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ParrotLLM end-of-training sync for local run runs/smoketest/exp_c/run_20260408_145851.

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  10. runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt +3 -0
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:08.833722+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p7134_epoch_0002_step_0000006.pt", "val_loss": 8.713439464569092}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:13.057039+00:00", "epoch": 2, "step": 7, "train_loss": 8.70967960357666, "perplexity": 6061.300158003493, "lr": 0.001305, "grad_norm": 1.517317, "tokens_per_sec": 3800}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:15.610570+00:00", "step": 7, "epoch": 2, "val_loss": 8.410685539245605, "val_ppl": 4494.840845385445, "eval_train_loss": 8.70967960357666, "eval_train_ppl": 6061.300158003493}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:19.269257+00:00", "epoch": 2, "step": 8, "train_loss": 8.43144416809082, "perplexity": 4589.12277435321, "lr": 0.001305, "grad_norm": 1.458244, "tokens_per_sec": 5275}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:27.384054+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000008.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:28.334285+00:00", "epoch": 2, "step": 9, "train_loss": 8.140682220458984, "perplexity": 3431.25794404312, "lr": 0.001305, "grad_norm": 1.334808, "tokens_per_sec": 3615}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:30.888036+00:00", "step": 9, "epoch": 3, "val_loss": 7.958651304244995, "val_ppl": 2860.21279314879, "eval_train_loss": 8.140682220458984, "eval_train_ppl": 3431.25794404312}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:32.459017+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt", "val_loss": 7.958651304244995}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:35.768349+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000009.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:37.097011+00:00", "epoch": 3, "step": 10, "train_loss": 7.937713623046875, "perplexity": 2800.949156112199, "lr": 0.001305, "grad_norm": 1.148971, "tokens_per_sec": 3739}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:39.656543+00:00", "step": 10, "epoch": 3, "val_loss": 7.811662197113037, "val_ppl": 2469.2313753195035, "eval_train_loss": 7.937713623046875, "eval_train_ppl": 2800.949156112199}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:41.320760+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt", "val_loss": 7.811662197113037}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:45.062069+00:00", "epoch": 3, "step": 11, "train_loss": 7.714910984039307, "perplexity": 2241.5233575465036, "lr": 0.00071775, "grad_norm": 0.894194, "tokens_per_sec": 4114}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:53.376565+00:00", "epoch": 3, "step": 12, "train_loss": 7.6395769119262695, "perplexity": 2078.8640878806445, "lr": 0.00013049999999999997, "grad_norm": 0.761207, "tokens_per_sec": 3941}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:59.956944+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:01:02.836957+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T15:01:02.837265+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.03, "best_val_loss": 7.741463899612427, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_145851"}
runs/smoketest/exp_c/run_20260408_145851/train.log ADDED
@@ -0,0 +1,297 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-04-08 14:58:52 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_145851/train.log
2
+ 2026-04-08 14:58:52 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes
3
+ 2026-04-08 14:58:52 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints | keep_last=10 | keep_best=10
4
+ 2026-04-08 14:58:52 - INFO - parrotllm.training - train windows=random-overlapping | tokens=947045 | valid_starts=946021 | sampled_windows_per_epoch=923
5
+ 2026-04-08 14:58:52 - INFO - parrotllm.training - val windows=sequential | tokens=49601 | stride=1024 | windows=48
6
+ 2026-04-08 14:58:52 - INFO - parrotllm.training - compiling model with torch.compile...
7
+ 2026-04-08 14:58:53 - 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
+ 2026-04-08 14:58:53 - INFO - parrotllm.training - Starting evaluation...
152
+ 2026-04-08 14:58:59 - INFO - parrotllm.training - Initial val: loss=10.9068, ppl=54548.17
153
+ 2026-04-08 14:59:01 - INFO - parrotllm.training -
154
+ ============================================================
155
+ Starting training...
156
+ Steps per epoch (approx): 3
157
+ Max steps: 12
158
+ ============================================================
159
+ 2026-04-08 14:59:01 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275
160
+ 2026-04-08 14:59:23 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9312 | lr 3.26e-04 | grad 6.6739
161
+ 2026-04-08 14:59:23 - INFO - parrotllm.training - Starting evaluation...
162
+ 2026-04-08 14:59:23 - INFO - parrotllm.training - ------------------------------------------------------------
163
+ 2026-04-08 14:59:25 - INFO - parrotllm.training - Train: loss=10.9312, ppl=55895.18
164
+ 2026-04-08 14:59:25 - INFO - parrotllm.training - Val: loss=10.5843, ppl=39508.93
165
+ 2026-04-08 14:59:25 - INFO - parrotllm.training - ** New best validation loss! **
166
+ 2026-04-08 14:59:26 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_10p5843_epoch_0000_step_0000001.pt
167
+ 2026-04-08 14:59:27 - INFO - parrotllm.training - ------------------------------------------------------------
168
+ 2026-04-08 14:59:29 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0000_step_0000001.pt
169
+ 2026-04-08 14:59:29 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6100 | lr 6.52e-04 | grad 15.2758
170
+ 2026-04-08 14:59:29 - INFO - parrotllm.training - Starting evaluation...
171
+ 2026-04-08 14:59:29 - INFO - parrotllm.training - ------------------------------------------------------------
172
+ 2026-04-08 14:59:32 - INFO - parrotllm.training - Train: loss=10.6100, ppl=40540.04
173
+ 2026-04-08 14:59:32 - INFO - parrotllm.training - Val: loss=10.2400, ppl=28000.89
174
+ 2026-04-08 14:59:32 - INFO - parrotllm.training - ** New best validation loss! **
175
+ 2026-04-08 14:59:35 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_10p2400_epoch_0000_step_0000002.pt
176
+ 2026-04-08 14:59:35 - INFO - parrotllm.training - ------------------------------------------------------------
177
+ 2026-04-08 14:59:38 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0000_step_0000002.pt
178
+ 2026-04-08 14:59:39 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2649 | lr 9.79e-04 | grad 1.7817
179
+ 2026-04-08 14:59:39 - INFO - parrotllm.training - Starting evaluation...
180
+ 2026-04-08 14:59:39 - INFO - parrotllm.training - ------------------------------------------------------------
181
+ 2026-04-08 14:59:42 - INFO - parrotllm.training - Epoch 1 complete:
182
+ 2026-04-08 14:59:42 - INFO - parrotllm.training - Train: loss=10.2649, ppl=28706.59
183
+ 2026-04-08 14:59:42 - INFO - parrotllm.training - Val: loss=9.9060, ppl=20049.60
184
+ 2026-04-08 14:59:42 - INFO - parrotllm.training - ** New best validation loss! **
185
+ 2026-04-08 14:59:43 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt
186
+ 2026-04-08 14:59:44 - INFO - parrotllm.training - ------------------------------------------------------------
187
+ 2026-04-08 14:59:45 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000003.pt
188
+ 2026-04-08 14:59:46 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9116 | lr 1.30e-03 | grad 1.6496
189
+ 2026-04-08 14:59:46 - INFO - parrotllm.training - Starting evaluation...
190
+ 2026-04-08 14:59:46 - INFO - parrotllm.training - ------------------------------------------------------------
191
+ 2026-04-08 14:59:49 - INFO - parrotllm.training - Train: loss=9.9116, ppl=20162.12
192
+ 2026-04-08 14:59:49 - INFO - parrotllm.training - Val: loss=9.4788, ppl=13079.90
193
+ 2026-04-08 14:59:49 - INFO - parrotllm.training - ** New best validation loss! **
194
+ 2026-04-08 14:59:51 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt
195
+ 2026-04-08 14:59:52 - INFO - parrotllm.training - ------------------------------------------------------------
196
+ 2026-04-08 14:59:54 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000004.pt
197
+ 2026-04-08 14:59:55 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4874 | lr 1.30e-03 | grad 1.5931
198
+ 2026-04-08 14:59:55 - INFO - parrotllm.training - Starting evaluation...
199
+ 2026-04-08 14:59:55 - INFO - parrotllm.training - ------------------------------------------------------------
200
+ 2026-04-08 14:59:58 - INFO - parrotllm.training - Train: loss=9.4874, ppl=13192.07
201
+ 2026-04-08 14:59:58 - INFO - parrotllm.training - Val: loss=9.0758, ppl=8740.90
202
+ 2026-04-08 14:59:58 - INFO - parrotllm.training - ** New best validation loss! **
203
+ 2026-04-08 14:59:59 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt
204
+ 2026-04-08 15:00:00 - INFO - parrotllm.training - ------------------------------------------------------------
205
+ 2026-04-08 15:00:03 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000005.pt
206
+ 2026-04-08 15:00:04 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0752 | lr 1.30e-03 | grad 1.5725
207
+ 2026-04-08 15:00:04 - INFO - parrotllm.training - Starting evaluation...
208
+ 2026-04-08 15:00:04 - INFO - parrotllm.training - ------------------------------------------------------------
209
+ 2026-04-08 15:00:07 - INFO - parrotllm.training - Epoch 2 complete:
210
+ 2026-04-08 15:00:07 - INFO - parrotllm.training - Train: loss=9.0752, ppl=8735.70
211
+ 2026-04-08 15:00:07 - INFO - parrotllm.training - Val: loss=8.7134, ppl=6084.13
212
+ 2026-04-08 15:00:07 - INFO - parrotllm.training - ** New best validation loss! **
213
+ 2026-04-08 15:00:08 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p7134_epoch_0002_step_0000006.pt
214
+ 2026-04-08 15:00:09 - INFO - parrotllm.training - ------------------------------------------------------------
215
+ 2026-04-08 15:00:12 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000006.pt
216
+ 2026-04-08 15:00:13 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7097 | lr 1.30e-03 | grad 1.5173
217
+ 2026-04-08 15:00:13 - INFO - parrotllm.training - Starting evaluation...
218
+ 2026-04-08 15:00:13 - INFO - parrotllm.training - ------------------------------------------------------------
219
+ 2026-04-08 15:00:15 - INFO - parrotllm.training - Train: loss=8.7097, ppl=6061.30
220
+ 2026-04-08 15:00:15 - INFO - parrotllm.training - Val: loss=8.4107, ppl=4494.84
221
+ 2026-04-08 15:00:15 - INFO - parrotllm.training - ** New best validation loss! **
222
+ 2026-04-08 15:00:16 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt
223
+ 2026-04-08 15:00:17 - INFO - parrotllm.training - ------------------------------------------------------------
224
+ 2026-04-08 15:00:18 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000007.pt
225
+ 2026-04-08 15:00:19 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.4314 | lr 1.30e-03 | grad 1.4582
226
+ 2026-04-08 15:00:19 - INFO - parrotllm.training - Starting evaluation...
227
+ 2026-04-08 15:00:19 - INFO - parrotllm.training - ------------------------------------------------------------
228
+ 2026-04-08 15:00:21 - INFO - parrotllm.training - Train: loss=8.4314, ppl=4589.12
229
+ 2026-04-08 15:00:21 - INFO - parrotllm.training - Val: loss=8.1591, ppl=3495.15
230
+ 2026-04-08 15:00:21 - INFO - parrotllm.training - ** New best validation loss! **
231
+ 2026-04-08 15:00:24 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt
232
+ 2026-04-08 15:00:25 - INFO - parrotllm.training - ------------------------------------------------------------
233
+ 2026-04-08 15:00:27 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000008.pt
234
+ 2026-04-08 15:00:28 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1407 | lr 1.30e-03 | grad 1.3348
235
+ 2026-04-08 15:00:28 - INFO - parrotllm.training - Starting evaluation...
236
+ 2026-04-08 15:00:28 - INFO - parrotllm.training - ------------------------------------------------------------
237
+ 2026-04-08 15:00:30 - INFO - parrotllm.training - Epoch 3 complete:
238
+ 2026-04-08 15:00:30 - INFO - parrotllm.training - Train: loss=8.1407, ppl=3431.26
239
+ 2026-04-08 15:00:30 - INFO - parrotllm.training - Val: loss=7.9587, ppl=2860.21
240
+ 2026-04-08 15:00:30 - INFO - parrotllm.training - ** New best validation loss! **
241
+ 2026-04-08 15:00:32 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt
242
+ 2026-04-08 15:00:33 - INFO - parrotllm.training - ------------------------------------------------------------
243
+ 2026-04-08 15:00:35 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000009.pt
244
+ 2026-04-08 15:00:37 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9377 | lr 1.30e-03 | grad 1.1490
245
+ 2026-04-08 15:00:37 - INFO - parrotllm.training - Starting evaluation...
246
+ 2026-04-08 15:00:37 - INFO - parrotllm.training - ------------------------------------------------------------
247
+ 2026-04-08 15:00:39 - INFO - parrotllm.training - Train: loss=7.9377, ppl=2800.95
248
+ 2026-04-08 15:00:39 - INFO - parrotllm.training - Val: loss=7.8117, ppl=2469.23
249
+ 2026-04-08 15:00:39 - INFO - parrotllm.training - ** New best validation loss! **
250
+ 2026-04-08 15:00:41 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt
251
+ 2026-04-08 15:00:41 - INFO - parrotllm.training - ------------------------------------------------------------
252
+ 2026-04-08 15:00:44 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000010.pt
253
+ 2026-04-08 15:00:45 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7149 | lr 7.18e-04 | grad 0.8942
254
+ 2026-04-08 15:00:45 - INFO - parrotllm.training - Starting evaluation...
255
+ 2026-04-08 15:00:45 - INFO - parrotllm.training - ------------------------------------------------------------
256
+ 2026-04-08 15:00:47 - INFO - parrotllm.training - Train: loss=7.7149, ppl=2241.52
257
+ 2026-04-08 15:00:47 - INFO - parrotllm.training - Val: loss=7.7522, ppl=2326.72
258
+ 2026-04-08 15:00:47 - INFO - parrotllm.training - ** New best validation loss! **
259
+ 2026-04-08 15:00:50 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7522_epoch_0003_step_0000011.pt
260
+ 2026-04-08 15:00:51 - INFO - parrotllm.training - ------------------------------------------------------------
261
+ 2026-04-08 15:00:52 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000011.pt
262
+ 2026-04-08 15:00:53 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.6396 | lr 1.30e-04 | grad 0.7612
263
+ 2026-04-08 15:00:53 - INFO - parrotllm.training - Starting evaluation...
264
+ 2026-04-08 15:00:53 - INFO - parrotllm.training - ------------------------------------------------------------
265
+ 2026-04-08 15:00:55 - INFO - parrotllm.training - Epoch 4 complete:
266
+ 2026-04-08 15:00:55 - INFO - parrotllm.training - Train: loss=7.6396, ppl=2078.86
267
+ 2026-04-08 15:00:55 - INFO - parrotllm.training - Val: loss=7.7415, ppl=2301.84
268
+ 2026-04-08 15:00:55 - INFO - parrotllm.training - ** New best validation loss! **
269
+ 2026-04-08 15:00:56 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt
270
+ 2026-04-08 15:00:57 - INFO - parrotllm.training - ------------------------------------------------------------
271
+ 2026-04-08 15:00:59 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt
272
+ 2026-04-08 15:01:02 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt
273
+ 2026-04-08 15:01:02 - INFO - parrotllm.training -
274
+ Loss Curve:
275
+ Loss
276
+ ^
277
+ 10.93 |*
278
+ | *
279
+ | *
280
+ | *
281
+ | * *
282
+ | *
283
+ | * *
284
+ 7.64 | * * *
285
+ +--------------------------------------------------> step
286
+ 1 12
287
+ 2026-04-08 15:01:02 - INFO - parrotllm.training -
288
+ ============================================================
289
+ TRAINING COMPLETE
290
+ ============================================================
291
+ Epochs: 4
292
+ Total steps: 12
293
+ Total time: 0.03 hours
294
+ Best validation loss: 7.7415
295
+ Run directory: runs/smoketest/exp_c/run_20260408_145851
296
+ ============================================================
297
+ 2026-04-08 15:01:02 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed
runs/smoketest/exp_c/run_20260408_145851/training_plots.pdf ADDED
Binary file (21.3 kB). View file