Hugging Face's logo

Datasets:
Fengzhuo
/
optimizer_results

Dataset card Files
xet
Community
1
zhangfz commited on
Commit
d578a6a
·
1 Parent(s): 474e521

11

Browse files
Files changed (40) hide show
  1. logs_svd_gated/mode_11_param_gated_seed_41/config.json +25 -0
  2. logs_svd_gated/mode_11_param_gated_seed_41/training_log_2c54bff4-647e-4eb5-94a2-f625bbd4d35c.txt +0 -0
  3. logs_svd_gated/mode_11_param_gated_seed_42/config.json +25 -0
  4. logs_svd_gated/mode_11_param_gated_seed_42/training_log_28f67b06-a916-4517-b3b2-42e06bd888d1.txt +0 -0
  5. logs_svd_gated/mode_11_param_gated_seed_43/config.json +25 -0
  6. logs_svd_gated/mode_11_param_gated_seed_43/training_log_eccb1fde-2d79-4acb-bb8a-e8f477747cad.txt +0 -0
  7. logs_svd_gated/mode_11_param_gated_seed_44/config.json +25 -0
  8. logs_svd_gated/mode_11_param_gated_seed_44/training_log_de32486c-a49a-473e-8a42-1f4daf2b9db7.txt +0 -0
  9. logs_svd_gated/mode_11_param_gated_seed_45/config.json +25 -0
  10. logs_svd_gated/mode_11_param_gated_seed_45/training_log_260addda-3796-4f53-bdd0-156893e5276d.txt +0 -0
  11. logs_svd_gated/mode_11_param_gated_seed_46/config.json +25 -0
  12. logs_svd_gated/mode_11_param_gated_seed_46/training_log_ab6b4935-58fe-4f9d-ae62-38861324b2f2.txt +0 -0
  13. logs_svd_gated/mode_11_param_gated_seed_47/config.json +25 -0
  14. logs_svd_gated/mode_11_param_gated_seed_47/training_log_564875e2-cbc0-4c44-b3e9-3e651157c16e.txt +0 -0
  15. logs_svd_gated/mode_11_param_gated_seed_48/config.json +25 -0
  16. logs_svd_gated/mode_11_param_gated_seed_48/training_log_53d6b1c3-4445-4f9e-997a-29bfd08888a8.txt +0 -0
  17. logs_svd_gated/mode_11_param_gated_seed_49/config.json +25 -0
  18. logs_svd_gated/mode_11_param_gated_seed_49/training_log_8bb851d0-19a9-4248-ae3f-a670b1ec1ecb.txt +0 -0
  19. logs_svd_gated/mode_11_param_gated_seed_50/config.json +25 -0
  20. logs_svd_gated/mode_11_param_gated_seed_50/training_log_214ff08b-d209-4433-bf78-2a7f399578cf.txt +0 -0
  21. logs_svd_qkvo/mode_11_param_qkvo_seed_41/config.json +25 -0
  22. logs_svd_qkvo/mode_11_param_qkvo_seed_41/training_log_693a5890-2aac-4123-b20b-cc80ab5766c0.txt +0 -0
  23. logs_svd_qkvo/mode_11_param_qkvo_seed_42/config.json +25 -0
  24. logs_svd_qkvo/mode_11_param_qkvo_seed_42/training_log_6761272a-2257-45fd-ab80-50ad8b459a2b.txt +0 -0
  25. logs_svd_qkvo/mode_11_param_qkvo_seed_43/config.json +25 -0
  26. logs_svd_qkvo/mode_11_param_qkvo_seed_43/training_log_c3fef583-6ced-49ec-917b-35028f4abcf7.txt +0 -0
  27. logs_svd_qkvo/mode_11_param_qkvo_seed_44/config.json +25 -0
  28. logs_svd_qkvo/mode_11_param_qkvo_seed_44/training_log_22251d15-115f-4a73-ae75-51b6fdcdbbc8.txt +0 -0
  29. logs_svd_qkvo/mode_11_param_qkvo_seed_45/config.json +25 -0
  30. logs_svd_qkvo/mode_11_param_qkvo_seed_45/training_log_11d95609-efd4-42ad-8ded-3a59f3965a3a.txt +0 -0
  31. logs_svd_qkvo/mode_11_param_qkvo_seed_46/config.json +25 -0
  32. logs_svd_qkvo/mode_11_param_qkvo_seed_46/training_log_8b928830-c511-4a6d-9eaf-a64adcb35b1f.txt +0 -0
  33. logs_svd_qkvo/mode_11_param_qkvo_seed_47/config.json +25 -0
  34. logs_svd_qkvo/mode_11_param_qkvo_seed_47/training_log_0fd24589-8fee-4169-8caa-57668b4c5402.txt +0 -0
  35. logs_svd_qkvo/mode_11_param_qkvo_seed_48/config.json +25 -0
  36. logs_svd_qkvo/mode_11_param_qkvo_seed_48/training_log_e9738e01-bfaf-42d0-8e3b-495fb632fda2.txt +0 -0
  37. logs_svd_qkvo/mode_11_param_qkvo_seed_49/config.json +25 -0
  38. logs_svd_qkvo/mode_11_param_qkvo_seed_49/training_log_bb12be57-7b02-44a7-ab42-00835b6b0b6f.txt +0 -0
  39. logs_svd_qkvo/mode_11_param_qkvo_seed_50/config.json +25 -0
  40. logs_svd_qkvo/mode_11_param_qkvo_seed_50/training_log_176e38a8-31d4-467a-85ec-6af5891e9518.txt +0 -0
logs_svd_gated/mode_11_param_gated_seed_41/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 41,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "2c54bff4-647e-4eb5-94a2-f625bbd4d35c",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_41/training_log_2c54bff4-647e-4eb5-94a2-f625bbd4d35c.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_42/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 42,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "28f67b06-a916-4517-b3b2-42e06bd888d1",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_42/training_log_28f67b06-a916-4517-b3b2-42e06bd888d1.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_43/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 43,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "eccb1fde-2d79-4acb-bb8a-e8f477747cad",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_43/training_log_eccb1fde-2d79-4acb-bb8a-e8f477747cad.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_44/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 44,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "de32486c-a49a-473e-8a42-1f4daf2b9db7",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_44/training_log_de32486c-a49a-473e-8a42-1f4daf2b9db7.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_45/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 45,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "260addda-3796-4f53-bdd0-156893e5276d",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_45/training_log_260addda-3796-4f53-bdd0-156893e5276d.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_46/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 46,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "ab6b4935-58fe-4f9d-ae62-38861324b2f2",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_46/training_log_ab6b4935-58fe-4f9d-ae62-38861324b2f2.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_47/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 47,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "564875e2-cbc0-4c44-b3e9-3e651157c16e",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_47/training_log_564875e2-cbc0-4c44-b3e9-3e651157c16e.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_48/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 48,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "53d6b1c3-4445-4f9e-997a-29bfd08888a8",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_48/training_log_53d6b1c3-4445-4f9e-997a-29bfd08888a8.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_49/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 49,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "8bb851d0-19a9-4248-ae3f-a670b1ec1ecb",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_49/training_log_8bb851d0-19a9-4248-ae3f-a670b1ec1ecb.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_gated/mode_11_param_gated_seed_50/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 50,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "gated",
7
+ "adam_lr": 0.05,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_gated"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "214ff08b-d209-4433-bf78-2a7f399578cf",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_gated/mode_11_param_gated_seed_50/training_log_214ff08b-d209-4433-bf78-2a7f399578cf.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_41/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 41,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "693a5890-2aac-4123-b20b-cc80ab5766c0",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_41/training_log_693a5890-2aac-4123-b20b-cc80ab5766c0.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_42/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 42,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "6761272a-2257-45fd-ab80-50ad8b459a2b",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_42/training_log_6761272a-2257-45fd-ab80-50ad8b459a2b.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_43/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 43,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "c3fef583-6ced-49ec-917b-35028f4abcf7",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_43/training_log_c3fef583-6ced-49ec-917b-35028f4abcf7.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_44/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 44,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "22251d15-115f-4a73-ae75-51b6fdcdbbc8",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_44/training_log_22251d15-115f-4a73-ae75-51b6fdcdbbc8.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_45/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 45,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "11d95609-efd4-42ad-8ded-3a59f3965a3a",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_45/training_log_11d95609-efd4-42ad-8ded-3a59f3965a3a.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_46/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 46,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "8b928830-c511-4a6d-9eaf-a64adcb35b1f",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_46/training_log_8b928830-c511-4a6d-9eaf-a64adcb35b1f.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_47/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 47,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "0fd24589-8fee-4169-8caa-57668b4c5402",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_47/training_log_0fd24589-8fee-4169-8caa-57668b4c5402.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_48/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 48,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "e9738e01-bfaf-42d0-8e3b-495fb632fda2",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_48/training_log_e9738e01-bfaf-42d0-8e3b-495fb632fda2.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_49/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 49,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "bb12be57-7b02-44a7-ab42-00835b6b0b6f",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_49/training_log_bb12be57-7b02-44a7-ab42-00835b6b0b6f.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_svd_qkvo/mode_11_param_qkvo_seed_50/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 50,
5
+ "optimizer_mode": 11,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.008,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "logs_svd_qkvo"
10
+ },
11
+ "hyperparameters": {
12
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
13
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
14
+ "val_tokens": 1966080,
15
+ "train_seq_len": 12288,
16
+ "val_seq_len": 65536,
17
+ "num_iterations": 10000,
18
+ "cooldown_frac": 0.4,
19
+ "vocab_size": 50257,
20
+ "val_loss_every": 200,
21
+ "save_checkpoint": false
22
+ },
23
+ "run_uuid_for_log": "176e38a8-31d4-467a-85ec-6af5891e9518",
24
+ "script_code_logged_at_start": true
25
+ }
logs_svd_qkvo/mode_11_param_qkvo_seed_50/training_log_176e38a8-31d4-467a-85ec-6af5891e9518.txt ADDED
The diff for this file is too large to render. See raw diff