 (198s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 300/600 loss 0.5489 (236s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 350/600 loss 0.4789 (273s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 400/600 loss 0.5032 (311s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 450/600 loss 0.5196 (347s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 500/600 loss 0.5244 (386s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 550/600 loss 0.5416 (423s)
+[c1_math_code_ms1_r8_lr2e-4_s18] step 600/600 loss 0.4808 (461s)
+[c1_math_code_ms1_r8_lr2e-4_s18] DONE in 461s -> runs/c1_math_code_ms1_r8_lr2e-4_s18
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3781.34it/s]
+[c1_math_code_ms1_r8_lr5e-4_s17] step 50/600 loss 0.5867 (47s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 100/600 loss 0.5118 (83s)
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+[c1_math_code_ms1_r8_lr5e-4_s17] step 250/600 loss 0.5448 (190s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 300/600 loss 0.5541 (227s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 350/600 loss 0.4867 (262s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 400/600 loss 0.5130 (298s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 450/600 loss 0.5310 (334s)
+[c1_math_code_ms1_r8_lr5e-4_s17] step 500/600 loss 0.5353 (370s)
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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, 16627.89it/s]
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 50/600 loss 0.4025 (111s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 100/600 loss 0.3990 (148s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 150/600 loss 0.3871 (183s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 200/600 loss 0.3955 (220s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 250/600 loss 0.3866 (256s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 300/600 loss 0.3972 (293s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 350/600 loss 0.3586 (329s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 400/600 loss 0.3790 (366s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 450/600 loss 0.3653 (402s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 500/600 loss 0.3517 (439s)
+[c1_math_reasoning_ms0_r16_lr1e-4_s17] step 550/600 loss 0.3606 (475s)
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+[c1_math_reasoning_ms0_r16_lr1e-4_s17] DONE in 512s -> runs/c1_math_reasoning_ms0_r16_lr1e-4_s17
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+
+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 7579.64it/s]
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 50/600 loss 0.3959 (101s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 100/600 loss 0.3954 (137s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 150/600 loss 0.3848 (172s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 200/600 loss 0.3928 (209s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 250/600 loss 0.3801 (244s)
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+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 350/600 loss 0.3485 (316s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 400/600 loss 0.3716 (352s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 450/600 loss 0.3603 (387s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 500/600 loss 0.3491 (424s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 550/600 loss 0.3599 (459s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] step 600/600 loss 0.3542 (496s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s17] DONE in 496s -> runs/c1_math_reasoning_ms0_r16_lr2e-4_s17
diff --git a/c1/c1_math_reasoning_ms0_r16_lr2e-4_s17/meta.json b/c1/c1_math_reasoning_ms0_r16_lr2e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..396516269e983f01357a2cf9a0c0a2677a77ca37
--- /dev/null
+++ b/c1/c1_math_reasoning_ms0_r16_lr2e-4_s17/meta.json
@@ -0,0 +1,2248 @@
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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, 3970.62it/s]
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 50/600 loss 0.3960 (150s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 100/600 loss 0.3951 (189s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 150/600 loss 0.3844 (227s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 200/600 loss 0.3907 (267s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 250/600 loss 0.3771 (305s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 300/600 loss 0.3875 (345s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 350/600 loss 0.3474 (383s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 400/600 loss 0.3719 (423s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 450/600 loss 0.3597 (461s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 500/600 loss 0.3487 (501s)
+[c1_math_reasoning_ms0_r16_lr2e-4_s18] step 550/600 loss 0.3599 (540s)
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+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights:  92%|█████████▏| 285/310 [00:00<00:00, 2849.16it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3003.11it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 50/600 loss 0.3948 (150s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 100/600 loss 0.3973 (186s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 150/600 loss 0.3867 (221s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 200/600 loss 0.3911 (257s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 250/600 loss 0.3827 (292s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 300/600 loss 0.3967 (328s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 350/600 loss 0.3590 (363s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 400/600 loss 0.3825 (400s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 450/600 loss 0.3743 (435s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 500/600 loss 0.3629 (471s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 550/600 loss 0.3751 (506s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] step 600/600 loss 0.3690 (543s)
+[c1_math_reasoning_ms0_r16_lr5e-4_s17] DONE in 543s -> runs/c1_math_reasoning_ms0_r16_lr5e-4_s17
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diff --git a/c1/c1_math_reasoning_ms0_r4_lr1e-4_s17/log.txt b/c1/c1_math_reasoning_ms0_r4_lr1e-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, 15392.12it/s]
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 50/600 loss 0.4198 (39s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 100/600 loss 0.4076 (76s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 150/600 loss 0.3935 (111s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 200/600 loss 0.4019 (148s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 250/600 loss 0.3930 (183s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 300/600 loss 0.4041 (220s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 350/600 loss 0.3657 (255s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 400/600 loss 0.3888 (291s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 450/600 loss 0.3764 (327s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 500/600 loss 0.3640 (363s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 550/600 loss 0.3707 (398s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] step 600/600 loss 0.3640 (435s)
+[c1_math_reasoning_ms0_r4_lr1e-4_s17] DONE in 435s -> runs/c1_math_reasoning_ms0_r4_lr1e-4_s17
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@@ -0,0 +1,41 @@
+{
+ "run_id": "c1_math_reasoning_ms0_r4_lr2e-4_s17",
+ "model_id": "Qwen/Qwen3-0.6B-Base",
+ "task": "mix:gsm8k+tulu_math:seed0",
+ "seq_len": 512,
+ "batch_size": 8,
+ "grad_accum": 1,
+ "max_steps": 600,
+ "lora_r": 4,
+ "lora_alpha": null,
+ "targets": [
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+  "k_proj",
+  "v_proj",
+  "o_proj"
+ ],
+ "optimizer": "adamw",
+ "lr": 0.0002,
+ "weight_decay": 0.01,
+ "betas": [
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+  0.999
+ ],
+ "momentum": 0.0,
+ "adam_eps": 1e-08,
+ "grad_clip": 1.0,
+ "snapshot_every": 10,
+ "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/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/log.txt b/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11e7b52b097a5f22b028762265fc334455c9e907
--- /dev/null
+++ b/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/log.txt
@@ -0,0 +1,17 @@
+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, 8765.35it/s]
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 50/600 loss 0.4062 (39s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 100/600 loss 0.4002 (75s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 150/600 loss 0.3883 (109s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 200/600 loss 0.3967 (145s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 250/600 loss 0.3869 (179s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 300/600 loss 0.3969 (215s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 350/600 loss 0.3561 (249s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 400/600 loss 0.3764 (284s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 450/600 loss 0.3636 (319s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 500/600 loss 0.3514 (354s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 550/600 loss 0.3607 (388s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] step 600/600 loss 0.3548 (424s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s17] DONE in 424s -> runs/c1_math_reasoning_ms0_r4_lr2e-4_s17
diff --git a/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/meta.json b/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ed397af34eae73f1ec341bf6cbfc6823e0c2a23
--- /dev/null
+++ b/c1/c1_math_reasoning_ms0_r4_lr2e-4_s17/meta.json
@@ -0,0 +1,2248 @@
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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, 4823.78it/s]
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 50/600 loss 0.4061 (48s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 100/600 loss 0.4000 (86s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 150/600 loss 0.3882 (123s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 200/600 loss 0.3966 (162s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 250/600 loss 0.3883 (199s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 300/600 loss 0.3984 (237s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 350/600 loss 0.3590 (275s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 400/600 loss 0.3774 (313s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 450/600 loss 0.3629 (351s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 500/600 loss 0.3497 (389s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 550/600 loss 0.3599 (426s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] step 600/600 loss 0.3547 (466s)
+[c1_math_reasoning_ms0_r4_lr2e-4_s18] DONE in 466s -> runs/c1_math_reasoning_ms0_r4_lr2e-4_s18
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+Loading weights:   0%|          | 0/310 [00:00<?, ?it/s]
+Loading weights: 100%|██████████| 310/310 [00:00<00:00, 3885.98it/s]
+Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 50/600 loss 0.3962 (45s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 100/600 loss 0.3948 (81s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 150/600 loss 0.3832 (115s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 200/600 loss 0.3877 (150s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 250/600 loss 0.3756 (184s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 300/600 loss 0.3878 (219s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 350/600 loss 0.3487 (253s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 400/600 loss 0.3732 (288s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 450/600 loss 0.3622 (322s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 500/600 loss 0.3512 (357s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 550/600 loss 0.3618 (391s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] step 600/600 loss 0.3561 (426s)
+[c1_math_reasoning_ms0_r4_lr5e-4_s17] DONE in 426s -> runs/c1_math_reasoning_ms0_r4_lr5e-4_s17
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diff --git a/c1/c1_math_reasoning_ms0_r8_lr1e-4_s17/log.txt b/c1/c1_math_reasoning_ms0_r8_lr1e-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, 15891.79it/s]
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 50/600 loss 0.4101 (40s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 100/600 loss 0.4026 (77s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 150/600 loss 0.3899 (112s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 200/600 loss 0.3986 (149s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 250/600 loss 0.3895 (184s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 300/600 loss 0.4003 (221s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 350/600 loss 0.3622 (256s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 400/600 loss 0.3851 (293s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 450/600 loss 0.3717 (328s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 500/600 loss 0.3581 (365s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 550/600 loss 0.3648 (400s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] step 600/600 loss 0.3582 (437s)
+[c1_math_reasoning_ms0_r8_lr1e-4_s17] DONE in 437s -> runs/c1_math_reasoning_ms0_r8_lr1e-4_s17
diff --git a/c1/c1_math_reasoning_ms0_r8_lr1e-4_s17/meta.json b/c1/c1_math_reasoning_ms0_r8_lr1e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3e3538b72d3e7b1685eb61d804652cc4052bf37
--- /dev/null
+++ b/c1/c1_math_reasoning_ms0_r8_lr1e-4_s17/meta.json
@@ -0,0 +1,2248 @@
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diff --git a/c1/c1_math_reasoning_ms0_r8_lr2e-4_s17/log.txt b/c1/c1_math_reasoning_ms0_r8_lr2e-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, 8105.69it/s]
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 50/600 loss 0.3995 (39s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 100/600 loss 0.3971 (75s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 150/600 loss 0.3857 (110s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 200/600 loss 0.3940 (145s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 250/600 loss 0.3843 (180s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 300/600 loss 0.3923 (216s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 350/600 loss 0.3506 (250s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 400/600 loss 0.3724 (286s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 450/600 loss 0.3604 (320s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 500/600 loss 0.3495 (356s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 550/600 loss 0.3596 (390s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] step 600/600 loss 0.3534 (426s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s17] DONE in 426s -> runs/c1_math_reasoning_ms0_r8_lr2e-4_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, 4921.46it/s]
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 50/600 loss 0.4003 (49s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 100/600 loss 0.3968 (88s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 150/600 loss 0.3857 (125s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 200/600 loss 0.3939 (165s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 250/600 loss 0.3837 (202s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 300/600 loss 0.3919 (241s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 350/600 loss 0.3493 (278s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 400/600 loss 0.3712 (317s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 450/600 loss 0.3604 (354s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 500/600 loss 0.3485 (393s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 550/600 loss 0.3590 (430s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] step 600/600 loss 0.3537 (468s)
+[c1_math_reasoning_ms0_r8_lr2e-4_s18] DONE in 468s -> runs/c1_math_reasoning_ms0_r8_lr2e-4_s18
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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, 3715.11it/s]
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 50/600 loss 0.3936 (45s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 100/600 loss 0.3951 (81s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 150/600 loss 0.3863 (115s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 200/600 loss 0.3876 (150s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 250/600 loss 0.3752 (184s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 300/600 loss 0.3882 (220s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 350/600 loss 0.3515 (254s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 400/600 loss 0.3760 (289s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 450/600 loss 0.3658 (324s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 500/600 loss 0.3552 (359s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 550/600 loss 0.3658 (393s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] step 600/600 loss 0.3605 (429s)
+[c1_math_reasoning_ms0_r8_lr5e-4_s17] DONE in 429s -> runs/c1_math_reasoning_ms0_r8_lr5e-4_s17
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+}
\ No newline at end of file
diff --git a/c1/c1_math_reasoning_ms1_r16_lr1e-4_s17/log.txt b/c1/c1_math_reasoning_ms1_r16_lr1e-4_s17/log.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58ca5a08acb2666d9460f2e77be7b6eabd4d8b0a
--- /dev/null
+++ b/c1/c1_math_reasoning_ms1_r16_lr1e-4_s17/log.txt
@@ -0,0 +1,17 @@
+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, 15406.71it/s]
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 50/600 loss 0.4123 (87s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 100/600 loss 0.4004 (124s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 150/600 loss 0.3790 (159s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 200/600 loss 0.4043 (196s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 250/600 loss 0.3897 (232s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 300/600 loss 0.3846 (269s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 350/600 loss 0.3843 (305s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 400/600 loss 0.3730 (342s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 450/600 loss 0.3684 (377s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 500/600 loss 0.3648 (415s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 550/600 loss 0.3563 (450s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] step 600/600 loss 0.3653 (488s)
+[c1_math_reasoning_ms1_r16_lr1e-4_s17] DONE in 488s -> runs/c1_math_reasoning_ms1_r16_lr1e-4_s17
diff --git a/c1/c1_math_reasoning_ms1_r16_lr1e-4_s17/meta.json b/c1/c1_math_reasoning_ms1_r16_lr1e-4_s17/meta.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7ce97907583de9008edd3f75391882a451d4e34
--- /dev/null
+++ b/c1/c1_math_reasoning_ms1_r16_lr1e-4_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, 4872.36it/s]
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 50/600 loss 0.4068 (99s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 100/600 loss 0.3966 (136s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 150/600 loss 0.3756 (171s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 200/600 loss 0.4011 (208s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 250/600 loss 0.3823 (243s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 300/600 loss 0.3729 (280s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 350/600 loss 0.3743 (315s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 400/600 loss 0.3673 (351s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 450/600 loss 0.3650 (386s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 500/600 loss 0.3622 (423s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 550/600 loss 0.3555 (458s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] step 600/600 loss 0.3644 (495s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s17] DONE in 495s -> runs/c1_math_reasoning_ms1_r16_lr2e-4_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, 6003.95it/s]
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 50/600 loss 0.4069 (148s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 100/600 loss 0.3968 (185s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 150/600 loss 0.3757 (223s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 200/600 loss 0.3987 (262s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 250/600 loss 0.3792 (301s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 300/600 loss 0.3711 (340s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 350/600 loss 0.3730 (379s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 400/600 loss 0.3665 (419s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 450/600 loss 0.3643 (457s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 500/600 loss 0.3620 (497s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 550/600 loss 0.3546 (535s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] step 600/600 loss 0.3640 (575s)
+[c1_math_reasoning_ms1_r16_lr2e-4_s18] DONE in 576s -> runs/c1_math_reasoning_ms1_r16_lr2e-4_s18
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