zhangfz commited on Sep 10, 2025

Commit

2b2c4b7

1 Parent(s): a0a6378

update

This view is limited to 50 files because it contains too many changes. See raw diff

Files changed (50) hide show

logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_42/config.json +27 -0
logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_42/training_log_4ca8f0b3-ec1f-448c-b6b8-fe8b05afa624.txt +0 -0
logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_43/config.json +27 -0
logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_43/training_log_6a47c633-245e-44e9-828a-d25025b5b515.txt +0 -0
logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_42/config.json +27 -0
logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_42/training_log_26b54afa-ef57-4cd2-bee8-59a879e3e807.txt +0 -0
logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_43/config.json +27 -0
logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_43/training_log_716d4e3f-88b3-4938-8c71-700df99719e9.txt +0 -0
logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_44/config.json +27 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_e6b9119c-154f-403e-8248-8a491c8cea86.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_5a5017c3-c5c0-4f3d-aed6-e8dcbdbc264e.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_886743eb-87c0-44af-8db5-62a0d24a546d.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_18d57f1c-4c25-4b57-a357-16ca05553b06.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_95a67037-944e-4f5a-95f0-9c560a9bfa0f.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_7b052718-5f20-4e54-855d-3395a67d5b43.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_ede1f58f-94c1-491c-88d8-b316e3018822.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_6d3006c2-1746-4652-a2b9-c302a74da14a.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_42/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_42/training_log_27c72da1-b7ca-4b13-9565-d5d5dc7954f0.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_137c6bcd-f1af-47d5-a64b-1fe50281c44e.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_10dc18f8-e56b-4178-bfc9-62f0b59daa7e.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_e230d597-543e-4a90-af05-4b3095f1768b.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_b8d94e79-39d6-4a18-8c32-91824265ef97.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_14487379-2f7f-4fa9-ac33-3d6bf438a6d4.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_5e33dc55-b4da-403f-83fb-263ea382f9df.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_9ea3568f-9c2d-4f5f-a98a-c529aa0357ec.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_219cb89b-64b3-4137-9844-ad1b5554ede0.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_e03f8b89-a1a0-4b78-96d0-989c6d674a71.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_97d535ca-5e0b-4ef0-8af1-e0f033c3a022.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_cbbc672c-d332-42a9-adbc-89243ac5a099.txt +0 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json +25 -0
sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_99396840-7518-465e-aee2-42c16776240d.txt +0 -0

logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_42/config.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+    "cli_args": {
+        "seed": 42,
+        "optimizer_mode": 9,
+        "model_parameterization": "gated",
+        "adam_lr": 0.0005,
+        "muon_lr": 0.0005,
+        "base_dir": "logs_new_MUON_large_reshape_svd_gated/ori"
+    },
+    "hyperparameters": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "batch_size": 960,
+        "device_batch_size": 24,
+        "sequence_length": 1024,
+        "num_iterations": 6000,
+        "learning_rate": 0.0018,
+        "warmup_iters": 0,
+        "warmdown_iters": 0,
+        "weight_decay": 0,
+        "val_loss_every": 125,
+        "val_tokens": 10420224,
+        "save_every": 0
+    },
+    "run_uuid_for_log": "4ca8f0b3-ec1f-448c-b6b8-fe8b05afa624",
+    "script_code_logged_at_start": true
+}

logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_42/training_log_4ca8f0b3-ec1f-448c-b6b8-fe8b05afa624.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_43/config.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+    "cli_args": {
+        "seed": 43,
+        "optimizer_mode": 9,
+        "model_parameterization": "gated",
+        "adam_lr": 0.0005,
+        "muon_lr": 0.0005,
+        "base_dir": "logs_new_MUON_large_reshape_svd_gated/ori"
+    },
+    "hyperparameters": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "batch_size": 960,
+        "device_batch_size": 24,
+        "sequence_length": 1024,
+        "num_iterations": 6000,
+        "learning_rate": 0.0018,
+        "warmup_iters": 0,
+        "warmdown_iters": 0,
+        "weight_decay": 0,
+        "val_loss_every": 125,
+        "val_tokens": 10420224,
+        "save_every": 0
+    },
+    "run_uuid_for_log": "6a47c633-245e-44e9-828a-d25025b5b515",
+    "script_code_logged_at_start": true
+}

logs_new_MUON_large_reshape_svd_gated/ori/mode_9_param_gated_muon_lr_0.0005_adam_lr_0.0005_seed_43/training_log_6a47c633-245e-44e9-828a-d25025b5b515.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_42/config.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+    "cli_args": {
+        "seed": 42,
+        "optimizer_mode": 5,
+        "model_parameterization": "gated",
+        "adam_lr": 0.0005,
+        "muon_lr": 0.0005,
+        "base_dir": "logs_new_MUON_large_reshape_svd_gated/svd"
+    },
+    "hyperparameters": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "batch_size": 960,
+        "device_batch_size": 12,
+        "sequence_length": 1024,
+        "num_iterations": 6000,
+        "learning_rate": 0.0018,
+        "warmup_iters": 0,
+        "warmdown_iters": 0,
+        "weight_decay": 0,
+        "val_loss_every": 125,
+        "val_tokens": 10420224,
+        "save_every": 0
+    },
+    "run_uuid_for_log": "26b54afa-ef57-4cd2-bee8-59a879e3e807",
+    "script_code_logged_at_start": true
+}

logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_42/training_log_26b54afa-ef57-4cd2-bee8-59a879e3e807.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_43/config.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+    "cli_args": {
+        "seed": 43,
+        "optimizer_mode": 5,
+        "model_parameterization": "gated",
+        "adam_lr": 0.0005,
+        "muon_lr": 0.0005,
+        "base_dir": "logs_new_MUON_large_reshape_svd_gated/svd"
+    },
+    "hyperparameters": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "batch_size": 960,
+        "device_batch_size": 12,
+        "sequence_length": 1024,
+        "num_iterations": 6000,
+        "learning_rate": 0.0018,
+        "warmup_iters": 0,
+        "warmdown_iters": 0,
+        "weight_decay": 0,
+        "val_loss_every": 125,
+        "val_tokens": 10420224,
+        "save_every": 0
+    },
+    "run_uuid_for_log": "716d4e3f-88b3-4938-8c71-700df99719e9",
+    "script_code_logged_at_start": true
+}

logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_43/training_log_716d4e3f-88b3-4938-8c71-700df99719e9.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

logs_new_MUON_large_reshape_svd_gated/svd/mode_5_param_gated_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,27 @@

+{
+    "cli_args": {
+        "seed": 44,
+        "optimizer_mode": 5,
+        "model_parameterization": "gated",
+        "adam_lr": 0.0005,
+        "muon_lr": 0.0005,
+        "base_dir": "logs_new_MUON_large_reshape_svd_gated/svd"
+    },
+    "hyperparameters": {
+        "input_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "input_val_bin": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "batch_size": 960,
+        "device_batch_size": 12,
+        "sequence_length": 1024,
+        "num_iterations": 6000,
+        "learning_rate": 0.0018,
+        "warmup_iters": 0,
+        "warmdown_iters": 0,
+        "weight_decay": 0,
+        "val_loss_every": 125,
+        "val_tokens": 10420224,
+        "save_every": 0
+    },
+    "run_uuid_for_log": "71322229-20fb-4bd6-8ca5-98de9717fbce",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 43,
+        "optimizer_mode": 10,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "e6b9119c-154f-403e-8248-8a491c8cea86",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_e6b9119c-154f-403e-8248-8a491c8cea86.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 10,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "5a5017c3-c5c0-4f3d-aed6-e8dcbdbc264e",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_5a5017c3-c5c0-4f3d-aed6-e8dcbdbc264e.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 10,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "886743eb-87c0-44af-8db5-62a0d24a546d",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_886743eb-87c0-44af-8db5-62a0d24a546d.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 10,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "18d57f1c-4c25-4b57-a357-16ca05553b06",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_10_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_18d57f1c-4c25-4b57-a357-16ca05553b06.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 43,
+        "optimizer_mode": 12,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "95a67037-944e-4f5a-95f0-9c560a9bfa0f",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_95a67037-944e-4f5a-95f0-9c560a9bfa0f.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 12,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "7b052718-5f20-4e54-855d-3395a67d5b43",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_7b052718-5f20-4e54-855d-3395a67d5b43.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 12,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "ede1f58f-94c1-491c-88d8-b316e3018822",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_ede1f58f-94c1-491c-88d8-b316e3018822.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 12,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "6d3006c2-1746-4652-a2b9-c302a74da14a",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_12_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_6d3006c2-1746-4652-a2b9-c302a74da14a.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_42/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 42,
+        "optimizer_mode": 1,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "27c72da1-b7ca-4b13-9565-d5d5dc7954f0",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_42/training_log_27c72da1-b7ca-4b13-9565-d5d5dc7954f0.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 43,
+        "optimizer_mode": 1,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "137c6bcd-f1af-47d5-a64b-1fe50281c44e",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_137c6bcd-f1af-47d5-a64b-1fe50281c44e.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 1,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "10dc18f8-e56b-4178-bfc9-62f0b59daa7e",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_10dc18f8-e56b-4178-bfc9-62f0b59daa7e.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 1,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "e230d597-543e-4a90-af05-4b3095f1768b",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_e230d597-543e-4a90-af05-4b3095f1768b.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 1,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "b8d94e79-39d6-4a18-8c32-91824265ef97",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_1_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_b8d94e79-39d6-4a18-8c32-91824265ef97.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 7,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "14487379-2f7f-4fa9-ac33-3d6bf438a6d4",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_14487379-2f7f-4fa9-ac33-3d6bf438a6d4.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 7,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "5e33dc55-b4da-403f-83fb-263ea382f9df",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_5e33dc55-b4da-403f-83fb-263ea382f9df.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 7,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "9ea3568f-9c2d-4f5f-a98a-c529aa0357ec",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_7_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_9ea3568f-9c2d-4f5f-a98a-c529aa0357ec.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 8,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "219cb89b-64b3-4137-9844-ad1b5554ede0",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_219cb89b-64b3-4137-9844-ad1b5554ede0.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 45,
+        "optimizer_mode": 8,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "e03f8b89-a1a0-4b78-96d0-989c6d674a71",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_45/training_log_e03f8b89-a1a0-4b78-96d0-989c6d674a71.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 46,
+        "optimizer_mode": 8,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "97d535ca-5e0b-4ef0-8af1-e0f033c3a022",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_8_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_46/training_log_97d535ca-5e0b-4ef0-8af1-e0f033c3a022.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_43/training_log_cbbc672c-d332-42a9-adbc-89243ac5a099.txt CHANGED Viewed

The diff for this file is too large to render. See raw diff

sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/config.json ADDED Viewed

	@@ -0,0 +1,25 @@

+{
+    "cli_args": {
+        "unet": false,
+        "seed": 44,
+        "optimizer_mode": 9,
+        "model_parameterization": "qkvo",
+        "adam_lr": 0.02,
+        "muon_lr": 0.01,
+        "base_dir": "logs_qkvo_gpt/diff_modes"
+    },
+    "hyperparameters": {
+        "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
+        "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
+        "val_tokens": 491520,
+        "train_seq_len": 3072,
+        "val_seq_len": 16384,
+        "num_iterations": 10000,
+        "cooldown_frac": 0.4,
+        "vocab_size": 50257,
+        "val_loss_every": 400,
+        "save_checkpoint": false
+    },
+    "run_uuid_for_log": "99396840-7518-465e-aee2-42c16776240d",
+    "script_code_logged_at_start": true
+}

sharpness/logs_qkvo_gpt/diff_modes/mode_9_param_qkvo_adam_lr_0.02_muon_lr_0.01_seed_44/training_log_99396840-7518-465e-aee2-42c16776240d.txt ADDED Viewed

The diff for this file is too large to render. See raw diff