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attention_kindselective_n_heads4_seed1343/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1343", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1343, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "5e-5_61440_4_1343", "n_embd": 256}
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1343", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1343, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 3.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "3.5e-5_61440_4_1343", "n_embd": 256}
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attention_kindselective_n_heads4_seed1343/log2.txt
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max_steps: 8750
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0 val loss 11.3014
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7200 val perplexity 280.1169
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7200 train 5.315210 (lr=8.8068e-06) (hash(x)=139219680)
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7300 val loss 5.6297
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7300 val perplexity 278.5819
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7300 train 5.575299 (lr=8.3436e-06) (hash(x)=150662994)
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7400 val loss 5.6261
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7400 val perplexity 277.5779
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7400 train 5.465163 (lr=7.9082e-06) (hash(x)=139007967)
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7500 val loss 5.6249
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7500 val perplexity 277.2398
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7500 train 5.455156 (lr=7.5012e-06) (hash(x)=138142461)
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7600 val loss 5.6196
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7600 val perplexity 275.7852
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7600 train 5.530750 (lr=7.1232e-06) (hash(x)=150023998)
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7700 val loss 5.6152
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7700 val perplexity 274.5555
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7700 train 5.509050 (lr=6.7747e-06) (hash(x)=143393355)
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7800 val loss 5.6149
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7800 val perplexity 274.4759
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7800 train 5.480126 (lr=6.4563e-06) (hash(x)=144916472)
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7900 val loss 5.6097
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7900 val perplexity 273.0717
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7900 train 5.565450 (lr=6.1684e-06) (hash(x)=150236934)
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8000 val loss 5.6071
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8000 val perplexity 272.3544
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8000 train 5.608926 (lr=5.9114e-06) (hash(x)=146536422)
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8100 val loss 5.6069
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8100 val perplexity 272.3043
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8100 train 5.441198 (lr=5.6857e-06) (hash(x)=151300857)
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8200 val loss 5.6050
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8200 val perplexity 271.7760
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8200 train 5.634646 (lr=5.4917e-06) (hash(x)=160351956)
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8300 val loss 5.6014
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8300 val perplexity 270.8028
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8300 train 5.654285 (lr=5.3295e-06) (hash(x)=150514540)
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8400 val loss 5.5999
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8400 val perplexity 270.4036
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8400 train 5.547650 (lr=5.1995e-06) (hash(x)=155904762)
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8500 val loss 5.5998
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8500 val perplexity 270.3614
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8500 train 5.406527 (lr=5.1019e-06) (hash(x)=146923196)
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8600 val loss 5.5961
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8600 val perplexity 269.3655
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8600 train 5.577782 (lr=5.0367e-06) (hash(x)=138977080)
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8700 val loss 5.5944
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8700 val perplexity 268.9079
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8700 train 5.395451 (lr=5.0041e-06) (hash(x)=146442792)
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8749 val loss 5.5935
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8749 val perplexity 268.6727
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max_steps: 8750
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max_steps: 8750
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0 val loss 11.3014
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0 val perplexity 80932.9531
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0 val loss 11.3014
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0 val perplexity 80932.9531
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0 train 11.305982 (lr=7.0000e-08) (hash(x)=153418542)
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0 train 11.305982 (lr=6.0000e-08) (hash(x)=153418542)
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100 val loss 10.0438
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100 val perplexity 23011.9707
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100 train 10.050365 (lr=7.0700e-06) (hash(x)=143722001)
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100 val loss 10.1073
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100 val perplexity 24520.4238
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100 train 10.113642 (lr=6.0600e-06) (hash(x)=143722001)
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200 val loss 9.5448
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200 val perplexity 13971.1826
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200 train 9.549261 (lr=1.4070e-05) (hash(x)=152989689)
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300 val loss 8.6011
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300 val perplexity 5437.8970
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300 train 8.619393 (lr=2.1070e-05) (hash(x)=150071018)
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200 val loss 9.6223
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200 val perplexity 15098.4424
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200 train 9.629188 (lr=1.2060e-05) (hash(x)=152989689)
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400 val loss 7.8269
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400 val perplexity 2507.1106
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400 train 7.854829 (lr=2.8070e-05) (hash(x)=153358238)
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500 val loss 7.5393
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500 val perplexity 1880.5006
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500 train 7.423524 (lr=3.5000e-05) (hash(x)=148983354)
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300 val loss 8.7160
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300 val perplexity 6099.9268
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300 train 8.734112 (lr=1.8060e-05) (hash(x)=150071018)
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600 val loss 7.4113
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600 val perplexity 1654.4934
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600 train 7.314175 (lr=3.4989e-05) (hash(x)=150770333)
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700 val loss 7.3267
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700 val perplexity 1520.3972
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400 val loss 7.8636
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800 val loss 7.2515
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800 val perplexity 1410.1771
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500 val loss 7.5315
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900 val perplexity 1283.6674
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1000 val loss 7.0754
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1000 val perplexity 1182.5190
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600 val loss 7.4045
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attention_kindselective_n_heads4_seed1343/model_08749.pt
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size 92843394
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attention_kindselective_n_heads4_seed1343/optimizer_08749.pt
CHANGED
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