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ParrotLLM end-of-training sync for local run runs/smoketest/exp_c/run_20260408_123009.

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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:20.339191+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:21.326442+00:00", "epoch": 1, "step": 6, "train_loss": 9.081242561340332, "perplexity": 8788.879967475168, "lr": 0.001305, "grad_norm": 1.588091, "tokens_per_sec": 4039}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:29.292322+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:30.173818+00:00", "epoch": 2, "step": 7, "train_loss": 8.700834274291992, "perplexity": 6007.922382236292, "lr": 0.001305, "grad_norm": 1.531262, "tokens_per_sec": 3704}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:32.767992+00:00", "step": 7, "epoch": 2, "val_loss": 8.416127681732178, "val_ppl": 4519.369092290245, "eval_train_loss": 8.700834274291992, "eval_train_ppl": 6007.922382236292}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:34.277923+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt", "val_loss": 8.416127681732178}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:35.895020+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:36.791933+00:00", "epoch": 2, "step": 8, "train_loss": 8.399046897888184, "perplexity": 4442.830258215476, "lr": 0.001305, "grad_norm": 1.477246, "tokens_per_sec": 4951}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:39.379830+00:00", "step": 8, "epoch": 2, "val_loss": 8.161121368408203, "val_ppl": 3502.1115599564387, "eval_train_loss": 8.399046897888184, "eval_train_ppl": 4442.830258215476}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:40.820506+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt", "val_loss": 8.161121368408203}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:43.128448+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt", "category": "last"}
37
+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:44.045487+00:00", "epoch": 2, "step": 9, "train_loss": 8.159902572631836, "perplexity": 3497.845801251196, "lr": 0.001305, "grad_norm": 1.317876, "tokens_per_sec": 4518}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:46.634782+00:00", "step": 9, "epoch": 3, "val_loss": 7.958126783370972, "val_ppl": 2858.7129452197946, "eval_train_loss": 8.159902572631836, "eval_train_ppl": 3497.845801251196}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:48.800415+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt", "val_loss": 7.958126783370972}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:51.965177+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt", "category": "last"}
41
+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:52.908829+00:00", "epoch": 3, "step": 10, "train_loss": 7.925990104675293, "perplexity": 2768.3039096941484, "lr": 0.001305, "grad_norm": 1.134182, "tokens_per_sec": 3697}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:55.809756+00:00", "step": 10, "epoch": 3, "val_loss": 7.812638998031616, "val_ppl": 2471.6445011750043, "eval_train_loss": 7.925990104675293, "eval_train_ppl": 2768.3039096941484}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:58.365139+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt", "val_loss": 7.812638998031616}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:01.257265+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:32:02.152054+00:00", "epoch": 3, "step": 11, "train_loss": 7.736446380615234, "perplexity": 2290.318982727403, "lr": 0.00071775, "grad_norm": 0.919188, "tokens_per_sec": 3545}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:32:04.734503+00:00", "step": 11, "epoch": 3, "val_loss": 7.751912593841553, "val_ppl": 2326.0168885959174, "eval_train_loss": 7.736446380615234, "eval_train_ppl": 2290.318982727403}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:32:06.355055+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt", "val_loss": 7.751912593841553}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:08.499493+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:32:10.335307+00:00", "epoch": 3, "step": 12, "train_loss": 7.815838813781738, "perplexity": 2479.5659750481204, "lr": 0.00013049999999999997, "grad_norm": 0.72935, "tokens_per_sec": 4188}
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+ {"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:32:12.922316+00:00", "step": 12, "epoch": 4, "val_loss": 7.741242408752441, "val_ppl": 2301.3298000006826, "eval_train_loss": 7.815838813781738, "eval_train_ppl": 2479.5659750481204}
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+ {"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:32:13.860156+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "val_loss": 7.741242408752441}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:15.527946+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:32:18.300035+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"}
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+ {"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T12:32:18.300386+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.03, "best_val_loss": 7.741242408752441, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_123009"}
runs/smoketest/exp_c/run_20260408_123009/train.log ADDED
@@ -0,0 +1,295 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-04-08 12:30:10 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_123009/train.log
2
+ 2026-04-08 12:30:10 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes
3
+ 2026-04-08 12:30:10 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints | keep_last=10 | keep_best=10
4
+ 2026-04-08 12:30:11 - INFO - parrotllm.training - compiling model with torch.compile...
5
+ 2026-04-08 12:30:12 - INFO - parrotllm.training -
6
+ ============================================================
7
+ MODEL ARCHITECTURE SUMMARY
8
+ ============================================================
9
+
10
+ Configuration:
11
+ Vocab size: 50258
12
+ Block size (context): 1024
13
+ Layers: 14
14
+ Heads: 6
15
+ Embedding dim: 384
16
+ FFN hidden dim: 768
17
+ Dropout: 0.005
18
+ Bias: False
19
+
20
+ Parameters (unique, weight-tied layers counted once):
21
+ Total: 39,966,592 (39.97M)
22
+ Trainable: 39,966,592 (39.97M)
23
+ Non-trainable: 0
24
+ Non-embedding: 39,966,592 (39.97M)
25
+ Position embeddings: 0 (RoPE: 0 learned params)
26
+ Size (MB): 159.87
27
+
28
+ Layer-wise breakdown (torchinfo):
29
+ Note: torchinfo double-counts weight-tied layers (tok_emb/lm_head).
30
+ ============================================================================================================================================
31
+ Layer (type:depth-idx) Input Shape Output Shape Param # Trainable
32
+ ============================================================================================================================================
33
+ ParrotLLM [32, 1024] [32, 1024, 50258] -- True
34
+ ├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True
35
+ ├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- --
36
+ ├─ModuleList: 1-3 -- -- -- True
37
+ │ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True
38
+ │ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True
39
+ │ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True
40
+ │ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True
41
+ │ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True
42
+ │ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True
43
+ │ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True
44
+ │ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True
45
+ │ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True
46
+ │ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True
47
+ │ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True
48
+ │ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True
49
+ │ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True
50
+ │ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True
51
+ │ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True
52
+ │ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True
53
+ │ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True
54
+ │ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True
55
+ │ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True
56
+ │ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True
57
+ │ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True
58
+ │ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True
59
+ │ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True
60
+ │ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True
61
+ │ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True
62
+ │ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True
63
+ │ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True
64
+ │ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True
65
+ │ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True
66
+ │ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True
67
+ │ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True
68
+ │ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True
69
+ │ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True
70
+ │ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True
71
+ │ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True
72
+ │ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True
73
+ │ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True
74
+ │ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True
75
+ │ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True
76
+ │ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True
77
+ │ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True
78
+ │ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True
79
+ │ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True
80
+ │ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True
81
+ │ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True
82
+ │ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True
83
+ │ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True
84
+ │ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True
85
+ │ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True
86
+ │ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True
87
+ │ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True
88
+ │ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True
89
+ │ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True
90
+ │ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True
91
+ │ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True
92
+ │ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True
93
+ │ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True
94
+ │ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True
95
+ │ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True
96
+ │ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True
97
+ │ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True
98
+ │ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True
99
+ │ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True
100
+ │ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True
101
+ │ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True
102
+ │ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True
103
+ │ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True
104
+ │ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True
105
+ │ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True
106
+ │ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True
107
+ │ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True
108
+ │ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True
109
+ │ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True
110
+ │ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True
111
+ │ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True
112
+ │ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True
113
+ │ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True
114
+ │ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True
115
+ │ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True
116
+ │ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True
117
+ │ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True
118
+ │ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True
119
+ │ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True
120
+ │ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True
121
+ │ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True
122
+ │ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True
123
+ │ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True
124
+ │ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True
125
+ │ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True
126
+ │ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True
127
+ │ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True
128
+ │ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True
129
+ │ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True
130
+ │ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True
131
+ │ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True
132
+ │ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True
133
+ │ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True
134
+ │ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True
135
+ ├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True
136
+ ├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True
137
+ ============================================================================================================================================
138
+ Total params: 59,265,664
139
+ Trainable params: 59,265,664
140
+ Non-trainable params: 0
141
+ Total mult-adds (Units.GIGABYTES): 1.90
142
+ ============================================================================================================================================
143
+ Input size (MB): 0.26
144
+ Forward/backward pass size (MB): 34515.45
145
+ Params size (MB): 237.06
146
+ Estimated Total Size (MB): 34752.78
147
+ ============================================================================================================================================
148
+ ============================================================
149
+ 2026-04-08 12:30:12 - INFO - parrotllm.training - Starting evaluation...
150
+ 2026-04-08 12:30:18 - INFO - parrotllm.training - Initial val: loss=10.9061, ppl=54505.50
151
+ 2026-04-08 12:30:20 - INFO - parrotllm.training -
152
+ ============================================================
153
+ Starting training...
154
+ Steps per epoch (approx): 3
155
+ Max steps: 12
156
+ ============================================================
157
+ 2026-04-08 12:30:20 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275
158
+ 2026-04-08 12:30:42 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9259 | lr 3.26e-04 | grad 6.7907
159
+ 2026-04-08 12:30:42 - INFO - parrotllm.training - Starting evaluation...
160
+ 2026-04-08 12:30:42 - INFO - parrotllm.training - ------------------------------------------------------------
161
+ 2026-04-08 12:30:45 - INFO - parrotllm.training - Train: loss=10.9259, ppl=55598.26
162
+ 2026-04-08 12:30:45 - INFO - parrotllm.training - Val: loss=10.6119, ppl=40615.31
163
+ 2026-04-08 12:30:45 - INFO - parrotllm.training - ** New best validation loss! **
164
+ 2026-04-08 12:30:46 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p6119_epoch_0000_step_0000001.pt
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+ 2026-04-08 12:30:47 - INFO - parrotllm.training - ------------------------------------------------------------
166
+ 2026-04-08 12:30:48 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000001.pt
167
+ 2026-04-08 12:30:49 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6275 | lr 6.52e-04 | grad 17.0984
168
+ 2026-04-08 12:30:49 - INFO - parrotllm.training - Starting evaluation...
169
+ 2026-04-08 12:30:49 - INFO - parrotllm.training - ------------------------------------------------------------
170
+ 2026-04-08 12:30:51 - INFO - parrotllm.training - Train: loss=10.6275, ppl=41252.90
171
+ 2026-04-08 12:30:51 - INFO - parrotllm.training - Val: loss=10.2516, ppl=28328.82
172
+ 2026-04-08 12:30:51 - INFO - parrotllm.training - ** New best validation loss! **
173
+ 2026-04-08 12:30:54 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p2516_epoch_0000_step_0000002.pt
174
+ 2026-04-08 12:30:54 - INFO - parrotllm.training - ------------------------------------------------------------
175
+ 2026-04-08 12:30:56 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000002.pt
176
+ 2026-04-08 12:30:57 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2679 | lr 9.79e-04 | grad 1.8126
177
+ 2026-04-08 12:30:57 - INFO - parrotllm.training - Starting evaluation...
178
+ 2026-04-08 12:30:57 - INFO - parrotllm.training - ------------------------------------------------------------
179
+ 2026-04-08 12:31:00 - INFO - parrotllm.training - Epoch 1 complete:
180
+ 2026-04-08 12:31:00 - INFO - parrotllm.training - Train: loss=10.2679, ppl=28793.84
181
+ 2026-04-08 12:31:00 - INFO - parrotllm.training - Val: loss=9.9140, ppl=20211.38
182
+ 2026-04-08 12:31:00 - INFO - parrotllm.training - ** New best validation loss! **
183
+ 2026-04-08 12:31:01 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt
184
+ 2026-04-08 12:31:02 - INFO - parrotllm.training - ------------------------------------------------------------
185
+ 2026-04-08 12:31:03 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt
186
+ 2026-04-08 12:31:04 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9296 | lr 1.30e-03 | grad 1.6610
187
+ 2026-04-08 12:31:04 - INFO - parrotllm.training - Starting evaluation...
188
+ 2026-04-08 12:31:04 - INFO - parrotllm.training - ------------------------------------------------------------
189
+ 2026-04-08 12:31:07 - INFO - parrotllm.training - Train: loss=9.9296, ppl=20529.26
190
+ 2026-04-08 12:31:07 - INFO - parrotllm.training - Val: loss=9.4862, ppl=13176.58
191
+ 2026-04-08 12:31:07 - INFO - parrotllm.training - ** New best validation loss! **
192
+ 2026-04-08 12:31:09 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt
193
+ 2026-04-08 12:31:10 - INFO - parrotllm.training - ------------------------------------------------------------
194
+ 2026-04-08 12:31:12 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt
195
+ 2026-04-08 12:31:13 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4699 | lr 1.30e-03 | grad 1.5961
196
+ 2026-04-08 12:31:13 - INFO - parrotllm.training - Starting evaluation...
197
+ 2026-04-08 12:31:13 - INFO - parrotllm.training - ------------------------------------------------------------
198
+ 2026-04-08 12:31:15 - INFO - parrotllm.training - Train: loss=9.4699, ppl=12963.64
199
+ 2026-04-08 12:31:15 - INFO - parrotllm.training - Val: loss=9.0855, ppl=8826.70
200
+ 2026-04-08 12:31:15 - INFO - parrotllm.training - ** New best validation loss! **
201
+ 2026-04-08 12:31:17 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt
202
+ 2026-04-08 12:31:18 - INFO - parrotllm.training - ------------------------------------------------------------
203
+ 2026-04-08 12:31:20 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt
204
+ 2026-04-08 12:31:21 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0812 | lr 1.30e-03 | grad 1.5881
205
+ 2026-04-08 12:31:21 - INFO - parrotllm.training - Starting evaluation...
206
+ 2026-04-08 12:31:21 - INFO - parrotllm.training - ------------------------------------------------------------
207
+ 2026-04-08 12:31:23 - INFO - parrotllm.training - Epoch 2 complete:
208
+ 2026-04-08 12:31:23 - INFO - parrotllm.training - Train: loss=9.0812, ppl=8788.88
209
+ 2026-04-08 12:31:23 - INFO - parrotllm.training - Val: loss=8.7229, ppl=6142.17
210
+ 2026-04-08 12:31:23 - INFO - parrotllm.training - ** New best validation loss! **
211
+ 2026-04-08 12:31:26 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt
212
+ 2026-04-08 12:31:27 - INFO - parrotllm.training - ------------------------------------------------------------
213
+ 2026-04-08 12:31:29 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt
214
+ 2026-04-08 12:31:30 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7008 | lr 1.30e-03 | grad 1.5313
215
+ 2026-04-08 12:31:30 - INFO - parrotllm.training - Starting evaluation...
216
+ 2026-04-08 12:31:30 - INFO - parrotllm.training - ------------------------------------------------------------
217
+ 2026-04-08 12:31:32 - INFO - parrotllm.training - Train: loss=8.7008, ppl=6007.92
218
+ 2026-04-08 12:31:32 - INFO - parrotllm.training - Val: loss=8.4161, ppl=4519.37
219
+ 2026-04-08 12:31:32 - INFO - parrotllm.training - ** New best validation loss! **
220
+ 2026-04-08 12:31:34 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt
221
+ 2026-04-08 12:31:34 - INFO - parrotllm.training - ------------------------------------------------------------
222
+ 2026-04-08 12:31:35 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt
223
+ 2026-04-08 12:31:36 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.3990 | lr 1.30e-03 | grad 1.4772
224
+ 2026-04-08 12:31:36 - INFO - parrotllm.training - Starting evaluation...
225
+ 2026-04-08 12:31:36 - INFO - parrotllm.training - ------------------------------------------------------------
226
+ 2026-04-08 12:31:39 - INFO - parrotllm.training - Train: loss=8.3990, ppl=4442.83
227
+ 2026-04-08 12:31:39 - INFO - parrotllm.training - Val: loss=8.1611, ppl=3502.11
228
+ 2026-04-08 12:31:39 - INFO - parrotllm.training - ** New best validation loss! **
229
+ 2026-04-08 12:31:40 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt
230
+ 2026-04-08 12:31:41 - INFO - parrotllm.training - ------------------------------------------------------------
231
+ 2026-04-08 12:31:43 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt
232
+ 2026-04-08 12:31:44 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1599 | lr 1.30e-03 | grad 1.3179
233
+ 2026-04-08 12:31:44 - INFO - parrotllm.training - Starting evaluation...
234
+ 2026-04-08 12:31:44 - INFO - parrotllm.training - ------------------------------------------------------------
235
+ 2026-04-08 12:31:46 - INFO - parrotllm.training - Epoch 3 complete:
236
+ 2026-04-08 12:31:46 - INFO - parrotllm.training - Train: loss=8.1599, ppl=3497.85
237
+ 2026-04-08 12:31:46 - INFO - parrotllm.training - Val: loss=7.9581, ppl=2858.71
238
+ 2026-04-08 12:31:46 - INFO - parrotllm.training - ** New best validation loss! **
239
+ 2026-04-08 12:31:48 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt
240
+ 2026-04-08 12:31:49 - INFO - parrotllm.training - ------------------------------------------------------------
241
+ 2026-04-08 12:31:51 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt
242
+ 2026-04-08 12:31:52 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9260 | lr 1.30e-03 | grad 1.1342
243
+ 2026-04-08 12:31:52 - INFO - parrotllm.training - Starting evaluation...
244
+ 2026-04-08 12:31:52 - INFO - parrotllm.training - ------------------------------------------------------------
245
+ 2026-04-08 12:31:55 - INFO - parrotllm.training - Train: loss=7.9260, ppl=2768.30
246
+ 2026-04-08 12:31:55 - INFO - parrotllm.training - Val: loss=7.8126, ppl=2471.64
247
+ 2026-04-08 12:31:55 - INFO - parrotllm.training - ** New best validation loss! **
248
+ 2026-04-08 12:31:58 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt
249
+ 2026-04-08 12:31:58 - INFO - parrotllm.training - ------------------------------------------------------------
250
+ 2026-04-08 12:32:01 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt
251
+ 2026-04-08 12:32:02 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7364 | lr 7.18e-04 | grad 0.9192
252
+ 2026-04-08 12:32:02 - INFO - parrotllm.training - Starting evaluation...
253
+ 2026-04-08 12:32:02 - INFO - parrotllm.training - ------------------------------------------------------------
254
+ 2026-04-08 12:32:04 - INFO - parrotllm.training - Train: loss=7.7364, ppl=2290.32
255
+ 2026-04-08 12:32:04 - INFO - parrotllm.training - Val: loss=7.7519, ppl=2326.02
256
+ 2026-04-08 12:32:04 - INFO - parrotllm.training - ** New best validation loss! **
257
+ 2026-04-08 12:32:06 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt
258
+ 2026-04-08 12:32:06 - INFO - parrotllm.training - ------------------------------------------------------------
259
+ 2026-04-08 12:32:08 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt
260
+ 2026-04-08 12:32:09 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.8158 | lr 1.30e-04 | grad 0.7293
261
+ 2026-04-08 12:32:10 - INFO - parrotllm.training - Starting evaluation...
262
+ 2026-04-08 12:32:10 - INFO - parrotllm.training - ------------------------------------------------------------
263
+ 2026-04-08 12:32:12 - INFO - parrotllm.training - Epoch 4 complete:
264
+ 2026-04-08 12:32:12 - INFO - parrotllm.training - Train: loss=7.8158, ppl=2479.57
265
+ 2026-04-08 12:32:12 - INFO - parrotllm.training - Val: loss=7.7412, ppl=2301.33
266
+ 2026-04-08 12:32:12 - INFO - parrotllm.training - ** New best validation loss! **
267
+ 2026-04-08 12:32:13 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt
268
+ 2026-04-08 12:32:14 - INFO - parrotllm.training - ------------------------------------------------------------
269
+ 2026-04-08 12:32:15 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt
270
+ 2026-04-08 12:32:18 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt
271
+ 2026-04-08 12:32:18 - INFO - parrotllm.training -
272
+ Loss Curve:
273
+ Loss
274
+ ^
275
+ 10.93 |*
276
+ | *
277
+ | *
278
+ | *
279
+ | *
280
+ | * *
281
+ | *
282
+ 7.74 | * * * *
283
+ +--------------------------------------------------> step
284
+ 1 12
285
+ 2026-04-08 12:32:18 - INFO - parrotllm.training -
286
+ ============================================================
287
+ TRAINING COMPLETE
288
+ ============================================================
289
+ Epochs: 4
290
+ Total steps: 12
291
+ Total time: 0.03 hours
292
+ Best validation loss: 7.7412
293
+ Run directory: runs/smoketest/exp_c/run_20260408_123009
294
+ ============================================================
295
+ 2026-04-08 12:32:18 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed
runs/smoketest/exp_c/run_20260408_123009/training_plots.pdf ADDED
Binary file (21.2 kB). View file