Delete runs/fast_learn

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runs/fast_learn/run_20260408_102350/train.log

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-2026-04-08 10:23:50 - INFO - parrotllm - Logging initialised -> runs/fast_learn/run_20260408_102350/train.log
-2026-04-08 10:23:50 - INFO - parrotllm.training - device=cuda | rank=0 | world_size=1 | distributed=no
-2026-04-08 10:23:50 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints | keep_last=5 | keep_best=5
-2026-04-08 10:23:51 - INFO - parrotllm.training - torch.compile disabled via config
-2026-04-08 10:23:51 - INFO - parrotllm.training - 
-============================================================
-MODEL ARCHITECTURE SUMMARY
-============================================================
-
-Configuration:
-  Vocab size: 50258
-  Block size (context): 256
-  Layers: 4
-  Heads: 8
-  Embedding dim: 256
-  FFN hidden dim: 682
-  Dropout: 0.0
-  Bias: False
-
-Parameters (unique, weight-tied layers counted once):
-  Total: 16,014,336 (16.01M)
-  Trainable: 16,014,336 (16.01M)
-  Non-trainable: 0
-  Non-embedding: 16,014,336 (16.01M)
-  Position embeddings: 0 (RoPE: 0 learned params)
-  Size (MB): 64.06
-
-Layer-wise breakdown (torchinfo):
-  Note: torchinfo double-counts weight-tied layers (tok_emb/lm_head).
-============================================================================================================================================
-Layer (type:depth-idx)                   Input Shape               Output Shape              Param #                   Trainable
-============================================================================================================================================
-ParrotLLM                                [64, 256]                 [64, 256, 50258]          --                        True
-├─Embedding: 1-1                         [64, 256]                 [64, 256, 256]            12,866,048                True
-├─Dropout: 1-2                           [64, 256, 256]            [64, 256, 256]            --                        --
-├─ModuleList: 1-3                        --                        --                        --                        True
-│    └─TransformerBlock: 2-1             [64, 256, 256]            [64, 256, 256]            --                        True
-│    │    └─RMSNorm: 3-1                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─MultiHeadAttention: 3-2      [64, 256, 256]            [64, 256, 256]            262,208                   True
-│    │    └─RMSNorm: 3-3                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─RMSNorm: 3-4                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─SwiGLUMLP: 3-5               [64, 256, 256]            [64, 256, 256]            523,776                   True
-│    │    └─RMSNorm: 3-6                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    └─TransformerBlock: 2-2             [64, 256, 256]            [64, 256, 256]            --                        True
-│    │    └─RMSNorm: 3-7                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─MultiHeadAttention: 3-8      [64, 256, 256]            [64, 256, 256]            262,208                   True
-│    │    └─RMSNorm: 3-9                 [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─RMSNorm: 3-10                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─SwiGLUMLP: 3-11              [64, 256, 256]            [64, 256, 256]            523,776                   True
-│    │    └─RMSNorm: 3-12                [64, 256, 256]            [64, 256, 256]            256                       True
-│    └─TransformerBlock: 2-3             [64, 256, 256]            [64, 256, 256]            --                        True
-│    │    └─RMSNorm: 3-13                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─MultiHeadAttention: 3-14     [64, 256, 256]            [64, 256, 256]            262,208                   True
-│    │    └─RMSNorm: 3-15                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─RMSNorm: 3-16                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─SwiGLUMLP: 3-17              [64, 256, 256]            [64, 256, 256]            523,776                   True
-│    │    └─RMSNorm: 3-18                [64, 256, 256]            [64, 256, 256]            256                       True
-│    └─TransformerBlock: 2-4             [64, 256, 256]            [64, 256, 256]            --                        True
-│    │    └─RMSNorm: 3-19                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─MultiHeadAttention: 3-20     [64, 256, 256]            [64, 256, 256]            262,208                   True
-│    │    └─RMSNorm: 3-21                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─RMSNorm: 3-22                [64, 256, 256]            [64, 256, 256]            256                       True
-│    │    └─SwiGLUMLP: 3-23              [64, 256, 256]            [64, 256, 256]            523,776                   True
-│    │    └─RMSNorm: 3-24                [64, 256, 256]            [64, 256, 256]            256                       True
-├─RMSNorm: 1-4                           [64, 256, 256]            [64, 256, 256]            256                       True
-├─Linear: 1-5                            [64, 256, 256]            [64, 256, 50258]          12,866,048                True
-============================================================================================================================================
-Total params: 28,880,384
-Trainable params: 28,880,384
-Non-trainable params: 0
-Total mult-adds (Units.GIGABYTES): 1.85
-============================================================================================================================================
-Input size (MB): 0.13
-Forward/backward pass size (MB): 8846.05
-Params size (MB): 115.52
-Estimated Total Size (MB): 8961.70
-============================================================================================================================================
-============================================================
-2026-04-08 10:23:51 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:23:51 - INFO - parrotllm.training -   Initial val: loss=10.8621, ppl=52163.59
-2026-04-08 10:23:51 - INFO - parrotllm.training - 
-============================================================
-Starting training...
-  Steps per epoch (approx): 58
-  Max steps: 300
-============================================================
-2026-04-08 10:23:51 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.2 | z_loss_coeff=0.0001
-2026-04-08 10:23:51 - INFO - parrotllm.training - Early stopping enabled | patience=3 evals | min_delta=0.000000
-2026-04-08 10:23:51 - INFO - parrotllm.training - step      1 | epoch 0 | loss 10.8775 | lr 5.00e-05 | grad 2.4289
-2026-04-08 10:23:53 - INFO - parrotllm.training - step     10 | epoch 0 | loss 10.0071 | lr 5.00e-04 | grad 1.3299
-2026-04-08 10:23:53 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:23:53 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:23:53 - INFO - parrotllm.training -   Train: loss=10.0071, ppl=22183.73
-2026-04-08 10:23:53 - INFO - parrotllm.training -   Val:   loss=9.8934, ppl=19799.94
-2026-04-08 10:23:53 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:23:53 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_9p8934_epoch_0000_step_0000010.pt
-2026-04-08 10:23:54 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:23:55 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0000_step_0000010.pt
-2026-04-08 10:23:57 - INFO - parrotllm.training - step     20 | epoch 0 | loss 8.4109 | lr 1.00e-03 | grad 1.2339
-2026-04-08 10:23:57 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:23:57 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:23:57 - INFO - parrotllm.training -   Train: loss=8.4109, ppl=4495.78
-2026-04-08 10:23:57 - INFO - parrotllm.training -   Val:   loss=8.3807, ppl=4361.91
-2026-04-08 10:23:57 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:23:57 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_8p3807_epoch_0000_step_0000020.pt
-2026-04-08 10:23:58 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:23:58 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0000_step_0000020.pt
-2026-04-08 10:24:00 - INFO - parrotllm.training - step     30 | epoch 0 | loss 7.5825 | lr 1.00e-03 | grad 0.4779
-2026-04-08 10:24:00 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:00 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:01 - INFO - parrotllm.training -   Train: loss=7.5825, ppl=1963.53
-2026-04-08 10:24:01 - INFO - parrotllm.training -   Val:   loss=7.7298, ppl=2275.08
-2026-04-08 10:24:01 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:01 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p7298_epoch_0000_step_0000030.pt
-2026-04-08 10:24:02 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:02 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0000_step_0000030.pt
-2026-04-08 10:24:04 - INFO - parrotllm.training - step     40 | epoch 0 | loss 7.2955 | lr 1.00e-03 | grad 0.4186
-2026-04-08 10:24:04 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:04 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:04 - INFO - parrotllm.training -   Train: loss=7.2955, ppl=1473.72
-2026-04-08 10:24:04 - INFO - parrotllm.training -   Val:   loss=7.5845, ppl=1967.48
-2026-04-08 10:24:04 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:05 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p5845_epoch_0000_step_0000040.pt
-2026-04-08 10:24:06 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:06 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0000_step_0000040.pt
-2026-04-08 10:24:08 - INFO - parrotllm.training - step     50 | epoch 0 | loss 7.1519 | lr 1.00e-03 | grad 0.8343
-2026-04-08 10:24:08 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:08 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:09 - INFO - parrotllm.training -   Train: loss=7.1519, ppl=1276.52
-2026-04-08 10:24:09 - INFO - parrotllm.training -   Val:   loss=7.4119, ppl=1655.60
-2026-04-08 10:24:09 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:09 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p4119_epoch_0000_step_0000050.pt
-2026-04-08 10:24:10 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:10 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0000_step_0000050.pt
-2026-04-08 10:24:12 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:12 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:12 - INFO - parrotllm.training - Epoch 1 complete:
-2026-04-08 10:24:12 - INFO - parrotllm.training -   Train: loss=7.0841, ppl=1192.81
-2026-04-08 10:24:12 - INFO - parrotllm.training -   Val:   loss=7.2928, ppl=1469.74
-2026-04-08 10:24:12 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:13 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p2928_epoch_0001_step_0000058.pt
-2026-04-08 10:24:13 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:14 - INFO - parrotllm.training - step     60 | epoch 1 | loss 7.0422 | lr 1.00e-03 | grad 0.3758
-2026-04-08 10:24:14 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:14 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:14 - INFO - parrotllm.training -   Train: loss=7.0422, ppl=1143.94
-2026-04-08 10:24:14 - INFO - parrotllm.training -   Val:   loss=7.2751, ppl=1443.95
-2026-04-08 10:24:14 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:14 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p2751_epoch_0001_step_0000060.pt
-2026-04-08 10:24:15 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:15 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000060.pt
-2026-04-08 10:24:17 - INFO - parrotllm.training - step     70 | epoch 1 | loss 6.7969 | lr 1.00e-03 | grad 0.3625
-2026-04-08 10:24:17 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:17 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:18 - INFO - parrotllm.training -   Train: loss=6.7969, ppl=895.10
-2026-04-08 10:24:18 - INFO - parrotllm.training -   Val:   loss=7.1586, ppl=1285.06
-2026-04-08 10:24:18 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:18 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p1586_epoch_0001_step_0000070.pt
-2026-04-08 10:24:19 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:19 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000070.pt
-2026-04-08 10:24:21 - INFO - parrotllm.training - step     80 | epoch 1 | loss 6.7478 | lr 1.00e-03 | grad 0.4638
-2026-04-08 10:24:21 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:21 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:21 - INFO - parrotllm.training -   Train: loss=6.7478, ppl=852.20
-2026-04-08 10:24:21 - INFO - parrotllm.training -   Val:   loss=7.0772, ppl=1184.70
-2026-04-08 10:24:21 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:22 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_7p0772_epoch_0001_step_0000080.pt
-2026-04-08 10:24:23 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:24 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000080.pt
-2026-04-08 10:24:26 - INFO - parrotllm.training - step     90 | epoch 1 | loss 6.6866 | lr 1.00e-03 | grad 0.3555
-2026-04-08 10:24:26 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:26 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:26 - INFO - parrotllm.training -   Train: loss=6.6866, ppl=801.63
-2026-04-08 10:24:26 - INFO - parrotllm.training -   Val:   loss=6.9723, ppl=1066.66
-2026-04-08 10:24:26 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:27 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p9723_epoch_0001_step_0000090.pt
-2026-04-08 10:24:27 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:28 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000090.pt
-2026-04-08 10:24:31 - INFO - parrotllm.training - step    100 | epoch 1 | loss 6.5857 | lr 1.00e-03 | grad 0.4117
-2026-04-08 10:24:31 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:31 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:31 - INFO - parrotllm.training -   Train: loss=6.5857, ppl=724.68
-2026-04-08 10:24:31 - INFO - parrotllm.training -   Val:   loss=6.9045, ppl=996.71
-2026-04-08 10:24:31 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:32 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p9045_epoch_0001_step_0000100.pt
-2026-04-08 10:24:32 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:33 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000100.pt
-2026-04-08 10:24:35 - INFO - parrotllm.training - step    110 | epoch 1 | loss 6.4655 | lr 1.00e-03 | grad 0.4674
-2026-04-08 10:24:35 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:35 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:35 - INFO - parrotllm.training -   Train: loss=6.4655, ppl=642.61
-2026-04-08 10:24:35 - INFO - parrotllm.training -   Val:   loss=6.8364, ppl=931.09
-2026-04-08 10:24:35 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:36 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p8364_epoch_0001_step_0000110.pt
-2026-04-08 10:24:37 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:38 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0001_step_0000110.pt
-2026-04-08 10:24:39 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:39 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:39 - INFO - parrotllm.training - Epoch 2 complete:
-2026-04-08 10:24:39 - INFO - parrotllm.training -   Train: loss=6.5477, ppl=697.67
-2026-04-08 10:24:39 - INFO - parrotllm.training -   Val:   loss=6.8036, ppl=901.13
-2026-04-08 10:24:39 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:40 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p8036_epoch_0002_step_0000116.pt
-2026-04-08 10:24:41 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:42 - INFO - parrotllm.training - step    120 | epoch 2 | loss 6.2526 | lr 1.00e-03 | grad 0.4435
-2026-04-08 10:24:42 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:42 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:42 - INFO - parrotllm.training -   Train: loss=6.2526, ppl=519.35
-2026-04-08 10:24:42 - INFO - parrotllm.training -   Val:   loss=6.7931, ppl=891.67
-2026-04-08 10:24:42 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:42 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p7931_epoch_0002_step_0000120.pt
-2026-04-08 10:24:43 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:45 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000120.pt
-2026-04-08 10:24:47 - INFO - parrotllm.training - step    130 | epoch 2 | loss 6.2556 | lr 1.00e-03 | grad 0.4452
-2026-04-08 10:24:47 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:47 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:47 - INFO - parrotllm.training -   Train: loss=6.2556, ppl=520.94
-2026-04-08 10:24:47 - INFO - parrotllm.training -   Val:   loss=6.7678, ppl=869.40
-2026-04-08 10:24:47 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:48 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p7678_epoch_0002_step_0000130.pt
-2026-04-08 10:24:48 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:49 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000130.pt
-2026-04-08 10:24:51 - INFO - parrotllm.training - step    140 | epoch 2 | loss 6.3007 | lr 1.00e-03 | grad 0.4902
-2026-04-08 10:24:51 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:51 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:51 - INFO - parrotllm.training -   Train: loss=6.3007, ppl=544.97
-2026-04-08 10:24:51 - INFO - parrotllm.training -   Val:   loss=6.7293, ppl=836.56
-2026-04-08 10:24:51 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:51 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p7293_epoch_0002_step_0000140.pt
-2026-04-08 10:24:52 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:53 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000140.pt
-2026-04-08 10:24:55 - INFO - parrotllm.training - step    150 | epoch 2 | loss 6.1964 | lr 1.00e-03 | grad 0.5096
-2026-04-08 10:24:55 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:55 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:55 - INFO - parrotllm.training -   Train: loss=6.1964, ppl=490.96
-2026-04-08 10:24:55 - INFO - parrotllm.training -   Val:   loss=6.6882, ppl=802.88
-2026-04-08 10:24:55 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:24:55 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6882_epoch_0002_step_0000150.pt
-2026-04-08 10:24:56 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:57 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000150.pt
-2026-04-08 10:24:59 - INFO - parrotllm.training - step    160 | epoch 2 | loss 6.1406 | lr 1.00e-03 | grad 0.5823
-2026-04-08 10:24:59 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:24:59 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:24:59 - INFO - parrotllm.training -   Train: loss=6.1406, ppl=464.32
-2026-04-08 10:24:59 - INFO - parrotllm.training -   Val:   loss=6.6567, ppl=777.97
-2026-04-08 10:24:59 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:00 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6567_epoch_0002_step_0000160.pt
-2026-04-08 10:25:01 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:01 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000160.pt
-2026-04-08 10:25:04 - INFO - parrotllm.training - step    170 | epoch 2 | loss 6.1889 | lr 1.00e-03 | grad 0.5073
-2026-04-08 10:25:04 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:04 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:04 - INFO - parrotllm.training -   Train: loss=6.1889, ppl=487.33
-2026-04-08 10:25:04 - INFO - parrotllm.training -   Val:   loss=6.6243, ppl=753.17
-2026-04-08 10:25:04 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:05 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6243_epoch_0002_step_0000170.pt
-2026-04-08 10:25:05 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:07 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0002_step_0000170.pt
-2026-04-08 10:25:08 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:08 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:08 - INFO - parrotllm.training - Epoch 3 complete:
-2026-04-08 10:25:08 - INFO - parrotllm.training -   Train: loss=6.0717, ppl=433.40
-2026-04-08 10:25:08 - INFO - parrotllm.training -   Val:   loss=6.6202, ppl=750.06
-2026-04-08 10:25:08 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:08 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6202_epoch_0003_step_0000174.pt
-2026-04-08 10:25:09 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:10 - INFO - parrotllm.training - step    180 | epoch 3 | loss 5.9077 | lr 1.00e-03 | grad 0.7035
-2026-04-08 10:25:10 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:10 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:10 - INFO - parrotllm.training -   Train: loss=5.9077, ppl=367.86
-2026-04-08 10:25:10 - INFO - parrotllm.training -   Val:   loss=6.6468, ppl=770.28
-2026-04-08 10:25:10 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6468_epoch_0003_step_0000180.pt
-2026-04-08 10:25:11 - INFO - parrotllm.training -   No validation improvement for 1/3 evaluation(s) (best=6.6202, min_delta=0.000000).
-2026-04-08 10:25:11 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:12 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000180.pt
-2026-04-08 10:25:14 - INFO - parrotllm.training - step    190 | epoch 3 | loss 5.9908 | lr 1.00e-03 | grad 0.6098
-2026-04-08 10:25:14 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:14 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:14 - INFO - parrotllm.training -   Train: loss=5.9908, ppl=399.72
-2026-04-08 10:25:14 - INFO - parrotllm.training -   Val:   loss=6.6222, ppl=751.60
-2026-04-08 10:25:16 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p6222_epoch_0003_step_0000190.pt
-2026-04-08 10:25:16 - INFO - parrotllm.training -   No validation improvement for 2/3 evaluation(s) (best=6.6202, min_delta=0.000000).
-2026-04-08 10:25:16 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:17 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000190.pt
-2026-04-08 10:25:19 - INFO - parrotllm.training - step    200 | epoch 3 | loss 5.9190 | lr 1.00e-03 | grad 0.5578
-2026-04-08 10:25:19 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:19 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:19 - INFO - parrotllm.training -   Train: loss=5.9190, ppl=372.04
-2026-04-08 10:25:19 - INFO - parrotllm.training -   Val:   loss=6.5935, ppl=730.32
-2026-04-08 10:25:19 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:19 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5935_epoch_0003_step_0000200.pt
-2026-04-08 10:25:20 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:21 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000200.pt
-2026-04-08 10:25:23 - INFO - parrotllm.training - step    210 | epoch 3 | loss 5.8753 | lr 1.00e-03 | grad 0.6255
-2026-04-08 10:25:23 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:23 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:23 - INFO - parrotllm.training -   Train: loss=5.8753, ppl=356.14
-2026-04-08 10:25:23 - INFO - parrotllm.training -   Val:   loss=6.5643, ppl=709.30
-2026-04-08 10:25:23 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:24 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5643_epoch_0003_step_0000210.pt
-2026-04-08 10:25:24 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:25 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000210.pt
-2026-04-08 10:25:27 - INFO - parrotllm.training - step    220 | epoch 3 | loss 5.9597 | lr 1.00e-03 | grad 0.6323
-2026-04-08 10:25:27 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:27 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:27 - INFO - parrotllm.training -   Train: loss=5.9597, ppl=387.51
-2026-04-08 10:25:27 - INFO - parrotllm.training -   Val:   loss=6.5386, ppl=691.29
-2026-04-08 10:25:27 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:27 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5386_epoch_0003_step_0000220.pt
-2026-04-08 10:25:28 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:29 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000220.pt
-2026-04-08 10:25:31 - INFO - parrotllm.training - step    230 | epoch 3 | loss 5.9037 | lr 1.00e-03 | grad 0.5964
-2026-04-08 10:25:31 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:31 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:31 - INFO - parrotllm.training -   Train: loss=5.9037, ppl=366.38
-2026-04-08 10:25:31 - INFO - parrotllm.training -   Val:   loss=6.5273, ppl=683.53
-2026-04-08 10:25:31 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:33 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5273_epoch_0003_step_0000230.pt
-2026-04-08 10:25:33 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:34 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0003_step_0000230.pt
-2026-04-08 10:25:34 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:34 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:35 - INFO - parrotllm.training - Epoch 4 complete:
-2026-04-08 10:25:35 - INFO - parrotllm.training -   Train: loss=5.9703, ppl=391.63
-2026-04-08 10:25:35 - INFO - parrotllm.training -   Val:   loss=6.5308, ppl=685.94
-2026-04-08 10:25:36 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5308_epoch_0004_step_0000232.pt
-2026-04-08 10:25:36 - INFO - parrotllm.training -   No validation improvement for 1/3 evaluation(s) (best=6.5273, min_delta=0.000000).
-2026-04-08 10:25:36 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:38 - INFO - parrotllm.training - step    240 | epoch 4 | loss 5.6591 | lr 1.00e-03 | grad 0.6297
-2026-04-08 10:25:38 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:38 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:38 - INFO - parrotllm.training -   Train: loss=5.6591, ppl=286.89
-2026-04-08 10:25:38 - INFO - parrotllm.training -   Val:   loss=6.5239, ppl=681.23
-2026-04-08 10:25:38 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:38 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5239_epoch_0004_step_0000240.pt
-2026-04-08 10:25:39 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:40 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0004_step_0000240.pt
-2026-04-08 10:25:42 - INFO - parrotllm.training - step    250 | epoch 4 | loss 5.6930 | lr 8.50e-04 | grad 0.6920
-2026-04-08 10:25:42 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:42 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:42 - INFO - parrotllm.training -   Train: loss=5.6930, ppl=296.79
-2026-04-08 10:25:42 - INFO - parrotllm.training -   Val:   loss=6.5343, ppl=688.35
-2026-04-08 10:25:44 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5343_epoch_0004_step_0000250.pt
-2026-04-08 10:25:44 - INFO - parrotllm.training -   No validation improvement for 1/3 evaluation(s) (best=6.5239, min_delta=0.000000).
-2026-04-08 10:25:44 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:45 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0004_step_0000250.pt
-2026-04-08 10:25:47 - INFO - parrotllm.training - step    260 | epoch 4 | loss 5.5703 | lr 7.00e-04 | grad 0.5898
-2026-04-08 10:25:47 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:47 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:47 - INFO - parrotllm.training -   Train: loss=5.5703, ppl=262.50
-2026-04-08 10:25:47 - INFO - parrotllm.training -   Val:   loss=6.5350, ppl=688.82
-2026-04-08 10:25:48 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5350_epoch_0004_step_0000260.pt
-2026-04-08 10:25:48 - INFO - parrotllm.training -   No validation improvement for 2/3 evaluation(s) (best=6.5239, min_delta=0.000000).
-2026-04-08 10:25:48 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:50 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0004_step_0000260.pt
-2026-04-08 10:25:52 - INFO - parrotllm.training - step    270 | epoch 4 | loss 5.5189 | lr 5.50e-04 | grad 0.7256
-2026-04-08 10:25:52 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:52 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:52 - INFO - parrotllm.training -   Train: loss=5.5189, ppl=249.37
-2026-04-08 10:25:52 - INFO - parrotllm.training -   Val:   loss=6.5059, ppl=669.08
-2026-04-08 10:25:52 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:53 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5059_epoch_0004_step_0000270.pt
-2026-04-08 10:25:53 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:54 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0004_step_0000270.pt
-2026-04-08 10:25:56 - INFO - parrotllm.training - step    280 | epoch 4 | loss 5.5293 | lr 4.00e-04 | grad 0.5655
-2026-04-08 10:25:56 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:25:56 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:56 - INFO - parrotllm.training -   Train: loss=5.5293, ppl=251.97
-2026-04-08 10:25:56 - INFO - parrotllm.training -   Val:   loss=6.5027, ppl=666.91
-2026-04-08 10:25:56 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:25:56 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5027_epoch_0004_step_0000280.pt
-2026-04-08 10:25:57 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:25:57 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0004_step_0000280.pt
-2026-04-08 10:26:00 - INFO - parrotllm.training - step    290 | epoch 4 | loss 5.6288 | lr 2.50e-04 | grad 0.6188
-2026-04-08 10:26:00 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:26:00 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:26:00 - INFO - parrotllm.training - Epoch 5 complete:
-2026-04-08 10:26:00 - INFO - parrotllm.training -   Train: loss=5.6288, ppl=278.32
-2026-04-08 10:26:00 - INFO - parrotllm.training -   Val:   loss=6.4871, ppl=656.64
-2026-04-08 10:26:00 - INFO - parrotllm.training -   ** New best validation loss! **
-2026-04-08 10:26:01 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p4871_epoch_0005_step_0000290.pt
-2026-04-08 10:26:01 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:26:02 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0005_step_0000290.pt
-2026-04-08 10:26:05 - INFO - parrotllm.training - step    300 | epoch 5 | loss 5.3922 | lr 1.00e-04 | grad 0.4955
-2026-04-08 10:26:05 - INFO - parrotllm.training - Starting evaluation...
-2026-04-08 10:26:05 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:26:05 - INFO - parrotllm.training -   Train: loss=5.3922, ppl=219.68
-2026-04-08 10:26:05 - INFO - parrotllm.training -   Val:   loss=6.5104, ppl=672.12
-2026-04-08 10:26:05 - INFO - parrotllm.training -   Saved best checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/best_loss_6p5104_epoch_0005_step_0000300.pt
-2026-04-08 10:26:06 - INFO - parrotllm.training -   No validation improvement for 1/3 evaluation(s) (best=6.4871, min_delta=0.000000).
-2026-04-08 10:26:06 - INFO - parrotllm.training - ------------------------------------------------------------
-2026-04-08 10:26:07 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0005_step_0000300.pt
-2026-04-08 10:26:09 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/fast_learn/run_20260408_102350/checkpoints/last_epoch_0005_step_0000300.pt
-2026-04-08 10:26:09 - INFO - parrotllm.training - 
-Loss Curve:
-  Loss
-  ^
-   10.88 |*                                                 
-         |**                                                
-         | **                                               
-         |  *                                               
-         |   **                                             
-         |    *******                                       
-         |          *******************                     
-    5.32 |                            **********************
-         +--------------------------------------------------> step
-         1                                              300
-2026-04-08 10:26:09 - INFO - parrotllm.training - 
-============================================================
-TRAINING COMPLETE
-============================================================
-  Epochs: 6
-  Total steps: 300
-  Total time: 0.04 hours
-  Best validation loss: 6.4871
-  Run directory: runs/fast_learn/run_20260408_102350
-============================================================
-2026-04-08 10:26:09 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed