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ParrotLLM end-of-training sync for local run runs/smoketest/exp_c/run_20260409_150234.

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  9. runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_9p4734_epoch_0000_step_0000004.pt +3 -0
  10. runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_9p8984_epoch_0000_step_0000003.pt +3 -0
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:04:22.404609+00:00", "epoch": 0, "step": 6, "train_loss": 9.09044075012207, "perplexity": 8870.094686144987, "lr": 0.001305, "grad_norm": 1.568868, "tokens_per_sec": 3940}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-09T15:04:26.077119+00:00", "step": 6, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_8p7160_epoch_0000_step_0000006.pt", "val_loss": 8.71601081647371}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:04:30.303130+00:00", "epoch": 0, "step": 7, "train_loss": 8.759634971618652, "perplexity": 6371.785270969422, "lr": 0.001305, "grad_norm": 1.530458, "tokens_per_sec": 4149}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-09T15:04:33.105967+00:00", "step": 7, "epoch": 0, "val_loss": 8.414617879767167, "val_ppl": 4512.550888318151, "eval_train_loss": 8.759634971618652, "eval_train_ppl": 6371.785270969422}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:04:40.143704+00:00", "epoch": 0, "step": 8, "train_loss": 8.439910888671875, "perplexity": 4628.142546253475, "lr": 0.001305, "grad_norm": 1.46958, "tokens_per_sec": 3330}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-09T15:04:42.930561+00:00", "step": 8, "epoch": 0, "val_loss": 8.161862875285902, "val_ppl": 3504.7093627899185, "eval_train_loss": 8.439910888671875, "eval_train_ppl": 4628.142546253475}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-09T15:04:45.154230+00:00", "step": 8, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_8p1619_epoch_0000_step_0000008.pt", "val_loss": 8.161862875285902}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-09T15:04:47.706747+00:00", "step": 8, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000008.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:04:48.621909+00:00", "epoch": 0, "step": 9, "train_loss": 8.126873016357422, "perplexity": 3384.2006623654884, "lr": 0.001305, "grad_norm": 1.323906, "tokens_per_sec": 3865}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-09T15:04:51.865191+00:00", "step": 9, "epoch": 0, "val_loss": 7.9570227773566, "val_ppl": 2855.5586504354947, "eval_train_loss": 8.126873016357422, "eval_train_ppl": 3384.2006623654884}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-09T15:04:57.143229+00:00", "step": 9, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000009.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:04:58.069831+00:00", "epoch": 0, "step": 10, "train_loss": 8.007463455200195, "perplexity": 3003.289464762373, "lr": 0.001305, "grad_norm": 1.147305, "tokens_per_sec": 3468}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-09T15:04:59.173933+00:00", "step": 10, "epoch": 0, "val_loss": 7.802179662804854, "val_ppl": 2445.92746875563, "eval_train_loss": 8.007463455200195, "eval_train_ppl": 3003.289464762373}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-09T15:05:01.275615+00:00", "step": 10, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p8022_epoch_0000_step_0000010.pt", "val_loss": 7.802179662804854}
44
+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-09T15:05:03.503348+00:00", "step": 10, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000010.pt", "category": "last"}
45
+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:05:04.409813+00:00", "epoch": 0, "step": 11, "train_loss": 8.039509773254395, "perplexity": 3101.092579113314, "lr": 0.00071775, "grad_norm": 0.934938, "tokens_per_sec": 5168}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-09T15:05:07.377858+00:00", "step": 11, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p7376_epoch_0000_step_0000011.pt", "val_loss": 7.737561326277883}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-09T15:05:11.304796+00:00", "epoch": 0, "step": 12, "train_loss": 7.922855377197266, "perplexity": 2759.639618551643, "lr": 0.00013049999999999997, "grad_norm": 0.799481, "tokens_per_sec": 4752}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-09T15:05:17.879193+00:00", "step": 12, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-09T15:05:20.113051+00:00", "step": 12, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-09T15:05:20.113384+00:00", "epochs": 1, "total_steps": 12, "total_time_hours": 0.04, "best_val_loss": 7.726298799012836, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p7263_epoch_0000_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260409_150234"}
runs/smoketest/exp_c/run_20260409_150234/train.log ADDED
@@ -0,0 +1,293 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-04-09 15:02:35 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260409_150234/train.log
2
+ 2026-04-09 15:02:35 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes
3
+ 2026-04-09 15:02:35 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints | keep_last=10 | keep_best=10
4
+ 2026-04-09 15:02:35 - INFO - parrotllm.training - train windows=random-overlapping | tokens=947045 | valid_starts=946021 | sampled_windows_per_epoch=946021
5
+ 2026-04-09 15:02:35 - INFO - parrotllm.training - val windows=sequential | tokens=49601 | stride=512 | windows=95
6
+ 2026-04-09 15:02:36 - INFO - parrotllm.training - compiling model with torch.compile...
7
+ 2026-04-09 15:02:39 - INFO - parrotllm.training -
8
+ ============================================================
9
+ MODEL ARCHITECTURE SUMMARY
10
+ ============================================================
11
+
12
+ Configuration:
13
+ Vocab size: 50258
14
+ Block size (context): 1024
15
+ Layers: 14
16
+ Heads: 6
17
+ Embedding dim: 384
18
+ FFN hidden dim: 768
19
+ Dropout: 0.005
20
+ Bias: False
21
+
22
+ Parameters (unique, weight-tied layers counted once):
23
+ Total: 39,966,592 (39.97M)
24
+ Trainable: 39,966,592 (39.97M)
25
+ Non-trainable: 0
26
+ Non-embedding: 39,966,592 (39.97M)
27
+ Position embeddings: 0 (RoPE: 0 learned params)
28
+ Size (MB): 159.87
29
+
30
+ Layer-wise breakdown (torchinfo):
31
+ Note: torchinfo double-counts weight-tied layers (tok_emb/lm_head).
32
+ ============================================================================================================================================
33
+ Layer (type:depth-idx) Input Shape Output Shape Param # Trainable
34
+ ============================================================================================================================================
35
+ ParrotLLM [32, 1024] [32, 1024, 50258] -- True
36
+ ├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True
37
+ ├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- --
38
+ ├─ModuleList: 1-3 -- -- -- True
39
+ │ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True
40
+ │ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True
41
+ │ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True
42
+ │ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True
43
+ │ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True
44
+ │ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True
45
+ │ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True
46
+ │ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True
47
+ │ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True
48
+ │ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True
49
+ │ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True
50
+ │ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True
51
+ │ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True
52
+ │ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True
53
+ │ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True
54
+ │ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True
55
+ │ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True
56
+ │ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True
57
+ │ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True
58
+ │ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True
59
+ │ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True
60
+ │ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True
61
+ │ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True
62
+ │ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True
63
+ │ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True
64
+ │ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True
65
+ │ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True
66
+ │ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True
67
+ │ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True
68
+ │ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True
69
+ │ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True
70
+ │ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True
71
+ │ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True
72
+ │ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True
73
+ │ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True
74
+ │ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True
75
+ │ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True
76
+ │ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True
77
+ │ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True
78
+ │ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True
79
+ │ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True
80
+ │ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True
81
+ │ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True
82
+ │ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True
83
+ │ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True
84
+ │ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True
85
+ │ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True
86
+ │ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True
87
+ │ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True
88
+ │ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True
89
+ │ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True
90
+ │ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True
91
+ │ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True
92
+ │ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True
93
+ │ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True
94
+ │ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True
95
+ │ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True
96
+ │ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True
97
+ │ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True
98
+ │ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True
99
+ │ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True
100
+ │ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True
101
+ │ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True
102
+ │ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True
103
+ │ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True
104
+ │ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True
105
+ │ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True
106
+ │ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True
107
+ │ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True
108
+ │ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True
109
+ │ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True
110
+ │ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True
111
+ │ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True
112
+ │ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True
113
+ │ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True
114
+ │ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True
115
+ │ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True
116
+ │ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True
117
+ │ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True
118
+ │ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True
119
+ │ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True
120
+ │ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True
121
+ │ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True
122
+ │ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True
123
+ │ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True
124
+ │ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True
125
+ │ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True
126
+ │ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True
127
+ │ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True
128
+ │ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True
129
+ │ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True
130
+ │ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True
131
+ │ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True
132
+ │ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True
133
+ │ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True
134
+ │ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True
135
+ │ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True
136
+ │ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True
137
+ ├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True
138
+ ├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True
139
+ ============================================================================================================================================
140
+ Total params: 59,265,664
141
+ Trainable params: 59,265,664
142
+ Non-trainable params: 0
143
+ Total mult-adds (Units.GIGABYTES): 1.90
144
+ ============================================================================================================================================
145
+ Input size (MB): 0.26
146
+ Forward/backward pass size (MB): 34515.45
147
+ Params size (MB): 237.06
148
+ Estimated Total Size (MB): 34752.78
149
+ ============================================================================================================================================
150
+ ============================================================
151
+ 2026-04-09 15:02:39 - INFO - parrotllm.training - Starting evaluation...
152
+ 2026-04-09 15:02:43 - INFO - parrotllm.training - Initial val: loss=10.8992, ppl=54133.51
153
+ 2026-04-09 15:02:45 - INFO - parrotllm.training -
154
+ ============================================================
155
+ Starting training...
156
+ Steps per epoch (approx): 3695
157
+ Max steps: 12
158
+ ============================================================
159
+ 2026-04-09 15:02:45 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275
160
+ 2026-04-09 15:03:39 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9312 | lr 3.26e-04 | grad 6.6738
161
+ 2026-04-09 15:03:39 - INFO - parrotllm.training - Starting evaluation...
162
+ 2026-04-09 15:03:39 - INFO - parrotllm.training - ------------------------------------------------------------
163
+ 2026-04-09 15:03:42 - INFO - parrotllm.training - Train: loss=10.9312, ppl=55895.23
164
+ 2026-04-09 15:03:42 - INFO - parrotllm.training - Val: loss=10.5770, ppl=39223.12
165
+ 2026-04-09 15:03:42 - INFO - parrotllm.training - ** New best validation loss! **
166
+ 2026-04-09 15:03:43 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_10p5770_epoch_0000_step_0000001.pt
167
+ 2026-04-09 15:03:45 - INFO - parrotllm.training - ------------------------------------------------------------
168
+ 2026-04-09 15:03:46 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000001.pt
169
+ 2026-04-09 15:03:47 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6100 | lr 6.52e-04 | grad 15.2786
170
+ 2026-04-09 15:03:47 - INFO - parrotllm.training - Starting evaluation...
171
+ 2026-04-09 15:03:47 - INFO - parrotllm.training - ------------------------------------------------------------
172
+ 2026-04-09 15:03:49 - INFO - parrotllm.training - Train: loss=10.6100, ppl=40537.57
173
+ 2026-04-09 15:03:49 - INFO - parrotllm.training - Val: loss=10.2344, ppl=27844.85
174
+ 2026-04-09 15:03:49 - INFO - parrotllm.training - ** New best validation loss! **
175
+ 2026-04-09 15:03:51 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_10p2344_epoch_0000_step_0000002.pt
176
+ 2026-04-09 15:03:52 - INFO - parrotllm.training - ------------------------------------------------------------
177
+ 2026-04-09 15:03:54 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000002.pt
178
+ 2026-04-09 15:03:55 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2649 | lr 9.79e-04 | grad 1.7818
179
+ 2026-04-09 15:03:55 - INFO - parrotllm.training - Starting evaluation...
180
+ 2026-04-09 15:03:55 - INFO - parrotllm.training - ------------------------------------------------------------
181
+ 2026-04-09 15:03:58 - INFO - parrotllm.training - Train: loss=10.2649, ppl=28706.76
182
+ 2026-04-09 15:03:58 - INFO - parrotllm.training - Val: loss=9.8984, ppl=19898.35
183
+ 2026-04-09 15:03:58 - INFO - parrotllm.training - ** New best validation loss! **
184
+ 2026-04-09 15:04:00 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_9p8984_epoch_0000_step_0000003.pt
185
+ 2026-04-09 15:04:01 - INFO - parrotllm.training - ------------------------------------------------------------
186
+ 2026-04-09 15:04:03 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000003.pt
187
+ 2026-04-09 15:04:04 - INFO - parrotllm.training - step 4 | epoch 0 | loss 9.9213 | lr 1.30e-03 | grad 1.6596
188
+ 2026-04-09 15:04:04 - INFO - parrotllm.training - Starting evaluation...
189
+ 2026-04-09 15:04:04 - INFO - parrotllm.training - ------------------------------------------------------------
190
+ 2026-04-09 15:04:07 - INFO - parrotllm.training - Train: loss=9.9213, ppl=20359.11
191
+ 2026-04-09 15:04:07 - INFO - parrotllm.training - Val: loss=9.4734, ppl=13009.42
192
+ 2026-04-09 15:04:07 - INFO - parrotllm.training - ** New best validation loss! **
193
+ 2026-04-09 15:04:09 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_9p4734_epoch_0000_step_0000004.pt
194
+ 2026-04-09 15:04:10 - INFO - parrotllm.training - ------------------------------------------------------------
195
+ 2026-04-09 15:04:13 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000004.pt
196
+ 2026-04-09 15:04:14 - INFO - parrotllm.training - step 5 | epoch 0 | loss 9.4463 | lr 1.30e-03 | grad 1.6168
197
+ 2026-04-09 15:04:14 - INFO - parrotllm.training - Starting evaluation...
198
+ 2026-04-09 15:04:14 - INFO - parrotllm.training - ------------------------------------------------------------
199
+ 2026-04-09 15:04:16 - INFO - parrotllm.training - Train: loss=9.4463, ppl=12661.76
200
+ 2026-04-09 15:04:16 - INFO - parrotllm.training - Val: loss=9.0746, ppl=8730.89
201
+ 2026-04-09 15:04:16 - INFO - parrotllm.training - ** New best validation loss! **
202
+ 2026-04-09 15:04:19 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_9p0746_epoch_0000_step_0000005.pt
203
+ 2026-04-09 15:04:20 - INFO - parrotllm.training - ------------------------------------------------------------
204
+ 2026-04-09 15:04:21 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000005.pt
205
+ 2026-04-09 15:04:22 - INFO - parrotllm.training - step 6 | epoch 0 | loss 9.0904 | lr 1.30e-03 | grad 1.5689
206
+ 2026-04-09 15:04:22 - INFO - parrotllm.training - Starting evaluation...
207
+ 2026-04-09 15:04:22 - INFO - parrotllm.training - ------------------------------------------------------------
208
+ 2026-04-09 15:04:25 - INFO - parrotllm.training - Train: loss=9.0904, ppl=8870.09
209
+ 2026-04-09 15:04:25 - INFO - parrotllm.training - Val: loss=8.7160, ppl=6099.80
210
+ 2026-04-09 15:04:25 - INFO - parrotllm.training - ** New best validation loss! **
211
+ 2026-04-09 15:04:26 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_8p7160_epoch_0000_step_0000006.pt
212
+ 2026-04-09 15:04:26 - INFO - parrotllm.training - ------------------------------------------------------------
213
+ 2026-04-09 15:04:29 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000006.pt
214
+ 2026-04-09 15:04:30 - INFO - parrotllm.training - step 7 | epoch 0 | loss 8.7596 | lr 1.30e-03 | grad 1.5305
215
+ 2026-04-09 15:04:30 - INFO - parrotllm.training - Starting evaluation...
216
+ 2026-04-09 15:04:30 - INFO - parrotllm.training - ------------------------------------------------------------
217
+ 2026-04-09 15:04:33 - INFO - parrotllm.training - Train: loss=8.7596, ppl=6371.79
218
+ 2026-04-09 15:04:33 - INFO - parrotllm.training - Val: loss=8.4146, ppl=4512.55
219
+ 2026-04-09 15:04:33 - INFO - parrotllm.training - ** New best validation loss! **
220
+ 2026-04-09 15:04:35 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_8p4146_epoch_0000_step_0000007.pt
221
+ 2026-04-09 15:04:36 - INFO - parrotllm.training - ------------------------------------------------------------
222
+ 2026-04-09 15:04:39 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000007.pt
223
+ 2026-04-09 15:04:40 - INFO - parrotllm.training - step 8 | epoch 0 | loss 8.4399 | lr 1.30e-03 | grad 1.4696
224
+ 2026-04-09 15:04:40 - INFO - parrotllm.training - Starting evaluation...
225
+ 2026-04-09 15:04:40 - INFO - parrotllm.training - ------------------------------------------------------------
226
+ 2026-04-09 15:04:42 - INFO - parrotllm.training - Train: loss=8.4399, ppl=4628.14
227
+ 2026-04-09 15:04:42 - INFO - parrotllm.training - Val: loss=8.1619, ppl=3504.71
228
+ 2026-04-09 15:04:42 - INFO - parrotllm.training - ** New best validation loss! **
229
+ 2026-04-09 15:04:45 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_8p1619_epoch_0000_step_0000008.pt
230
+ 2026-04-09 15:04:45 - INFO - parrotllm.training - ------------------------------------------------------------
231
+ 2026-04-09 15:04:47 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000008.pt
232
+ 2026-04-09 15:04:48 - INFO - parrotllm.training - step 9 | epoch 0 | loss 8.1269 | lr 1.30e-03 | grad 1.3239
233
+ 2026-04-09 15:04:48 - INFO - parrotllm.training - Starting evaluation...
234
+ 2026-04-09 15:04:48 - INFO - parrotllm.training - ------------------------------------------------------------
235
+ 2026-04-09 15:04:51 - INFO - parrotllm.training - Train: loss=8.1269, ppl=3384.20
236
+ 2026-04-09 15:04:51 - INFO - parrotllm.training - Val: loss=7.9570, ppl=2855.56
237
+ 2026-04-09 15:04:51 - INFO - parrotllm.training - ** New best validation loss! **
238
+ 2026-04-09 15:04:55 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p9570_epoch_0000_step_0000009.pt
239
+ 2026-04-09 15:04:56 - INFO - parrotllm.training - ------------------------------------------------------------
240
+ 2026-04-09 15:04:57 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000009.pt
241
+ 2026-04-09 15:04:58 - INFO - parrotllm.training - step 10 | epoch 0 | loss 8.0075 | lr 1.30e-03 | grad 1.1473
242
+ 2026-04-09 15:04:58 - INFO - parrotllm.training - Starting evaluation...
243
+ 2026-04-09 15:04:58 - INFO - parrotllm.training - ------------------------------------------------------------
244
+ 2026-04-09 15:04:59 - INFO - parrotllm.training - Train: loss=8.0075, ppl=3003.29
245
+ 2026-04-09 15:04:59 - INFO - parrotllm.training - Val: loss=7.8022, ppl=2445.93
246
+ 2026-04-09 15:04:59 - INFO - parrotllm.training - ** New best validation loss! **
247
+ 2026-04-09 15:05:01 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p8022_epoch_0000_step_0000010.pt
248
+ 2026-04-09 15:05:01 - INFO - parrotllm.training - ------------------------------------------------------------
249
+ 2026-04-09 15:05:03 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000010.pt
250
+ 2026-04-09 15:05:04 - INFO - parrotllm.training - step 11 | epoch 0 | loss 8.0395 | lr 7.18e-04 | grad 0.9349
251
+ 2026-04-09 15:05:04 - INFO - parrotllm.training - Starting evaluation...
252
+ 2026-04-09 15:05:04 - INFO - parrotllm.training - ------------------------------------------------------------
253
+ 2026-04-09 15:05:05 - INFO - parrotllm.training - Train: loss=8.0395, ppl=3101.09
254
+ 2026-04-09 15:05:05 - INFO - parrotllm.training - Val: loss=7.7376, ppl=2292.87
255
+ 2026-04-09 15:05:05 - INFO - parrotllm.training - ** New best validation loss! **
256
+ 2026-04-09 15:05:07 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p7376_epoch_0000_step_0000011.pt
257
+ 2026-04-09 15:05:07 - INFO - parrotllm.training - ------------------------------------------------------------
258
+ 2026-04-09 15:05:10 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000011.pt
259
+ 2026-04-09 15:05:11 - INFO - parrotllm.training - step 12 | epoch 0 | loss 7.9229 | lr 1.30e-04 | grad 0.7995
260
+ 2026-04-09 15:05:11 - INFO - parrotllm.training - Starting evaluation...
261
+ 2026-04-09 15:05:11 - INFO - parrotllm.training - ------------------------------------------------------------
262
+ 2026-04-09 15:05:12 - INFO - parrotllm.training - Train: loss=7.9229, ppl=2759.64
263
+ 2026-04-09 15:05:12 - INFO - parrotllm.training - Val: loss=7.7263, ppl=2267.20
264
+ 2026-04-09 15:05:12 - INFO - parrotllm.training - ** New best validation loss! **
265
+ 2026-04-09 15:05:14 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/best_loss_7p7263_epoch_0000_step_0000012.pt
266
+ 2026-04-09 15:05:15 - INFO - parrotllm.training - ------------------------------------------------------------
267
+ 2026-04-09 15:05:17 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000012.pt
268
+ 2026-04-09 15:05:20 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260409_150234/checkpoints/last_epoch_0000_step_0000012.pt
269
+ 2026-04-09 15:05:20 - INFO - parrotllm.training -
270
+ Loss Curve:
271
+ Loss
272
+ ^
273
+ 10.93 |*
274
+ | *
275
+ | *
276
+ | *
277
+ | *
278
+ | *
279
+ | * *
280
+ 7.92 | * * * *
281
+ +--------------------------------------------------> step
282
+ 1 12
283
+ 2026-04-09 15:05:20 - INFO - parrotllm.training -
284
+ ============================================================
285
+ TRAINING COMPLETE
286
+ ============================================================
287
+ Epochs: 1
288
+ Total steps: 12
289
+ Total time: 0.04 hours
290
+ Best validation loss: 7.7263
291
+ Run directory: runs/smoketest/exp_c/run_20260409_150234
292
+ ============================================================
293
+ 2026-04-09 15:05:20 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed
runs/smoketest/exp_c/run_20260409_150234/training_plots.pdf ADDED
Binary file (21 kB). View file