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attention_kindselective_n_heads4_seed1341/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1341", "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": 1341, "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":
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1341", "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": 1341, "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": 3e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "3e-5_61440_4_1341", "n_embd": 256}
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attention_kindselective_n_heads4_seed1341/log2.txt
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max_steps: 8750
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0 val loss 11.3095
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0 val perplexity 81594.2500
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300
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400
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500
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600
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700
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800
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900
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1000
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1100
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1200
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1300
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1400
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1600
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1700
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1800
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1900
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2000
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2100
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| 1 |
max_steps: 8750
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| 2 |
+
max_steps: 8750
|
| 3 |
+
0 val loss 11.3095
|
| 4 |
+
0 val perplexity 81594.2500
|
| 5 |
0 val loss 11.3095
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| 6 |
0 val perplexity 81594.2500
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| 7 |
+
0 train 11.313038 (lr=7.0000e-08) (hash(x)=145079536)
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+
0 train 11.313038 (lr=6.0000e-08) (hash(x)=145079536)
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+
100 val loss 10.1630
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100 val perplexity 25926.1094
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100 val loss 10.2343
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100 val perplexity 27841.4590
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100 train 10.156528 (lr=7.0700e-06) (hash(x)=155800595)
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100 train 10.225678 (lr=6.0600e-06) (hash(x)=155800595)
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200 val loss 9.7494
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+
200 val perplexity 17144.4492
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200 train 9.706524 (lr=1.4070e-05) (hash(x)=145606733)
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+
200 val loss 9.7756
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+
200 val perplexity 17599.2559
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200 train 9.732876 (lr=1.2060e-05) (hash(x)=145606733)
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300 val loss 8.8013
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300 val perplexity 6643.1152
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300 train 8.798988 (lr=2.1070e-05) (hash(x)=150367139)
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300 val loss 8.9184
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300 val perplexity 7468.2007
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+
300 train 8.917364 (lr=1.8060e-05) (hash(x)=150367139)
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400 val loss 7.9646
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400 val perplexity 2877.3264
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400 train 8.234877 (lr=2.8070e-05) (hash(x)=155747374)
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400 val loss 7.9782
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400 val perplexity 2916.8208
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+
400 train 8.244305 (lr=2.4060e-05) (hash(x)=155747374)
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+
500 val loss 7.6135
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| 34 |
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500 val perplexity 2025.2765
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+
500 train 7.510717 (lr=3.5000e-05) (hash(x)=140604760)
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+
500 val loss 7.5787
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+
500 val perplexity 1955.9950
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+
500 train 7.475321 (lr=3.0000e-05) (hash(x)=140604760)
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+
600 val loss 7.4823
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| 40 |
+
600 val perplexity 1776.2891
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| 41 |
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600 train 7.433376 (lr=3.4989e-05) (hash(x)=148404734)
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