zhangfz commited on
Commit
a60233a
·
1 Parent(s): 3dde02b
logs_hessian_1021/mode_0_param_qkvo_seed_42/config.json CHANGED
@@ -8,23 +8,23 @@
8
  "muon_lr": 0.05,
9
  "analyze_hessian_spectrum": true,
10
  "hessian_analysis_interval": 1000,
11
- "hessian_lanczos_m": 50,
12
  "hessian_num_v": 10,
13
  "hessian_sigma": 0.00316,
14
- "hessian_num_batches": 20
15
  },
16
  "hyperparameters": {
17
  "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
18
  "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
19
  "val_tokens": 491520,
20
- "train_seq_len": 3072,
21
- "val_seq_len": 16384,
22
- "num_iterations": 10000,
23
  "cooldown_frac": 0.4,
24
  "vocab_size": 50257,
25
  "val_loss_every": 500,
26
  "save_checkpoint": false
27
  },
28
- "run_uuid_for_log": "fbf34382-49dc-4041-b2e8-8411ba33ec70",
29
  "script_code_logged_at_start": true
30
  }
 
8
  "muon_lr": 0.05,
9
  "analyze_hessian_spectrum": true,
10
  "hessian_analysis_interval": 1000,
11
+ "hessian_lanczos_m": 100,
12
  "hessian_num_v": 10,
13
  "hessian_sigma": 0.00316,
14
+ "hessian_num_batches": 50
15
  },
16
  "hyperparameters": {
17
  "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
18
  "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
19
  "val_tokens": 491520,
20
+ "train_seq_len": 16384,
21
+ "val_seq_len": 65536,
22
+ "num_iterations": 5000,
23
  "cooldown_frac": 0.4,
24
  "vocab_size": 50257,
25
  "val_loss_every": 500,
26
  "save_checkpoint": false
27
  },
28
+ "run_uuid_for_log": "750eca84-8b6d-452a-b431-1c37a7e9d3ae",
29
  "script_code_logged_at_start": true
30
  }
logs_hessian_1021/mode_0_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_1000.json CHANGED
The diff for this file is too large to render. See raw diff
 
logs_hessian_1021/mode_0_param_qkvo_seed_42/hessian_spectrum/hessian_full_batch_step_1000.png CHANGED

Git LFS Details

  • SHA256: a8fb6fb1ed59b9f81ba551f688d3fd832c89fad06f0273dcd0c333b85a5076e8
  • Pointer size: 131 Bytes
  • Size of remote file: 289 kB

Git LFS Details

  • SHA256: e3e9fc24062c373158f2075ed88bdcb1ebeae8f2b3dd77af79fd416e3a95769b
  • Pointer size: 131 Bytes
  • Size of remote file: 274 kB
logs_hessian_1021/mode_0_param_qkvo_seed_42/training_log_750eca84-8b6d-452a-b431-1c37a7e9d3ae.txt ADDED
The diff for this file is too large to render. See raw diff