diff --git a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt deleted file mode 100644 index 0ed831c85038f8bf7b286d33268ecfd1923bee35..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0a7a63529a9ff9e2291d0b26770ce488cd33dec4815eae468d8725b478f80933 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt deleted file mode 100644 index 84ccc75495c96cce8413db55ff7cad2156614191..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:afbf834eb6e2d5a54d18c898aec662a353803d12f6b37cdac777e1d91602cd52 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt deleted file mode 100644 index ee94fba01194d373557204a449d34a514f35591a..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d254b04fee60ede895c36bc25fb919061f06a264128ee9aae793e7f4b54f7fca -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt deleted file mode 100644 index 5b1b4221d9939d10d946f50ae6ddc917cffffe24..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2253ec0640058812c4320568694405db68458308945d1ae63b0ac87cb677d929 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt deleted file mode 100644 index a1a7157845562d9851b05bdf0c0d14b19b3bce86..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dc2e68478836aabcb5c4611ef3b2b0a5b3763071f9f6d061cf6c57160f8b7184 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_121550/config.json b/runs/smoketest/exp_c/run_20260408_121550/config.json deleted file mode 100644 index 6b955372e899662bc098602e00e30e4caf1d0b90..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/config.json +++ /dev/null @@ -1,68 +0,0 @@ -{ - "preprocess": null, - "model": { - "vocab_size": 50258, - "pad_token_id": 50257, - "bos_token_id": 50256, - "eos_token_id": 50256, - "d_model": 384, - "n_layers": 14, - "n_heads": 6, - "d_ff": 768, - "context_length": 1024, - "bias": false, - "dropout": 0.005, - "rope_theta": 10000.0, - "gradient_checkpointing": false - }, - "training": { - "device": "auto", - "train_bin": "data/SmokeTest/train.bin", - "val_bin": "data/SmokeTest/val.bin", - "num_workers": 4, - "pin_memory": true, - "batch_size": 32, - "gradient_accumulation_steps": 1, - "learning_rate": 0.001305, - "min_lr": 0.0001305, - "weight_decay": 0.063, - "beta1": 0.9, - "beta2": 0.9978, - "grad_clip": 1.786, - "warmup_steps": 4, - "max_steps": 12, - "lr_schedule": "wsd", - "lr_decay_ratio": 0.179, - "z_loss_coeff": 0.000275, - "save_every": 100, - "eval_every": 100, - "checkpoint_dir": "checkpoints", - "keep_last_checkpoints": 10, - "keep_best_checkpoints": 10, - "early_stopping_patience": 0, - "early_stopping_min_delta": 0.001, - "runs_dir": "runs/smoketest/exp_c", - "log_every": 1, - "hf_upload": { - "repo_id": "ParrotLabs/Preprocessed", - "repo_type": "dataset", - "path_in_repo": "", - "private": null - }, - "compile": true - }, - "tune": null, - "logging": { - "console_level": "INFO", - "file_level": "DEBUG", - "components": { - "data_preprocessing": "DEBUG", - "model_initialization": "INFO", - "training": "INFO" - }, - "profiler": null - }, - "eval": null, - "inference": null, - "chat": null -} \ No newline at end of file diff --git a/runs/smoketest/exp_c/run_20260408_121550/metrics.jsonl b/runs/smoketest/exp_c/run_20260408_121550/metrics.jsonl deleted file mode 100644 index 01f4aa4cf96b9b3be0e0096ba142d89ff9b01c69..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/metrics.jsonl +++ /dev/null @@ -1,26 +0,0 @@ -{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T12:15:50.802435+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 100, "eval_every": 100, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true} -{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T12:15:50.802528+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints", "keep_last": 10, "keep_best": 10} -{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T12:15:52.504195+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87} -{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T12:15:56.333692+00:00", "val_loss": 10.906056880950928, "val_ppl": 54505.499343765834} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.011074+00:00", "epoch": 0, "step": 1, "train_loss": 10.925907135009766, "perplexity": 55598.25723258657, "lr": 0.00032625, "grad_norm": 6.790669, "tokens_per_sec": 1328} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.358661+00:00", "epoch": 0, "step": 2, "train_loss": 10.627500534057617, "perplexity": 41253.883552460495, "lr": 0.0006525, "grad_norm": 17.098476, "tokens_per_sec": 94240} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:21.661981+00:00", "epoch": 0, "step": 3, "train_loss": 10.267926216125488, "perplexity": 28794.112441917918, "lr": 0.00097875, "grad_norm": 1.812592, "tokens_per_sec": 108026} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:24.210773+00:00", "step": 3, "epoch": 1, "val_loss": 9.914009094238281, "val_ppl": 20211.541755223578, "eval_train_loss": 10.267926216125488, "eval_train_ppl": 28794.112441917918} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:25.115092+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt", "val_loss": 9.914009094238281} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:26.661349+00:00", "epoch": 1, "step": 4, "train_loss": 9.929620742797852, "perplexity": 20529.55312393707, "lr": 0.001305, "grad_norm": 1.660996, "tokens_per_sec": 6554} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:26.966312+00:00", "epoch": 1, "step": 5, "train_loss": 9.469917297363281, "perplexity": 12963.815045251664, "lr": 0.001305, "grad_norm": 1.596051, "tokens_per_sec": 107454} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:27.270674+00:00", "epoch": 1, "step": 6, "train_loss": 9.081244468688965, "perplexity": 8788.896730949346, "lr": 0.001305, "grad_norm": 1.58809, "tokens_per_sec": 107658} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:29.843613+00:00", "step": 6, "epoch": 2, "val_loss": 8.722934246063232, "val_ppl": 6142.175326275997, "eval_train_loss": 9.081244468688965, "eval_train_ppl": 8788.896730949346} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:30.754211+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt", "val_loss": 8.722934246063232} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:31.645387+00:00", "epoch": 2, "step": 7, "train_loss": 8.700838088989258, "perplexity": 6007.945300685089, "lr": 0.001305, "grad_norm": 1.531264, "tokens_per_sec": 7490} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:31.948671+00:00", "epoch": 2, "step": 8, "train_loss": 8.399039268493652, "perplexity": 4442.796362239903, "lr": 0.001305, "grad_norm": 1.477197, "tokens_per_sec": 108037} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:32.251874+00:00", "epoch": 2, "step": 9, "train_loss": 8.159897804260254, "perplexity": 3497.829122262445, "lr": 0.001305, "grad_norm": 1.317899, "tokens_per_sec": 108074} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:34.809847+00:00", "step": 9, "epoch": 3, "val_loss": 7.9581074714660645, "val_ppl": 2858.657738560314, "eval_train_loss": 8.159897804260254, "eval_train_ppl": 3497.829122262445} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:35.835105+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt", "val_loss": 7.9581074714660645} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:36.810067+00:00", "epoch": 3, "step": 10, "train_loss": 7.925987720489502, "perplexity": 2768.2973095511697, "lr": 0.001305, "grad_norm": 1.134153, "tokens_per_sec": 7189} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:37.113550+00:00", "epoch": 3, "step": 11, "train_loss": 7.736440658569336, "perplexity": 2290.3058774545566, "lr": 0.00071775, "grad_norm": 0.919109, "tokens_per_sec": 107985} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:16:37.415788+00:00", "epoch": 3, "step": 12, "train_loss": 7.815825939178467, "perplexity": 2479.534051825406, "lr": 0.00013049999999999997, "grad_norm": 0.729313, "tokens_per_sec": 108400} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:16:39.966284+00:00", "step": 12, "epoch": 4, "val_loss": 7.7412261962890625, "val_ppl": 2301.2924900780213, "eval_train_loss": 7.815825939178467, "eval_train_ppl": 2479.534051825406} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:16:42.108939+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "val_loss": 7.7412261962890625} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:16:45.152272+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"} -{"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T12:16:45.152543+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.01, "best_val_loss": 7.7412261962890625, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_121550"} diff --git a/runs/smoketest/exp_c/run_20260408_121550/train.log b/runs/smoketest/exp_c/run_20260408_121550/train.log deleted file mode 100644 index d9fb67978b0b21eeda30712553d12ca386bff75f..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_121550/train.log +++ /dev/null @@ -1,227 +0,0 @@ -2026-04-08 12:15:50 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_121550/train.log -2026-04-08 12:15:50 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes -2026-04-08 12:15:50 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints | keep_last=10 | keep_best=10 -2026-04-08 12:15:51 - INFO - parrotllm.training - compiling model with torch.compile... -2026-04-08 12:15:52 - INFO - parrotllm.training - -============================================================ -MODEL ARCHITECTURE SUMMARY -============================================================ - -Configuration: - Vocab size: 50258 - Block size (context): 1024 - Layers: 14 - Heads: 6 - Embedding dim: 384 - FFN hidden dim: 768 - Dropout: 0.005 - Bias: False - -Parameters (unique, weight-tied layers counted once): - Total: 39,966,592 (39.97M) - Trainable: 39,966,592 (39.97M) - Non-trainable: 0 - Non-embedding: 39,966,592 (39.97M) - Position embeddings: 0 (RoPE: 0 learned params) - Size (MB): 159.87 - -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 [32, 1024] [32, 1024, 50258] -- True -├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True -├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- -- -├─ModuleList: 1-3 -- -- -- True -│ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True -├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True -├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True -============================================================================================================================================ -Total params: 59,265,664 -Trainable params: 59,265,664 -Non-trainable params: 0 -Total mult-adds (Units.GIGABYTES): 1.90 -============================================================================================================================================ -Input size (MB): 0.26 -Forward/backward pass size (MB): 34515.45 -Params size (MB): 237.06 -Estimated Total Size (MB): 34752.78 -============================================================================================================================================ -============================================================ -2026-04-08 12:15:52 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:15:56 - INFO - parrotllm.training - Initial val: loss=10.9061, ppl=54505.50 -2026-04-08 12:15:58 - INFO - parrotllm.training - -============================================================ -Starting training... - Steps per epoch (approx): 3 - Max steps: 12 -============================================================ -2026-04-08 12:15:58 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275 -2026-04-08 12:16:21 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9259 | lr 3.26e-04 | grad 6.7907 -2026-04-08 12:16:21 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6275 | lr 6.52e-04 | grad 17.0985 -2026-04-08 12:16:21 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2679 | lr 9.79e-04 | grad 1.8126 -2026-04-08 12:16:21 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:16:21 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:24 - INFO - parrotllm.training - Epoch 1 complete: -2026-04-08 12:16:24 - INFO - parrotllm.training - Train: loss=10.2679, ppl=28794.11 -2026-04-08 12:16:24 - INFO - parrotllm.training - Val: loss=9.9140, ppl=20211.54 -2026-04-08 12:16:24 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 12:16:25 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt -2026-04-08 12:16:26 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:26 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9296 | lr 1.30e-03 | grad 1.6610 -2026-04-08 12:16:26 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4699 | lr 1.30e-03 | grad 1.5961 -2026-04-08 12:16:27 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0812 | lr 1.30e-03 | grad 1.5881 -2026-04-08 12:16:27 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:16:27 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:29 - INFO - parrotllm.training - Epoch 2 complete: -2026-04-08 12:16:29 - INFO - parrotllm.training - Train: loss=9.0812, ppl=8788.90 -2026-04-08 12:16:29 - INFO - parrotllm.training - Val: loss=8.7229, ppl=6142.18 -2026-04-08 12:16:29 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 12:16:30 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt -2026-04-08 12:16:31 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:31 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7008 | lr 1.30e-03 | grad 1.5313 -2026-04-08 12:16:31 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.3990 | lr 1.30e-03 | grad 1.4772 -2026-04-08 12:16:32 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1599 | lr 1.30e-03 | grad 1.3179 -2026-04-08 12:16:32 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:16:32 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:34 - INFO - parrotllm.training - Epoch 3 complete: -2026-04-08 12:16:34 - INFO - parrotllm.training - Train: loss=8.1599, ppl=3497.83 -2026-04-08 12:16:34 - INFO - parrotllm.training - Val: loss=7.9581, ppl=2858.66 -2026-04-08 12:16:34 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 12:16:35 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt -2026-04-08 12:16:36 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:36 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9260 | lr 1.30e-03 | grad 1.1342 -2026-04-08 12:16:37 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7364 | lr 7.18e-04 | grad 0.9191 -2026-04-08 12:16:37 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.8158 | lr 1.30e-04 | grad 0.7293 -2026-04-08 12:16:37 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:16:37 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:39 - INFO - parrotllm.training - Epoch 4 complete: -2026-04-08 12:16:39 - INFO - parrotllm.training - Train: loss=7.8158, ppl=2479.53 -2026-04-08 12:16:39 - INFO - parrotllm.training - Val: loss=7.7412, ppl=2301.29 -2026-04-08 12:16:39 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 12:16:42 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt -2026-04-08 12:16:42 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:16:45 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_121550/checkpoints/last_epoch_0004_step_0000012.pt -2026-04-08 12:16:45 - INFO - parrotllm.training - -Loss Curve: - Loss - ^ - 10.93 |* - | * - | * - | * - | * - | * * - | * - 7.74 | * * * * - +--------------------------------------------------> step - 1 12 -2026-04-08 12:16:45 - INFO - parrotllm.training - -============================================================ -TRAINING COMPLETE -============================================================ - Epochs: 4 - Total steps: 12 - Total time: 0.01 hours - Best validation loss: 7.7412 - Run directory: runs/smoketest/exp_c/run_20260408_121550 -============================================================ -2026-04-08 12:16:45 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed diff --git a/runs/smoketest/exp_c/run_20260408_121550/training_plots.pdf b/runs/smoketest/exp_c/run_20260408_121550/training_plots.pdf deleted file mode 100644 index 47715129ff16bbea056f8c185730af6ee6744da4..0000000000000000000000000000000000000000 Binary files a/runs/smoketest/exp_c/run_20260408_121550/training_plots.pdf and /dev/null differ diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt deleted file mode 100644 index 55191fe4faad4313225d2ca9b77c6f3ef0252730..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7412_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f568016ffb692748170362d2401317c2c2fe52856dc74489b77b1526bb7e0654 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt deleted file mode 100644 index e88f8933ad081b4b2009ff336907d1b7ceb9a94b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p7519_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e30d653b0da83f790f7bb2376903d2d54c79db6bf9d99c646e8cd349356c0e64 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt deleted file mode 100644 index e2780b2de86dd768f8cf8ea615c17efb7027d757..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p8126_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f0fbee82afd30e63b96d8b58d03d5f474dd40f746041a68cd108d7cb11afeeca -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt deleted file mode 100644 index 4c2a2fb02fd318bf2a766a6c0ce40ced28906201..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_7p9581_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b476d1a9f7ce99944d73196d3789f8239012d6d4bf129f68e6040361f22a052f -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt deleted file mode 100644 index 16b3e3424b47cda2fd051af35a47283418d9aafc..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p1611_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:851618092664a87a705227c6ac42d38195f1d6159c1ed5b19ae6a4df82d008ae -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt deleted file mode 100644 index 103482b4e974c1c25c896839a606a33798d64ac1..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p4161_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:faa1df5bca947d02f7d01ffa8c4dc1201ce404bdb85b3e304147aafa7eb3ae55 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt deleted file mode 100644 index 927f8934497cd4ecf7a72b70b81466615c349f74..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8277b43cc21d26043bc9e322cbd06ca50a02249a0b79969e75cb39a2c2d3e75b -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt deleted file mode 100644 index df529eb75de740b0e871d96eb0485f91d39bcb8b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:10c221baf7383599afafc5df7d1178b37ede9ab880c13c0fd348323b7c290bf1 -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt deleted file mode 100644 index d713bf9227f6a8f0cda66bad0348534cfdc97229..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:110ea89f89997a7f5bdb984bd11db5e791f13f014abe943dcad16c3e3cd6f3cf -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt deleted file mode 100644 index a1066da63eccd49e23164f08a7d067a3cc28fe2d..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0affbe23717dcc5091d5c8d80bad979b0e9ca966eda690d068db6ab5de88e38b -size 479869116 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt deleted file mode 100644 index e7773bde6b6a8ff8978c29743651d8decf5eb4cb..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e9c71f60734d4d74e4b89d65be502d2f71a0fc559a6d662c86ec3e2fc1f5ea77 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt deleted file mode 100644 index 46b88c57eecbfcdeae0aa56aad61fbf47b3e76d0..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fef1197594fb5b74ea55c8e672a3f7a459c8f215231cf76070f8921107b8e4ea -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt deleted file mode 100644 index f50bc94936f6f9ac2d3ad2f90f8b85d9bbb72e42..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c4f086e53a9541208a2314c2be23d249f161671ff940ecfbef11071b592f0ff1 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt deleted file mode 100644 index 102d6e0bc2f496680b2b2dee8688b4f45b412b51..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:36c0c095dc07d7f725b57dbb506d6c1ca5785b96df883118c07ff8dc13632a80 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt deleted file mode 100644 index c259d8d6ff248f1fd6648949f14cc76541b9d550..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1b45e76626ddb746966eee759f9bff33d2735cc47fc50710911c4858ee80c14d -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt deleted file mode 100644 index ba632a3458162cba3b97c5c12b4423b9bcf8fac2..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2d21724f63db96f8c590b641966c9cfd8b68e2fc0be34068a4db8ec8caba84d7 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt deleted file mode 100644 index 1d3d07adcbe83c485d114744934014379875957c..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:75c69374893ecbc3ae4430805f434706bb03ff4a655bba6f953dfe7e3f2dbe48 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt deleted file mode 100644 index 5e8b3abb504b8c5b55c663371b094197d533487b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d71b420bfea5cf16e0f7f3d9939f79ad8d460b481209f60d13c6c811322222a6 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt deleted file mode 100644 index a98f0d2b9b37b0bfb63bb718d8faa33607e0bbd4..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:27a2ea39eac03c856544cf8af57e3364b1a4c41671b61e40e3ab1e53ccc8ff65 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt deleted file mode 100644 index e0063803ed015e1758c8d62d55a08952ecd0a4b7..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7dacb5f7214d0472fb73cf6fe2d986f9bd764fbdc07ee1d9f703d1dd3514a3a7 -size 479860104 diff --git a/runs/smoketest/exp_c/run_20260408_123009/config.json b/runs/smoketest/exp_c/run_20260408_123009/config.json deleted file mode 100644 index 72915bdfbd12abdb138f959a490a8602613e829b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/config.json +++ /dev/null @@ -1,68 +0,0 @@ -{ - "preprocess": null, - "model": { - "vocab_size": 50258, - "pad_token_id": 50257, - "bos_token_id": 50256, - "eos_token_id": 50256, - "d_model": 384, - "n_layers": 14, - "n_heads": 6, - "d_ff": 768, - "context_length": 1024, - "bias": false, - "dropout": 0.005, - "rope_theta": 10000.0, - "gradient_checkpointing": false - }, - "training": { - "device": "auto", - "train_bin": "data/SmokeTest/train.bin", - "val_bin": "data/SmokeTest/val.bin", - "num_workers": 4, - "pin_memory": true, - "batch_size": 32, - "gradient_accumulation_steps": 1, - "learning_rate": 0.001305, - "min_lr": 0.0001305, - "weight_decay": 0.063, - "beta1": 0.9, - "beta2": 0.9978, - "grad_clip": 1.786, - "warmup_steps": 4, - "max_steps": 12, - "lr_schedule": "wsd", - "lr_decay_ratio": 0.179, - "z_loss_coeff": 0.000275, - "save_every": 1, - "eval_every": 1, - "checkpoint_dir": "checkpoints", - "keep_last_checkpoints": 10, - "keep_best_checkpoints": 10, - "early_stopping_patience": 0, - "early_stopping_min_delta": 0.001, - "runs_dir": "runs/smoketest/exp_c", - "log_every": 1, - "hf_upload": { - "repo_id": "ParrotLabs/Preprocessed", - "repo_type": "dataset", - "path_in_repo": "", - "private": null - }, - "compile": true - }, - "tune": null, - "logging": { - "console_level": "INFO", - "file_level": "DEBUG", - "components": { - "data_preprocessing": "DEBUG", - "model_initialization": "INFO", - "training": "INFO" - }, - "profiler": null - }, - "eval": null, - "inference": null, - "chat": null -} \ No newline at end of file diff --git a/runs/smoketest/exp_c/run_20260408_123009/metrics.jsonl b/runs/smoketest/exp_c/run_20260408_123009/metrics.jsonl deleted file mode 100644 index 81a6a1b4f0c715b8612918b440caf81b45e1dd94..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/metrics.jsonl +++ /dev/null @@ -1,54 +0,0 @@ -{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T12:30:10.913384+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 1, "eval_every": 1, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true} -{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T12:30:10.913482+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints", "keep_last": 10, "keep_best": 10} -{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T12:30:12.776943+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87} -{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T12:30:18.458203+00:00", "val_loss": 10.906056880950928, "val_ppl": 54505.499343765834} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:42.755606+00:00", "epoch": 0, "step": 1, "train_loss": 10.925907135009766, "perplexity": 55598.25723258657, "lr": 0.00032625, "grad_norm": 6.790668, "tokens_per_sec": 1349} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:30:45.341557+00:00", "step": 1, "epoch": 0, "val_loss": 10.611900329589844, "val_ppl": 40615.30843573717, "eval_train_loss": 10.925907135009766, "eval_train_ppl": 55598.25723258657} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:30:46.307188+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p6119_epoch_0000_step_0000001.pt", "val_loss": 10.611900329589844} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:30:48.327251+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000001.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:49.249051+00:00", "epoch": 0, "step": 2, "train_loss": 10.627476692199707, "perplexity": 41252.89999495556, "lr": 0.0006525, "grad_norm": 17.0984, "tokens_per_sec": 5046} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:30:51.931464+00:00", "step": 2, "epoch": 0, "val_loss": 10.251635074615479, "val_ppl": 28328.823813553405, "eval_train_loss": 10.627476692199707, "eval_train_ppl": 41252.89999495556} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:30:54.037388+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_10p2516_epoch_0000_step_0000002.pt", "val_loss": 10.251635074615479} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:30:56.865623+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0000_step_0000002.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:30:57.802733+00:00", "epoch": 0, "step": 3, "train_loss": 10.267916679382324, "perplexity": 28793.83784117232, "lr": 0.00097875, "grad_norm": 1.812581, "tokens_per_sec": 3831} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:00.397371+00:00", "step": 3, "epoch": 1, "val_loss": 9.914000988006592, "val_ppl": 20211.377916447367, "eval_train_loss": 10.267916679382324, "eval_train_ppl": 28793.83784117232} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:01.733194+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p9140_epoch_0001_step_0000003.pt", "val_loss": 9.914000988006592} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:03.398565+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000003.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:04.599429+00:00", "epoch": 1, "step": 4, "train_loss": 9.929606437683105, "perplexity": 20529.25944842448, "lr": 0.001305, "grad_norm": 1.660991, "tokens_per_sec": 4821} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:07.185944+00:00", "step": 4, "epoch": 1, "val_loss": 9.486196041107178, "val_ppl": 13176.576716255193, "eval_train_loss": 9.929606437683105, "eval_train_ppl": 20529.25944842448} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:09.579004+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p4862_epoch_0001_step_0000004.pt", "val_loss": 9.486196041107178} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T12:31:12.298065+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/last_epoch_0001_step_0000004.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T12:31:13.212590+00:00", "epoch": 1, "step": 5, "train_loss": 9.469903945922852, "perplexity": 12963.641960802812, "lr": 0.001305, "grad_norm": 1.596052, "tokens_per_sec": 3804} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:15.801609+00:00", "step": 5, "epoch": 1, "val_loss": 9.085536479949951, "val_ppl": 8826.699842348093, "eval_train_loss": 9.469903945922852, "eval_train_ppl": 12963.641960802812} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:17.356580+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_9p0855_epoch_0001_step_0000005.pt", "val_loss": 9.085536479949951} -{"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"} -{"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} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T12:31:23.929056+00:00", "step": 6, "epoch": 2, "val_loss": 8.722933292388916, "val_ppl": 6142.169468643934, "eval_train_loss": 9.081242561340332, "eval_train_ppl": 8788.879967475168} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T12:31:26.569000+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_123009/checkpoints/best_loss_8p7229_epoch_0002_step_0000006.pt", "val_loss": 8.722933292388916} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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"} -{"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"} diff --git a/runs/smoketest/exp_c/run_20260408_123009/train.log b/runs/smoketest/exp_c/run_20260408_123009/train.log deleted file mode 100644 index 56ad2f6ed3fd5a36e83ba2add38452e1901e9906..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_123009/train.log +++ /dev/null @@ -1,295 +0,0 @@ -2026-04-08 12:30:10 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_123009/train.log -2026-04-08 12:30:10 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes -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 -2026-04-08 12:30:11 - INFO - parrotllm.training - compiling model with torch.compile... -2026-04-08 12:30:12 - INFO - parrotllm.training - -============================================================ -MODEL ARCHITECTURE SUMMARY -============================================================ - -Configuration: - Vocab size: 50258 - Block size (context): 1024 - Layers: 14 - Heads: 6 - Embedding dim: 384 - FFN hidden dim: 768 - Dropout: 0.005 - Bias: False - -Parameters (unique, weight-tied layers counted once): - Total: 39,966,592 (39.97M) - Trainable: 39,966,592 (39.97M) - Non-trainable: 0 - Non-embedding: 39,966,592 (39.97M) - Position embeddings: 0 (RoPE: 0 learned params) - Size (MB): 159.87 - -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 [32, 1024] [32, 1024, 50258] -- True -├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True -├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- -- -├─ModuleList: 1-3 -- -- -- True -│ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True -├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True -├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True -============================================================================================================================================ -Total params: 59,265,664 -Trainable params: 59,265,664 -Non-trainable params: 0 -Total mult-adds (Units.GIGABYTES): 1.90 -============================================================================================================================================ -Input size (MB): 0.26 -Forward/backward pass size (MB): 34515.45 -Params size (MB): 237.06 -Estimated Total Size (MB): 34752.78 -============================================================================================================================================ -============================================================ -2026-04-08 12:30:12 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:30:18 - INFO - parrotllm.training - Initial val: loss=10.9061, ppl=54505.50 -2026-04-08 12:30:20 - INFO - parrotllm.training - -============================================================ -Starting training... - Steps per epoch (approx): 3 - Max steps: 12 -============================================================ -2026-04-08 12:30:20 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275 -2026-04-08 12:30:42 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9259 | lr 3.26e-04 | grad 6.7907 -2026-04-08 12:30:42 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:30:42 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:30:45 - INFO - parrotllm.training - Train: loss=10.9259, ppl=55598.26 -2026-04-08 12:30:45 - INFO - parrotllm.training - Val: loss=10.6119, ppl=40615.31 -2026-04-08 12:30:45 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:30:47 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:30:49 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6275 | lr 6.52e-04 | grad 17.0984 -2026-04-08 12:30:49 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:30:49 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:30:51 - INFO - parrotllm.training - Train: loss=10.6275, ppl=41252.90 -2026-04-08 12:30:51 - INFO - parrotllm.training - Val: loss=10.2516, ppl=28328.82 -2026-04-08 12:30:51 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:30:54 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:30:57 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2679 | lr 9.79e-04 | grad 1.8126 -2026-04-08 12:30:57 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:30:57 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:00 - INFO - parrotllm.training - Epoch 1 complete: -2026-04-08 12:31:00 - INFO - parrotllm.training - Train: loss=10.2679, ppl=28793.84 -2026-04-08 12:31:00 - INFO - parrotllm.training - Val: loss=9.9140, ppl=20211.38 -2026-04-08 12:31:00 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:02 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:04 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9296 | lr 1.30e-03 | grad 1.6610 -2026-04-08 12:31:04 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:04 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:07 - INFO - parrotllm.training - Train: loss=9.9296, ppl=20529.26 -2026-04-08 12:31:07 - INFO - parrotllm.training - Val: loss=9.4862, ppl=13176.58 -2026-04-08 12:31:07 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:10 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:13 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4699 | lr 1.30e-03 | grad 1.5961 -2026-04-08 12:31:13 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:13 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:15 - INFO - parrotllm.training - Train: loss=9.4699, ppl=12963.64 -2026-04-08 12:31:15 - INFO - parrotllm.training - Val: loss=9.0855, ppl=8826.70 -2026-04-08 12:31:15 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:18 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:21 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0812 | lr 1.30e-03 | grad 1.5881 -2026-04-08 12:31:21 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:21 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:23 - INFO - parrotllm.training - Epoch 2 complete: -2026-04-08 12:31:23 - INFO - parrotllm.training - Train: loss=9.0812, ppl=8788.88 -2026-04-08 12:31:23 - INFO - parrotllm.training - Val: loss=8.7229, ppl=6142.17 -2026-04-08 12:31:23 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:27 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:30 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7008 | lr 1.30e-03 | grad 1.5313 -2026-04-08 12:31:30 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:30 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:32 - INFO - parrotllm.training - Train: loss=8.7008, ppl=6007.92 -2026-04-08 12:31:32 - INFO - parrotllm.training - Val: loss=8.4161, ppl=4519.37 -2026-04-08 12:31:32 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:34 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:36 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.3990 | lr 1.30e-03 | grad 1.4772 -2026-04-08 12:31:36 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:36 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:39 - INFO - parrotllm.training - Train: loss=8.3990, ppl=4442.83 -2026-04-08 12:31:39 - INFO - parrotllm.training - Val: loss=8.1611, ppl=3502.11 -2026-04-08 12:31:39 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:41 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:44 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1599 | lr 1.30e-03 | grad 1.3179 -2026-04-08 12:31:44 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:44 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:46 - INFO - parrotllm.training - Epoch 3 complete: -2026-04-08 12:31:46 - INFO - parrotllm.training - Train: loss=8.1599, ppl=3497.85 -2026-04-08 12:31:46 - INFO - parrotllm.training - Val: loss=7.9581, ppl=2858.71 -2026-04-08 12:31:46 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:49 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:31:52 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9260 | lr 1.30e-03 | grad 1.1342 -2026-04-08 12:31:52 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:31:52 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:31:55 - INFO - parrotllm.training - Train: loss=7.9260, ppl=2768.30 -2026-04-08 12:31:55 - INFO - parrotllm.training - Val: loss=7.8126, ppl=2471.64 -2026-04-08 12:31:55 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:31:58 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:32:02 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7364 | lr 7.18e-04 | grad 0.9192 -2026-04-08 12:32:02 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:32:02 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:32:04 - INFO - parrotllm.training - Train: loss=7.7364, ppl=2290.32 -2026-04-08 12:32:04 - INFO - parrotllm.training - Val: loss=7.7519, ppl=2326.02 -2026-04-08 12:32:04 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:32:06 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 12:32:09 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.8158 | lr 1.30e-04 | grad 0.7293 -2026-04-08 12:32:10 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 12:32:10 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 12:32:12 - INFO - parrotllm.training - Epoch 4 complete: -2026-04-08 12:32:12 - INFO - parrotllm.training - Train: loss=7.8158, ppl=2479.57 -2026-04-08 12:32:12 - INFO - parrotllm.training - Val: loss=7.7412, ppl=2301.33 -2026-04-08 12:32:12 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 12:32:14 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -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 -2026-04-08 12:32:18 - INFO - parrotllm.training - -Loss Curve: - Loss - ^ - 10.93 |* - | * - | * - | * - | * - | * * - | * - 7.74 | * * * * - +--------------------------------------------------> step - 1 12 -2026-04-08 12:32:18 - INFO - parrotllm.training - -============================================================ -TRAINING COMPLETE -============================================================ - Epochs: 4 - Total steps: 12 - Total time: 0.03 hours - Best validation loss: 7.7412 - Run directory: runs/smoketest/exp_c/run_20260408_123009 -============================================================ -2026-04-08 12:32:18 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed diff --git a/runs/smoketest/exp_c/run_20260408_123009/training_plots.pdf b/runs/smoketest/exp_c/run_20260408_123009/training_plots.pdf deleted file mode 100644 index d6a55f09de5e71f8bcfcd5783e72076e98d1f1a2..0000000000000000000000000000000000000000 Binary files a/runs/smoketest/exp_c/run_20260408_123009/training_plots.pdf and /dev/null differ diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt deleted file mode 100644 index 2ca54f9543c676ef05c1586dcd9a93dad680db59..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d1fd07f831d30d822183635ebccfd2b0274b013794dcaac95313a5e9cb32e761 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt deleted file mode 100644 index 6c079441673a4d03c025d589036947b7e302f97d..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b3cedd9a05dd38be077fef8a7121241ef34a29f63e9ba4f2eaee988150b4c05d -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt deleted file mode 100644 index 56e896a7d46578b028eaa5443f295df51b9bd3a5..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4bc89010af7ad27c73a9e03decab1aa05bdcb7ad227808e696854f37fd10825c -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt deleted file mode 100644 index 78d8b8b9b74bbf8d5bf98a389539ea41f6f3d675..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:61f9905e6b722773dc834c0dafdc82813e3a32ea57a270613d8cb08e1c7fbe46 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt deleted file mode 100644 index 58c7d346acb529147b9255b7f02853df7b50d823..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc458a3aed67a58b450d85b1234a3ec53f3e3cc38bf250cfc6f08df87b32e95c -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt deleted file mode 100644 index d01d925c08c89d11ac7576c0fea8ac41f124e585..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5545a1875a8c6581cd846374c9e148ca1ff1596a65e6bcabafbc8efe6b6b70cb -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt deleted file mode 100644 index 034c379e26ae8a6170fe1c1b011187f9b643bec5..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:396e7f890693ff4c9e66c5a032b7f64f7b9726e2444f8905fba4dcd271a73ae1 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt deleted file mode 100644 index 43f85cf7363604bd834cadb5700521d167fc4c01..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:521c483b0b3d397bb36de36dc67ea70e889a21e03acb7556511d72a73c630a8e -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt deleted file mode 100644 index 7c061b21e1a10e821f5d3c7b77c380792023bcbc..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:901f7c489858f42284eb3901fedc5d709dfe2b5294beeaf360d0c5c5df1dfde2 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt deleted file mode 100644 index 7efc91fc6bfe8f5b6739a352e25c732dc086cfa3..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:04cd233af6ddea22f6761b3b496d97e9d3152f4e52bd9c3df29531442f441bac -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt deleted file mode 100644 index 50ba50da1587fbee81610d600f003f398bc56674..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5f491db31011ef9897109678c69da97f8eee3294c21b2a4c52ac577402e41842 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt deleted file mode 100644 index 082ebb42d204d1400c51b73e56866c83d020a327..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:931e2b4f715ce6d6bdec3c0b5bc392aefac7157bf9f97e1ae9b0dbb32a609ab2 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt deleted file mode 100644 index dabf8b8948023db21a5b3f0e875fd5412e542a6e..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:10459c8feacc86abc3820d50a906ec37266fb2f997651fd9f80e5332b95df9dd -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt deleted file mode 100644 index 04cf8bab837e4dad35581f6eb1ea2297254a8eb3..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f25e2f0e4bc78191bcc51a49aa69328f49d9d583cf7912fc5590199fb9ba123b -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt deleted file mode 100644 index e9aa71008155483ad638cf569c31b01f31fe5bff..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0e5f9f52b072b46c6dfd87ef63a7be12ae88b5b5ded5bcfae4c1fd03c05847ea -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt deleted file mode 100644 index 6d8904008215392c200cd6ac6f3605b5f5e736ec..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:45b8a2f9756b7c1dad12a591a6edf917adacb9adc51664629df6c3ffce4ee03f -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt deleted file mode 100644 index d1040fcb91d243f6a7e8ba12e9efa826426abc00..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:49c66aaf2a8758cc0401d66b4f50495422f2dd9683c601dc7111df975467a3b2 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000010.pt deleted file mode 100644 index c4ca2c9284be6f538e0af8416190174af833243b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c305b0a5291901cf5b5abd7e37325a44af0fb60819d8b4d0028dfa59e070c49a -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000011.pt deleted file mode 100644 index c49a18edf2c74599b12d10e3021c1620b307dbb7..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:54c096fc1c02c4b282e20b65eb80fb69fad150a06f5a1e1293e69f47d22ec88e -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt deleted file mode 100644 index 4485cc2ec1b0dd356502e7abc6300b8b3c935b4c..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9a38f2944e656acbbbbf4e9929ea20b5a943067f89b617badee03a5e3327bc99 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_135126/config.json b/runs/smoketest/exp_c/run_20260408_135126/config.json deleted file mode 100644 index f5956a145b447c2fbb2c053b57fffe507a07a36e..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/config.json +++ /dev/null @@ -1,70 +0,0 @@ -{ - "preprocess": null, - "model": { - "vocab_size": 50258, - "pad_token_id": 50257, - "bos_token_id": 50256, - "eos_token_id": 50256, - "d_model": 384, - "n_layers": 14, - "n_heads": 6, - "d_ff": 768, - "context_length": 1024, - "bias": false, - "dropout": 0.005, - "rope_theta": 10000.0, - "gradient_checkpointing": false - }, - "training": { - "device": "auto", - "train_bin": "data/SmokeTest/train.bin", - "val_bin": "data/SmokeTest/val.bin", - "num_workers": 4, - "pin_memory": true, - "batch_size": 32, - "gradient_accumulation_steps": 1, - "train_samples_per_epoch": null, - "val_sequence_stride": null, - "learning_rate": 0.001305, - "min_lr": 0.0001305, - "weight_decay": 0.063, - "beta1": 0.9, - "beta2": 0.9978, - "grad_clip": 1.786, - "warmup_steps": 4, - "max_steps": 12, - "lr_schedule": "wsd", - "lr_decay_ratio": 0.179, - "z_loss_coeff": 0.000275, - "save_every": 1, - "eval_every": 1, - "checkpoint_dir": "checkpoints", - "keep_last_checkpoints": 10, - "keep_best_checkpoints": 10, - "early_stopping_patience": 0, - "early_stopping_min_delta": 0.001, - "runs_dir": "runs/smoketest/exp_c", - "log_every": 1, - "hf_upload": { - "repo_id": "ParrotLabs/Preprocessed", - "repo_type": "dataset", - "path_in_repo": "", - "private": null - }, - "compile": true - }, - "tune": null, - "logging": { - "console_level": "INFO", - "file_level": "DEBUG", - "components": { - "data_preprocessing": "DEBUG", - "model_initialization": "INFO", - "training": "INFO" - }, - "profiler": null - }, - "eval": null, - "inference": null, - "chat": null -} \ No newline at end of file diff --git a/runs/smoketest/exp_c/run_20260408_135126/metrics.jsonl b/runs/smoketest/exp_c/run_20260408_135126/metrics.jsonl deleted file mode 100644 index 88f1dc040445fec0bceabe703dde2e635f1b41d8..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/metrics.jsonl +++ /dev/null @@ -1,54 +0,0 @@ -{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T13:51:27.157589+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "train_samples_per_epoch": null, "val_sequence_stride": null, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 1, "eval_every": 1, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true} -{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T13:51:27.157675+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints", "keep_last": 10, "keep_best": 10} -{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T13:51:28.981286+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87} -{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T13:51:34.747315+00:00", "val_loss": 10.906839370727539, "val_ppl": 54548.16603071756} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:51:58.612750+00:00", "epoch": 0, "step": 1, "train_loss": 10.931233406066895, "perplexity": 55895.17866096571, "lr": 0.00032625, "grad_norm": 6.673876, "tokens_per_sec": 1373} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:01.225851+00:00", "step": 1, "epoch": 0, "val_loss": 10.584296703338623, "val_ppl": 39509.51086658796, "eval_train_loss": 10.931233406066895, "eval_train_ppl": 55895.17866096571} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:02.210789+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_10p5843_epoch_0000_step_0000001.pt", "val_loss": 10.584296703338623} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:04.413321+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0000_step_0000001.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:05.316901+00:00", "epoch": 0, "step": 2, "train_loss": 10.6100492477417, "perplexity": 40540.19571687804, "lr": 0.0006525, "grad_norm": 15.277437, "tokens_per_sec": 4888} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:07.913631+00:00", "step": 2, "epoch": 0, "val_loss": 10.239965915679932, "val_ppl": 28000.17154315802, "eval_train_loss": 10.6100492477417, "eval_train_ppl": 40540.19571687804} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:10.459586+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_10p2400_epoch_0000_step_0000002.pt", "val_loss": 10.239965915679932} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:13.009873+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0000_step_0000002.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:13.951572+00:00", "epoch": 0, "step": 3, "train_loss": 10.26486587524414, "perplexity": 28706.12734333692, "lr": 0.00097875, "grad_norm": 1.781714, "tokens_per_sec": 3805} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:16.553201+00:00", "step": 3, "epoch": 1, "val_loss": 9.905978202819824, "val_ppl": 20049.875090595524, "eval_train_loss": 10.26486587524414, "eval_train_ppl": 28706.12734333692} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:17.855075+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt", "val_loss": 9.905978202819824} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:19.598854+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:20.787965+00:00", "epoch": 1, "step": 4, "train_loss": 9.911581039428711, "perplexity": 20162.526553934145, "lr": 0.001305, "grad_norm": 1.649637, "tokens_per_sec": 4778} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:23.352056+00:00", "step": 4, "epoch": 1, "val_loss": 9.478840827941895, "val_ppl": 13080.015734343084, "eval_train_loss": 9.911581039428711, "eval_train_ppl": 20162.526553934145} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:25.969581+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt", "val_loss": 9.478840827941895} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:28.855939+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:29.787595+00:00", "epoch": 1, "step": 5, "train_loss": 9.487369537353516, "perplexity": 13192.048455809945, "lr": 0.001305, "grad_norm": 1.59308, "tokens_per_sec": 3641} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:32.387285+00:00", "step": 5, "epoch": 1, "val_loss": 9.075779438018799, "val_ppl": 8740.996149051123, "eval_train_loss": 9.487369537353516, "eval_train_ppl": 13192.048455809945} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:33.922187+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt", "val_loss": 9.075779438018799} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:36.834695+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:37.810246+00:00", "epoch": 1, "step": 6, "train_loss": 9.075180053710938, "perplexity": 8735.758502962552, "lr": 0.001305, "grad_norm": 1.57253, "tokens_per_sec": 4084} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:40.403789+00:00", "step": 6, "epoch": 2, "val_loss": 8.713451385498047, "val_ppl": 6084.2052296725615, "eval_train_loss": 9.075180053710938, "eval_train_ppl": 8735.758502962552} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:43.002912+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt", "val_loss": 8.713451385498047} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:46.265905+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:47.211385+00:00", "epoch": 2, "step": 7, "train_loss": 8.709702491760254, "perplexity": 6061.438891742002, "lr": 0.001305, "grad_norm": 1.517315, "tokens_per_sec": 3486} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:49.823718+00:00", "step": 7, "epoch": 2, "val_loss": 8.410696983337402, "val_ppl": 4494.892285051032, "eval_train_loss": 8.709702491760254, "eval_train_ppl": 6061.438891742002} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:51.149996+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt", "val_loss": 8.410696983337402} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:52:52.782409+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:52:53.672340+00:00", "epoch": 2, "step": 8, "train_loss": 8.431455612182617, "perplexity": 4589.17529299602, "lr": 0.001305, "grad_norm": 1.458246, "tokens_per_sec": 5072} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:52:56.265052+00:00", "step": 8, "epoch": 2, "val_loss": 8.159146785736084, "val_ppl": 3495.2031739885692, "eval_train_loss": 8.431455612182617, "eval_train_ppl": 4589.17529299602} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:52:58.622110+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt", "val_loss": 8.159146785736084} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:01.622114+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:53:02.521759+00:00", "epoch": 2, "step": 9, "train_loss": 8.140697479248047, "perplexity": 3431.31030128376, "lr": 0.001305, "grad_norm": 1.334799, "tokens_per_sec": 3703} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:53:05.114807+00:00", "step": 9, "epoch": 3, "val_loss": 7.958655834197998, "val_ppl": 2860.225749807668, "eval_train_loss": 8.140697479248047, "eval_train_ppl": 3431.31030128376} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:53:06.712384+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt", "val_loss": 7.958655834197998} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:10.160461+00:00", "step": 9, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:53:11.429770+00:00", "epoch": 3, "step": 10, "train_loss": 7.9377264976501465, "perplexity": 2800.9852174535044, "lr": 0.001305, "grad_norm": 1.148983, "tokens_per_sec": 3678} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:53:14.678601+00:00", "step": 10, "epoch": 3, "val_loss": 7.811683893203735, "val_ppl": 2469.28494856854, "eval_train_loss": 7.9377264976501465, "eval_train_ppl": 2800.9852174535044} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:53:16.458566+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt", "val_loss": 7.811683893203735} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:19.457258+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000010.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:53:20.339018+00:00", "epoch": 3, "step": 11, "train_loss": 7.7149338722229, "perplexity": 2241.5746625317774, "lr": 0.00071775, "grad_norm": 0.894213, "tokens_per_sec": 3678} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:53:22.954115+00:00", "step": 11, "epoch": 3, "val_loss": 7.7522807121276855, "val_ppl": 2326.8732955663254, "eval_train_loss": 7.7149338722229, "eval_train_ppl": 2241.5746625317774} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:53:24.337636+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt", "val_loss": 7.7522807121276855} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:25.999610+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000011.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T13:53:26.877858+00:00", "epoch": 3, "step": 12, "train_loss": 7.639630317687988, "perplexity": 2078.975114165463, "lr": 0.00013049999999999997, "grad_norm": 0.755258, "tokens_per_sec": 5011} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T13:53:29.473263+00:00", "step": 12, "epoch": 4, "val_loss": 7.741426229476929, "val_ppl": 2301.7528709952203, "eval_train_loss": 7.639630317687988, "eval_train_ppl": 2078.975114165463} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T13:53:32.002917+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt", "val_loss": 7.741426229476929} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:35.430576+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T13:53:37.772983+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt", "category": "last"} -{"stage": "pretraining", "type": "training_complete", "timestamp": "2026-04-08T13:53:37.773276+00:00", "epochs": 4, "total_steps": 12, "total_time_hours": 0.03, "best_val_loss": 7.741426229476929, "best_checkpoint_path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints", "stopped_early": false, "stop_reason": null, "run_dir": "runs/smoketest/exp_c/run_20260408_135126"} diff --git a/runs/smoketest/exp_c/run_20260408_135126/train.log b/runs/smoketest/exp_c/run_20260408_135126/train.log deleted file mode 100644 index 8edbe5f34499ba7fe3611933dcdd74119031723a..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_135126/train.log +++ /dev/null @@ -1,297 +0,0 @@ -2026-04-08 13:51:27 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_135126/train.log -2026-04-08 13:51:27 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes -2026-04-08 13:51:27 - INFO - parrotllm.training - checkpoint directory=/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints | keep_last=10 | keep_best=10 -2026-04-08 13:51:27 - INFO - parrotllm.training - train windows=random-overlapping | tokens=947045 | valid_starts=946021 | sampled_windows_per_epoch=923 -2026-04-08 13:51:27 - INFO - parrotllm.training - val windows=sequential | tokens=49601 | stride=1024 | windows=48 -2026-04-08 13:51:27 - INFO - parrotllm.training - compiling model with torch.compile... -2026-04-08 13:51:28 - INFO - parrotllm.training - -============================================================ -MODEL ARCHITECTURE SUMMARY -============================================================ - -Configuration: - Vocab size: 50258 - Block size (context): 1024 - Layers: 14 - Heads: 6 - Embedding dim: 384 - FFN hidden dim: 768 - Dropout: 0.005 - Bias: False - -Parameters (unique, weight-tied layers counted once): - Total: 39,966,592 (39.97M) - Trainable: 39,966,592 (39.97M) - Non-trainable: 0 - Non-embedding: 39,966,592 (39.97M) - Position embeddings: 0 (RoPE: 0 learned params) - Size (MB): 159.87 - -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 [32, 1024] [32, 1024, 50258] -- True -├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True -├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- -- -├─ModuleList: 1-3 -- -- -- True -│ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True -├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True -├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True -============================================================================================================================================ -Total params: 59,265,664 -Trainable params: 59,265,664 -Non-trainable params: 0 -Total mult-adds (Units.GIGABYTES): 1.90 -============================================================================================================================================ -Input size (MB): 0.26 -Forward/backward pass size (MB): 34515.45 -Params size (MB): 237.06 -Estimated Total Size (MB): 34752.78 -============================================================================================================================================ -============================================================ -2026-04-08 13:51:28 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:51:34 - INFO - parrotllm.training - Initial val: loss=10.9068, ppl=54548.17 -2026-04-08 13:51:37 - INFO - parrotllm.training - -============================================================ -Starting training... - Steps per epoch (approx): 3 - Max steps: 12 -============================================================ -2026-04-08 13:51:37 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275 -2026-04-08 13:51:58 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9312 | lr 3.26e-04 | grad 6.6739 -2026-04-08 13:51:58 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:51:58 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:01 - INFO - parrotllm.training - Train: loss=10.9312, ppl=55895.18 -2026-04-08 13:52:01 - INFO - parrotllm.training - Val: loss=10.5843, ppl=39509.51 -2026-04-08 13:52:01 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:02 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_10p5843_epoch_0000_step_0000001.pt -2026-04-08 13:52:03 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:04 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0000_step_0000001.pt -2026-04-08 13:52:05 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6100 | lr 6.52e-04 | grad 15.2774 -2026-04-08 13:52:05 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:05 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:07 - INFO - parrotllm.training - Train: loss=10.6100, ppl=40540.20 -2026-04-08 13:52:07 - INFO - parrotllm.training - Val: loss=10.2400, ppl=28000.17 -2026-04-08 13:52:07 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:10 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_10p2400_epoch_0000_step_0000002.pt -2026-04-08 13:52:11 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:13 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0000_step_0000002.pt -2026-04-08 13:52:13 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2649 | lr 9.79e-04 | grad 1.7817 -2026-04-08 13:52:13 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:13 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:16 - INFO - parrotllm.training - Epoch 1 complete: -2026-04-08 13:52:16 - INFO - parrotllm.training - Train: loss=10.2649, ppl=28706.13 -2026-04-08 13:52:16 - INFO - parrotllm.training - Val: loss=9.9060, ppl=20049.88 -2026-04-08 13:52:16 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:17 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt -2026-04-08 13:52:18 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:19 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000003.pt -2026-04-08 13:52:20 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9116 | lr 1.30e-03 | grad 1.6496 -2026-04-08 13:52:20 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:20 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:23 - INFO - parrotllm.training - Train: loss=9.9116, ppl=20162.53 -2026-04-08 13:52:23 - INFO - parrotllm.training - Val: loss=9.4788, ppl=13080.02 -2026-04-08 13:52:23 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:25 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt -2026-04-08 13:52:26 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:28 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000004.pt -2026-04-08 13:52:29 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4874 | lr 1.30e-03 | grad 1.5931 -2026-04-08 13:52:29 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:29 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:32 - INFO - parrotllm.training - Train: loss=9.4874, ppl=13192.05 -2026-04-08 13:52:32 - INFO - parrotllm.training - Val: loss=9.0758, ppl=8741.00 -2026-04-08 13:52:32 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:33 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt -2026-04-08 13:52:34 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:36 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0001_step_0000005.pt -2026-04-08 13:52:37 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0752 | lr 1.30e-03 | grad 1.5725 -2026-04-08 13:52:37 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:37 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:40 - INFO - parrotllm.training - Epoch 2 complete: -2026-04-08 13:52:40 - INFO - parrotllm.training - Train: loss=9.0752, ppl=8735.76 -2026-04-08 13:52:40 - INFO - parrotllm.training - Val: loss=8.7135, ppl=6084.21 -2026-04-08 13:52:40 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:43 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p7135_epoch_0002_step_0000006.pt -2026-04-08 13:52:43 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:46 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000006.pt -2026-04-08 13:52:47 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7097 | lr 1.30e-03 | grad 1.5173 -2026-04-08 13:52:47 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:47 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:49 - INFO - parrotllm.training - Train: loss=8.7097, ppl=6061.44 -2026-04-08 13:52:49 - INFO - parrotllm.training - Val: loss=8.4107, ppl=4494.89 -2026-04-08 13:52:49 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:51 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt -2026-04-08 13:52:51 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:52 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000007.pt -2026-04-08 13:52:53 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.4315 | lr 1.30e-03 | grad 1.4582 -2026-04-08 13:52:53 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:52:53 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:52:56 - INFO - parrotllm.training - Train: loss=8.4315, ppl=4589.18 -2026-04-08 13:52:56 - INFO - parrotllm.training - Val: loss=8.1591, ppl=3495.20 -2026-04-08 13:52:56 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:52:58 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt -2026-04-08 13:52:59 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:01 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0002_step_0000008.pt -2026-04-08 13:53:02 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1407 | lr 1.30e-03 | grad 1.3348 -2026-04-08 13:53:02 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:53:02 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:05 - INFO - parrotllm.training - Epoch 3 complete: -2026-04-08 13:53:05 - INFO - parrotllm.training - Train: loss=8.1407, ppl=3431.31 -2026-04-08 13:53:05 - INFO - parrotllm.training - Val: loss=7.9587, ppl=2860.23 -2026-04-08 13:53:05 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:53:06 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt -2026-04-08 13:53:07 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:10 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000009.pt -2026-04-08 13:53:11 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9377 | lr 1.30e-03 | grad 1.1490 -2026-04-08 13:53:11 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:53:11 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:14 - INFO - parrotllm.training - Train: loss=7.9377, ppl=2800.99 -2026-04-08 13:53:14 - INFO - parrotllm.training - Val: loss=7.8117, ppl=2469.28 -2026-04-08 13:53:14 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:53:16 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt -2026-04-08 13:53:17 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:19 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000010.pt -2026-04-08 13:53:20 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7149 | lr 7.18e-04 | grad 0.8942 -2026-04-08 13:53:20 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:53:20 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:22 - INFO - parrotllm.training - Train: loss=7.7149, ppl=2241.57 -2026-04-08 13:53:22 - INFO - parrotllm.training - Val: loss=7.7523, ppl=2326.87 -2026-04-08 13:53:22 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:53:24 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7523_epoch_0003_step_0000011.pt -2026-04-08 13:53:24 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:25 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0003_step_0000011.pt -2026-04-08 13:53:26 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.6396 | lr 1.30e-04 | grad 0.7553 -2026-04-08 13:53:26 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 13:53:26 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:29 - INFO - parrotllm.training - Epoch 4 complete: -2026-04-08 13:53:29 - INFO - parrotllm.training - Train: loss=7.6396, ppl=2078.98 -2026-04-08 13:53:29 - INFO - parrotllm.training - Val: loss=7.7414, ppl=2301.75 -2026-04-08 13:53:29 - INFO - parrotllm.training - ** New best validation loss! ** -2026-04-08 13:53:32 - INFO - parrotllm.training - Saved best checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/best_loss_7p7414_epoch_0004_step_0000012.pt -2026-04-08 13:53:32 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 13:53:35 - INFO - parrotllm.training - Saved checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt -2026-04-08 13:53:37 - INFO - parrotllm.training - Saved final checkpoint: /home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_135126/checkpoints/last_epoch_0004_step_0000012.pt -2026-04-08 13:53:37 - INFO - parrotllm.training - -Loss Curve: - Loss - ^ - 10.93 |* - | * - | * - | * - | * * - | * - | * * - 7.64 | * * * - +--------------------------------------------------> step - 1 12 -2026-04-08 13:53:37 - INFO - parrotllm.training - -============================================================ -TRAINING COMPLETE -============================================================ - Epochs: 4 - Total steps: 12 - Total time: 0.03 hours - Best validation loss: 7.7414 - Run directory: runs/smoketest/exp_c/run_20260408_135126 -============================================================ -2026-04-08 13:53:37 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed diff --git a/runs/smoketest/exp_c/run_20260408_135126/training_plots.pdf b/runs/smoketest/exp_c/run_20260408_135126/training_plots.pdf deleted file mode 100644 index 1abf5c4df6eec0aecb0fc59eb62a3f5c4e4a842e..0000000000000000000000000000000000000000 Binary files a/runs/smoketest/exp_c/run_20260408_135126/training_plots.pdf and /dev/null differ diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt deleted file mode 100644 index 872723da863f0887f515e8aad50a16aa8096b265..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7aaac65f21a5c1fac894e78529c356e8e9b6c1857e7377c83f1dc53ac875f386 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7522_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7522_epoch_0003_step_0000011.pt deleted file mode 100644 index 09c017759762e68550ead6271935f456516cdd57..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7522_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:557cbceac5288f835b1bc1e3ba65a7715004f53406455458e3debfcc0dc4ca39 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt deleted file mode 100644 index a1d2bd9ef3e430deb88d32f810b8c9d1d7a01394..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p8117_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:418fd032a89fc4ec0b6a85651b830ba2a053ebae4ab59280a63e736eb88b1e74 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt deleted file mode 100644 index bd516ce706765593bf9f27c5fdea57ec0f5e87a3..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p9587_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9b06aa7524bf342655a94e925e46983e3a8b4ca1de5ee931f29fb1a36d46ac4a -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt deleted file mode 100644 index a4905763560a84f53b11f07a7317b49c9220ce51..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:68b44495c49e1f1c63d35e220e52a51ec1caa9042b54d2fa145adf50d0e74934 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt deleted file mode 100644 index 4e82a54c6b40ffed2fad1854fd1215e65d7dbd3a..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:842149534c58078ac0ce0044d3964339a23a5a5307859e5d3d76c017dd30dc16 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p7134_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p7134_epoch_0002_step_0000006.pt deleted file mode 100644 index 7a1f7fa7ef0db3e7da8d2f5f1a5c403ddbadf124..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p7134_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7cf214a416a1d0375942ca412a8e261cbd213d9f4e600d78c70da25a0cbf397c -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt deleted file mode 100644 index 47535725f0d56e7c37605548088ca11efc81974b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:171928d3f4ed4272dd82cd56be650197043cf9929a928ca122f5aaa751096695 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt deleted file mode 100644 index 22f4aba7a9c3633bf4bcc2d2653b0762bf50d32e..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:df1957c6f0c9b42fc5c75f0bd3214aedd6a97aadd2761dcb96962acefb3c8910 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt deleted file mode 100644 index 1a9b1fe07082aa4d1dd716981f296d9e19c38f30..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7fe218db5789ff2599c7354f635cb5d2c224845d854f2ca9e9de661114a02991 -size 479869180 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000003.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000003.pt deleted file mode 100644 index 3b6dd59256abf93559b5046aa68b63961b190ab8..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000003.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d6634f01b780d64921cda76d43cc5c78b6ec404fa94e548598389d0d6fa61fe5 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000004.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000004.pt deleted file mode 100644 index 7416e3f72f51c369fdaa4488d76ec367cd419b4b..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000004.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:43a725e163cd951042bbee3a30976d934260544c66e51052ff11841ef053f6b2 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000005.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000005.pt deleted file mode 100644 index c9f7e1c02f1e3355a8550e7643953499723f3471..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000005.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:633d93df49d0d9b145dc2e40f4f469af1126fce86f40513dc86ad5f474de4624 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000006.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000006.pt deleted file mode 100644 index 45deb1e9e5985cf42644a58bfd8390ea6019406f..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000006.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d124f2bb11575b9cf55c009cb72af99891fc5c03b4f60960f3e09e82e6c2cbc4 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000007.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000007.pt deleted file mode 100644 index 842c464e54731257c7be869ba46fbe32df468b1c..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000007.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2e16355d12c376b2c1a1251a1d8f502a188bdb0acbca374795326d027d3a4101 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000008.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000008.pt deleted file mode 100644 index c97384363984c42fdcd351629b5c53a8aa4b44fb..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000008.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:452b0b5ec16304853ca78b2e0d77822f59270151f5bab338fe124995a1ce275a -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000009.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000009.pt deleted file mode 100644 index a8fe0d048d0ea84ccc342924057d6c21192fc1de..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000009.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c569e94a27ac2e2cd054e605a910883b8dfefffd4e49de2a7451be372d28370f -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000010.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000010.pt deleted file mode 100644 index bed7e61b1a4966bf76f5be2232a9c9c264dfb000..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000010.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:7b488818e80697430eb61946b10dd4794fdf3228eb748c90b9e3c37483d8cdee -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000011.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000011.pt deleted file mode 100644 index 94cabd088bc911e31a43c4b582483f4c6af16321..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000011.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a157bd2d54d06b2002cd099e9bca04a2337c20ba97325d9279d54955450f6322 -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt b/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt deleted file mode 100644 index 66387f645b467e79ae3a5e8d93c61fa240e77fa9..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0004_step_0000012.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5842afe9fed739add6ccce5628deed78f927142cedce66a00e3fa9bbac4bfe3f -size 479860168 diff --git a/runs/smoketest/exp_c/run_20260408_145851/config.json b/runs/smoketest/exp_c/run_20260408_145851/config.json deleted file mode 100644 index f5956a145b447c2fbb2c053b57fffe507a07a36e..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/config.json +++ /dev/null @@ -1,70 +0,0 @@ -{ - "preprocess": null, - "model": { - "vocab_size": 50258, - "pad_token_id": 50257, - "bos_token_id": 50256, - "eos_token_id": 50256, - "d_model": 384, - "n_layers": 14, - "n_heads": 6, - "d_ff": 768, - "context_length": 1024, - "bias": false, - "dropout": 0.005, - "rope_theta": 10000.0, - "gradient_checkpointing": false - }, - "training": { - "device": "auto", - "train_bin": "data/SmokeTest/train.bin", - "val_bin": "data/SmokeTest/val.bin", - "num_workers": 4, - "pin_memory": true, - "batch_size": 32, - "gradient_accumulation_steps": 1, - "train_samples_per_epoch": null, - "val_sequence_stride": null, - "learning_rate": 0.001305, - "min_lr": 0.0001305, - "weight_decay": 0.063, - "beta1": 0.9, - "beta2": 0.9978, - "grad_clip": 1.786, - "warmup_steps": 4, - "max_steps": 12, - "lr_schedule": "wsd", - "lr_decay_ratio": 0.179, - "z_loss_coeff": 0.000275, - "save_every": 1, - "eval_every": 1, - "checkpoint_dir": "checkpoints", - "keep_last_checkpoints": 10, - "keep_best_checkpoints": 10, - "early_stopping_patience": 0, - "early_stopping_min_delta": 0.001, - "runs_dir": "runs/smoketest/exp_c", - "log_every": 1, - "hf_upload": { - "repo_id": "ParrotLabs/Preprocessed", - "repo_type": "dataset", - "path_in_repo": "", - "private": null - }, - "compile": true - }, - "tune": null, - "logging": { - "console_level": "INFO", - "file_level": "DEBUG", - "components": { - "data_preprocessing": "DEBUG", - "model_initialization": "INFO", - "training": "INFO" - }, - "profiler": null - }, - "eval": null, - "inference": null, - "chat": null -} \ No newline at end of file diff --git a/runs/smoketest/exp_c/run_20260408_145851/metrics.jsonl b/runs/smoketest/exp_c/run_20260408_145851/metrics.jsonl deleted file mode 100644 index 805ff2fc955d4f00d1989a0c0accdc4bc1249e76..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/metrics.jsonl +++ /dev/null @@ -1,54 +0,0 @@ -{"stage": "pretraining", "type": "config", "timestamp": "2026-04-08T14:58:52.144546+00:00", "device": "auto", "train_bin": "data/SmokeTest/train.bin", "val_bin": "data/SmokeTest/val.bin", "num_workers": 4, "pin_memory": true, "batch_size": 32, "gradient_accumulation_steps": 1, "train_samples_per_epoch": null, "val_sequence_stride": null, "learning_rate": 0.001305, "min_lr": 0.0001305, "weight_decay": 0.063, "beta1": 0.9, "beta2": 0.9978, "grad_clip": 1.786, "warmup_steps": 4, "max_steps": 12, "lr_schedule": "wsd", "lr_decay_ratio": 0.179, "z_loss_coeff": 0.000275, "save_every": 1, "eval_every": 1, "checkpoint_dir": "checkpoints", "keep_last_checkpoints": 10, "keep_best_checkpoints": 10, "early_stopping_patience": 0, "early_stopping_min_delta": 0.001, "runs_dir": "runs/smoketest/exp_c", "log_every": 1, "hf_upload": {"repo_id": "ParrotLabs/Preprocessed", "repo_type": "dataset", "path_in_repo": "", "private": null}, "compile": true} -{"stage": "pretraining", "type": "checkpoint_policy", "timestamp": "2026-04-08T14:58:52.144622+00:00", "checkpoint_dir": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints", "keep_last": 10, "keep_best": 10} -{"stage": "pretraining", "type": "model_architecture", "timestamp": "2026-04-08T14:58:53.963420+00:00", "vocab_size": 50258, "context_length": 1024, "n_layers": 14, "n_heads": 6, "d_model": 384, "d_ff": 768, "dropout": 0.005, "bias": false, "total_params": 39966592, "total_params_non_embedding": 39966592, "trainable_params": 39966592, "non_trainable_params": 0, "params_size_mb": 159.87} -{"stage": "pretraining", "type": "initial_validation", "timestamp": "2026-04-08T14:58:59.640692+00:00", "val_loss": 10.906839370727539, "val_ppl": 54548.16603071756} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T14:59:23.238583+00:00", "epoch": 0, "step": 1, "train_loss": 10.931233406066895, "perplexity": 55895.17866096571, "lr": 0.00032625, "grad_norm": 6.673876, "tokens_per_sec": 1389} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T14:59:25.783596+00:00", "step": 1, "epoch": 0, "val_loss": 10.584281921386719, "val_ppl": 39508.926843215086, "eval_train_loss": 10.931233406066895, "eval_train_ppl": 55895.17866096571} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T14:59:26.697457+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_10p5843_epoch_0000_step_0000001.pt", "val_loss": 10.584281921386719} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T14:59:29.013123+00:00", "step": 1, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0000_step_0000001.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T14:59:29.951746+00:00", "epoch": 0, "step": 2, "train_loss": 10.610045433044434, "perplexity": 40540.04106859926, "lr": 0.0006525, "grad_norm": 15.275805, "tokens_per_sec": 4881} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T14:59:32.538742+00:00", "step": 2, "epoch": 0, "val_loss": 10.239991664886475, "val_ppl": 28000.892534640763, "eval_train_loss": 10.610045433044434, "eval_train_ppl": 40540.04106859926} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T14:59:35.251452+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_10p2400_epoch_0000_step_0000002.pt", "val_loss": 10.239991664886475} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T14:59:38.521382+00:00", "step": 2, "epoch": 0, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0000_step_0000002.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T14:59:39.491123+00:00", "epoch": 0, "step": 3, "train_loss": 10.26488208770752, "perplexity": 28706.592744147863, "lr": 0.00097875, "grad_norm": 1.781728, "tokens_per_sec": 3435} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T14:59:42.109974+00:00", "step": 3, "epoch": 1, "val_loss": 9.905964374542236, "val_ppl": 20049.59783727414, "eval_train_loss": 10.26488208770752, "eval_train_ppl": 28706.592744147863} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T14:59:43.492564+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p9060_epoch_0001_step_0000003.pt", "val_loss": 9.905964374542236} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T14:59:45.273777+00:00", "step": 3, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000003.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T14:59:46.525439+00:00", "epoch": 1, "step": 4, "train_loss": 9.911561012268066, "perplexity": 20162.12275981929, "lr": 0.001305, "grad_norm": 1.649607, "tokens_per_sec": 4658} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T14:59:49.080211+00:00", "step": 4, "epoch": 1, "val_loss": 9.478832244873047, "val_ppl": 13079.903468149301, "eval_train_loss": 9.911561012268066, "eval_train_ppl": 20162.12275981929} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T14:59:51.649368+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p4788_epoch_0001_step_0000004.pt", "val_loss": 9.478832244873047} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T14:59:54.753008+00:00", "step": 4, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000004.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T14:59:55.687296+00:00", "epoch": 1, "step": 5, "train_loss": 9.487371444702148, "perplexity": 13192.073617669528, "lr": 0.001305, "grad_norm": 1.593075, "tokens_per_sec": 3577} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T14:59:58.223137+00:00", "step": 5, "epoch": 1, "val_loss": 9.075768947601318, "val_ppl": 8740.904452833292, "eval_train_loss": 9.487371444702148, "eval_train_ppl": 13192.073617669528} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T14:59:59.858702+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_9p0758_epoch_0001_step_0000005.pt", "val_loss": 9.075768947601318} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:03.455567+00:00", "step": 5, "epoch": 1, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0001_step_0000005.pt", "category": "last"} -{"stage": "pretraining", "type": "step", "timestamp": "2026-04-08T15:00:04.434467+00:00", "epoch": 1, "step": 6, "train_loss": 9.075173377990723, "perplexity": 8735.700185677577, "lr": 0.001305, "grad_norm": 1.572522, "tokens_per_sec": 3746} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:07.003723+00:00", "step": 6, "epoch": 2, "val_loss": 8.713439464569092, "val_ppl": 6084.132700726577, "eval_train_loss": 9.075173377990723, "eval_train_ppl": 8735.700185677577} -{"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} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:12.141195+00:00", "step": 6, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000006.pt", "category": "last"} -{"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} -{"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} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:16.620086+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p4107_epoch_0002_step_0000007.pt", "val_loss": 8.410685539245605} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:18.332844+00:00", "step": 7, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0002_step_0000007.pt", "category": "last"} -{"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} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:21.877747+00:00", "step": 8, "epoch": 2, "val_loss": 8.159132480621338, "val_ppl": 3495.1531750637255, "eval_train_loss": 8.43144416809082, "eval_train_ppl": 4589.12277435321} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:24.425343+00:00", "step": 8, "epoch": 2, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_8p1591_epoch_0002_step_0000008.pt", "val_loss": 8.159132480621338} -{"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"} -{"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} -{"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} -{"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} -{"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"} -{"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} -{"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} -{"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} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:44.192705+00:00", "step": 10, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000010.pt", "category": "last"} -{"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} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:47.634870+00:00", "step": 11, "epoch": 3, "val_loss": 7.752216815948486, "val_ppl": 2326.7246220031448, "eval_train_loss": 7.714910984039307, "eval_train_ppl": 2241.5233575465036} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:50.568993+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7522_epoch_0003_step_0000011.pt", "val_loss": 7.752216815948486} -{"stage": "pretraining", "type": "checkpoint", "timestamp": "2026-04-08T15:00:52.435536+00:00", "step": 11, "epoch": 3, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/last_epoch_0003_step_0000011.pt", "category": "last"} -{"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} -{"stage": "pretraining", "type": "eval", "timestamp": "2026-04-08T15:00:55.926367+00:00", "step": 12, "epoch": 4, "val_loss": 7.741463899612427, "val_ppl": 2301.839579970913, "eval_train_loss": 7.6395769119262695, "eval_train_ppl": 2078.8640878806445} -{"stage": "pretraining", "type": "best_checkpoint", "timestamp": "2026-04-08T15:00:56.896522+00:00", "step": 12, "epoch": 4, "path": "/home/user/code/ParrotLLM/runs/smoketest/exp_c/run_20260408_145851/checkpoints/best_loss_7p7415_epoch_0004_step_0000012.pt", "val_loss": 7.741463899612427} -{"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"} -{"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"} -{"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"} diff --git a/runs/smoketest/exp_c/run_20260408_145851/train.log b/runs/smoketest/exp_c/run_20260408_145851/train.log deleted file mode 100644 index c9140e190301787c3ddf3dc098effde701d030a4..0000000000000000000000000000000000000000 --- a/runs/smoketest/exp_c/run_20260408_145851/train.log +++ /dev/null @@ -1,297 +0,0 @@ -2026-04-08 14:58:52 - INFO - parrotllm - Logging initialised -> runs/smoketest/exp_c/run_20260408_145851/train.log -2026-04-08 14:58:52 - INFO - parrotllm.training - device=cuda:0 | rank=0 | world_size=8 | distributed=yes -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 -2026-04-08 14:58:52 - INFO - parrotllm.training - train windows=random-overlapping | tokens=947045 | valid_starts=946021 | sampled_windows_per_epoch=923 -2026-04-08 14:58:52 - INFO - parrotllm.training - val windows=sequential | tokens=49601 | stride=1024 | windows=48 -2026-04-08 14:58:52 - INFO - parrotllm.training - compiling model with torch.compile... -2026-04-08 14:58:53 - INFO - parrotllm.training - -============================================================ -MODEL ARCHITECTURE SUMMARY -============================================================ - -Configuration: - Vocab size: 50258 - Block size (context): 1024 - Layers: 14 - Heads: 6 - Embedding dim: 384 - FFN hidden dim: 768 - Dropout: 0.005 - Bias: False - -Parameters (unique, weight-tied layers counted once): - Total: 39,966,592 (39.97M) - Trainable: 39,966,592 (39.97M) - Non-trainable: 0 - Non-embedding: 39,966,592 (39.97M) - Position embeddings: 0 (RoPE: 0 learned params) - Size (MB): 159.87 - -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 [32, 1024] [32, 1024, 50258] -- True -├─Embedding: 1-1 [32, 1024] [32, 1024, 384] 19,299,072 True -├─Dropout: 1-2 [32, 1024, 384] [32, 1024, 384] -- -- -├─ModuleList: 1-3 -- -- -- True -│ └─TransformerBlock: 2-1 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-1 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-2 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-3 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-4 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-5 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-6 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-2 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-7 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-8 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-9 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-10 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-11 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-12 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-3 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-13 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-14 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-15 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-16 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-17 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-18 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-4 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-19 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-20 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-21 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-22 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-23 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-24 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-5 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-25 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-26 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-27 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-28 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-29 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-30 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-6 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-31 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-32 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-33 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-34 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-35 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-36 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-7 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-37 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-38 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-39 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-40 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-41 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-42 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-8 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-43 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-44 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-45 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-46 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-47 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-48 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-9 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-49 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-50 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-51 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-52 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-53 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-54 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-10 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-55 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-56 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-57 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-58 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-59 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-60 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-11 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-61 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-62 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-63 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-64 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-65 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-66 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-12 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-67 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-68 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-69 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-70 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-71 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-72 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-13 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-73 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-74 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-75 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-76 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-77 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-78 [32, 1024, 384] [32, 1024, 384] 384 True -│ └─TransformerBlock: 2-14 [32, 1024, 384] [32, 1024, 384] -- True -│ │ └─RMSNorm: 3-79 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─MultiHeadAttention: 3-80 [32, 1024, 384] [32, 1024, 384] 589,952 True -│ │ └─RMSNorm: 3-81 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─RMSNorm: 3-82 [32, 1024, 384] [32, 1024, 384] 384 True -│ │ └─SwiGLUMLP: 3-83 [32, 1024, 384] [32, 1024, 384] 884,736 True -│ │ └─RMSNorm: 3-84 [32, 1024, 384] [32, 1024, 384] 384 True -├─RMSNorm: 1-4 [32, 1024, 384] [32, 1024, 384] 384 True -├─Linear: 1-5 [32, 1024, 384] [32, 1024, 50258] 19,299,072 True -============================================================================================================================================ -Total params: 59,265,664 -Trainable params: 59,265,664 -Non-trainable params: 0 -Total mult-adds (Units.GIGABYTES): 1.90 -============================================================================================================================================ -Input size (MB): 0.26 -Forward/backward pass size (MB): 34515.45 -Params size (MB): 237.06 -Estimated Total Size (MB): 34752.78 -============================================================================================================================================ -============================================================ -2026-04-08 14:58:53 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:58:59 - INFO - parrotllm.training - Initial val: loss=10.9068, ppl=54548.17 -2026-04-08 14:59:01 - INFO - parrotllm.training - -============================================================ -Starting training... - Steps per epoch (approx): 3 - Max steps: 12 -============================================================ -2026-04-08 14:59:01 - INFO - parrotllm.training - LR schedule=wsd | decay_ratio=0.179 | z_loss_coeff=0.000275 -2026-04-08 14:59:23 - INFO - parrotllm.training - step 1 | epoch 0 | loss 10.9312 | lr 3.26e-04 | grad 6.6739 -2026-04-08 14:59:23 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:59:23 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 14:59:25 - INFO - parrotllm.training - Train: loss=10.9312, ppl=55895.18 -2026-04-08 14:59:25 - INFO - parrotllm.training - Val: loss=10.5843, ppl=39508.93 -2026-04-08 14:59:25 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 14:59:27 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 14:59:29 - INFO - parrotllm.training - step 2 | epoch 0 | loss 10.6100 | lr 6.52e-04 | grad 15.2758 -2026-04-08 14:59:29 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:59:29 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 14:59:32 - INFO - parrotllm.training - Train: loss=10.6100, ppl=40540.04 -2026-04-08 14:59:32 - INFO - parrotllm.training - Val: loss=10.2400, ppl=28000.89 -2026-04-08 14:59:32 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 14:59:35 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 14:59:39 - INFO - parrotllm.training - step 3 | epoch 0 | loss 10.2649 | lr 9.79e-04 | grad 1.7817 -2026-04-08 14:59:39 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:59:39 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 14:59:42 - INFO - parrotllm.training - Epoch 1 complete: -2026-04-08 14:59:42 - INFO - parrotllm.training - Train: loss=10.2649, ppl=28706.59 -2026-04-08 14:59:42 - INFO - parrotllm.training - Val: loss=9.9060, ppl=20049.60 -2026-04-08 14:59:42 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 14:59:44 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 14:59:46 - INFO - parrotllm.training - step 4 | epoch 1 | loss 9.9116 | lr 1.30e-03 | grad 1.6496 -2026-04-08 14:59:46 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:59:46 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 14:59:49 - INFO - parrotllm.training - Train: loss=9.9116, ppl=20162.12 -2026-04-08 14:59:49 - INFO - parrotllm.training - Val: loss=9.4788, ppl=13079.90 -2026-04-08 14:59:49 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 14:59:52 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 14:59:55 - INFO - parrotllm.training - step 5 | epoch 1 | loss 9.4874 | lr 1.30e-03 | grad 1.5931 -2026-04-08 14:59:55 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 14:59:55 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 14:59:58 - INFO - parrotllm.training - Train: loss=9.4874, ppl=13192.07 -2026-04-08 14:59:58 - INFO - parrotllm.training - Val: loss=9.0758, ppl=8740.90 -2026-04-08 14:59:58 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:00 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:04 - INFO - parrotllm.training - step 6 | epoch 1 | loss 9.0752 | lr 1.30e-03 | grad 1.5725 -2026-04-08 15:00:04 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:04 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:07 - INFO - parrotllm.training - Epoch 2 complete: -2026-04-08 15:00:07 - INFO - parrotllm.training - Train: loss=9.0752, ppl=8735.70 -2026-04-08 15:00:07 - INFO - parrotllm.training - Val: loss=8.7134, ppl=6084.13 -2026-04-08 15:00:07 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:09 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:13 - INFO - parrotllm.training - step 7 | epoch 2 | loss 8.7097 | lr 1.30e-03 | grad 1.5173 -2026-04-08 15:00:13 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:13 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:15 - INFO - parrotllm.training - Train: loss=8.7097, ppl=6061.30 -2026-04-08 15:00:15 - INFO - parrotllm.training - Val: loss=8.4107, ppl=4494.84 -2026-04-08 15:00:15 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:17 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:19 - INFO - parrotllm.training - step 8 | epoch 2 | loss 8.4314 | lr 1.30e-03 | grad 1.4582 -2026-04-08 15:00:19 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:19 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:21 - INFO - parrotllm.training - Train: loss=8.4314, ppl=4589.12 -2026-04-08 15:00:21 - INFO - parrotllm.training - Val: loss=8.1591, ppl=3495.15 -2026-04-08 15:00:21 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:25 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:28 - INFO - parrotllm.training - step 9 | epoch 2 | loss 8.1407 | lr 1.30e-03 | grad 1.3348 -2026-04-08 15:00:28 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:28 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:30 - INFO - parrotllm.training - Epoch 3 complete: -2026-04-08 15:00:30 - INFO - parrotllm.training - Train: loss=8.1407, ppl=3431.26 -2026-04-08 15:00:30 - INFO - parrotllm.training - Val: loss=7.9587, ppl=2860.21 -2026-04-08 15:00:30 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:33 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:37 - INFO - parrotllm.training - step 10 | epoch 3 | loss 7.9377 | lr 1.30e-03 | grad 1.1490 -2026-04-08 15:00:37 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:37 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:39 - INFO - parrotllm.training - Train: loss=7.9377, ppl=2800.95 -2026-04-08 15:00:39 - INFO - parrotllm.training - Val: loss=7.8117, ppl=2469.23 -2026-04-08 15:00:39 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:41 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:45 - INFO - parrotllm.training - step 11 | epoch 3 | loss 7.7149 | lr 7.18e-04 | grad 0.8942 -2026-04-08 15:00:45 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:45 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:47 - INFO - parrotllm.training - Train: loss=7.7149, ppl=2241.52 -2026-04-08 15:00:47 - INFO - parrotllm.training - Val: loss=7.7522, ppl=2326.72 -2026-04-08 15:00:47 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:51 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -2026-04-08 15:00:53 - INFO - parrotllm.training - step 12 | epoch 3 | loss 7.6396 | lr 1.30e-04 | grad 0.7612 -2026-04-08 15:00:53 - INFO - parrotllm.training - Starting evaluation... -2026-04-08 15:00:53 - INFO - parrotllm.training - ------------------------------------------------------------ -2026-04-08 15:00:55 - INFO - parrotllm.training - Epoch 4 complete: -2026-04-08 15:00:55 - INFO - parrotllm.training - Train: loss=7.6396, ppl=2078.86 -2026-04-08 15:00:55 - INFO - parrotllm.training - Val: loss=7.7415, ppl=2301.84 -2026-04-08 15:00:55 - INFO - parrotllm.training - ** New best validation loss! ** -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 -2026-04-08 15:00:57 - INFO - parrotllm.training - ------------------------------------------------------------ -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 -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 -2026-04-08 15:01:02 - INFO - parrotllm.training - -Loss Curve: - Loss - ^ - 10.93 |* - | * - | * - | * - | * * - | * - | * * - 7.64 | * * * - +--------------------------------------------------> step - 1 12 -2026-04-08 15:01:02 - INFO - parrotllm.training - -============================================================ -TRAINING COMPLETE -============================================================ - Epochs: 4 - Total steps: 12 - Total time: 0.03 hours - Best validation loss: 7.7415 - Run directory: runs/smoketest/exp_c/run_20260408_145851 -============================================================ -2026-04-08 15:01:02 - INFO - parrotllm.training - Uploading completed run directory to Hugging Face: repo=ParrotLabs/Preprocessed diff --git a/runs/smoketest/exp_c/run_20260408_145851/training_plots.pdf b/runs/smoketest/exp_c/run_20260408_145851/training_plots.pdf deleted file mode 100644 index 5b785df1e6ddfb1f848c67757a74977b1db6bbb2..0000000000000000000000000000000000000000 Binary files a/runs/smoketest/exp_c/run_20260408_145851/training_plots.pdf and /dev/null differ