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attention_kindselective_n_heads4_seed1342/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1342", "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": 1342, "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_1342", "n_embd": 256}
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1342", "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": 1342, "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_1342", "n_embd": 256}
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attention_kindselective_n_heads4_seed1342/log2.txt
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max_steps: 8750
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0 val loss 11.2898
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0 val perplexity
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300
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400
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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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2500
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| 1 |
max_steps: 8750
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| 2 |
+
max_steps: 8750
|
| 3 |
+
0 val loss 11.2898
|
| 4 |
+
0 val perplexity 80004.5469
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| 5 |
0 val loss 11.2898
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| 6 |
+
0 val perplexity 80004.5469
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| 7 |
+
0 train 11.289051 (lr=7.0000e-08) (hash(x)=150332693)
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+
0 train 11.289051 (lr=6.0000e-08) (hash(x)=150332693)
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+
100 val loss 10.1794
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+
100 val perplexity 26354.9375
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100 val loss 10.1043
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100 val perplexity 24447.8750
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+
100 train 10.142110 (lr=6.0600e-06) (hash(x)=149277319)
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+
100 train 10.061918 (lr=7.0700e-06) (hash(x)=149277319)
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+
200 val loss 9.6815
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+
200 val perplexity 16018.4980
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+
200 train 9.752102 (lr=1.2060e-05) (hash(x)=155934075)
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+
200 val loss 9.6158
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+
200 val perplexity 15000.1738
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+
200 train 9.686650 (lr=1.4070e-05) (hash(x)=155934075)
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+
300 val loss 8.7807
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+
300 val perplexity 6507.2988
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+
300 train 8.821930 (lr=1.8060e-05) (hash(x)=165402628)
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300 val loss 8.6249
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+
300 val perplexity 5568.3394
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+
300 train 8.665680 (lr=2.1070e-05) (hash(x)=165402628)
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+
400 val loss 7.9230
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+
400 val perplexity 2759.9607
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400 train 7.778969 (lr=2.4060e-05) (hash(x)=139168939)
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+
400 val loss 7.8122
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+
400 val perplexity 2470.4434
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+
400 train 7.653944 (lr=2.8070e-05) (hash(x)=139168939)
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+
500 val loss 7.5502
|
| 34 |
+
500 val perplexity 1901.0621
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| 35 |
+
500 train 7.481020 (lr=3.0000e-05) (hash(x)=147134338)
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+
500 val loss 7.5233
|
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+
500 val perplexity 1850.6179
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+
500 train 7.451856 (lr=3.5000e-05) (hash(x)=147134338)
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| 39 |
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