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attention_kindselective_n_heads4_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1338", "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": 1338, "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_seed1338", "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": 1338, "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_1338", "n_embd": 256}
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attention_kindselective_n_heads4_seed1338/log2.txt
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max_steps: 8750
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0 val loss 11.2646
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0 val perplexity 78014.
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400 val loss 7.
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400 val perplexity
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400 train 7.
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| 1 |
max_steps: 8750
|
| 2 |
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100 val loss 10.0225
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| 3 |
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100 val perplexity 22528.5176
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| 4 |
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100 train 10.075231 (lr=8.0800e-06) (hash(x)=166780046)
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| 5 |
0 val loss 11.2646
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| 6 |
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0 val perplexity 78014.3047
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| 7 |
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200 val loss 9.5031
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| 8 |
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200 val perplexity 13401.6328
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| 9 |
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200 train 9.467043 (lr=1.6080e-05) (hash(x)=155040610)
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| 10 |
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0 train 11.267765 (lr=1.0000e-07) (hash(x)=150327452)
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| 11 |
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300 val loss 8.5047
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| 12 |
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300 val perplexity 4938.0015
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| 13 |
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300 train 8.524590 (lr=2.4080e-05) (hash(x)=155504036)
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| 14 |
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100 val loss 9.9652
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| 15 |
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100 val perplexity 21274.1113
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| 16 |
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100 train 10.017369 (lr=1.0100e-05) (hash(x)=166780046)
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| 17 |
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400 val loss 7.7785
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| 18 |
+
400 val perplexity 2388.7463
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| 19 |
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400 train 7.663756 (lr=3.2080e-05) (hash(x)=143823248)
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| 20 |
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200 val loss 9.2958
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| 21 |
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200 val perplexity 10892.5625
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| 22 |
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200 train 9.248415 (lr=2.0100e-05) (hash(x)=155040610)
|
| 23 |
+
500 val loss 7.5217
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| 24 |
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500 val perplexity 1847.7620
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| 25 |
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500 train 7.493058 (lr=4.0000e-05) (hash(x)=143734685)
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| 26 |
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300 val loss 8.1663
|
| 27 |
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300 val perplexity 3520.3948
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| 28 |
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300 train 8.168233 (lr=3.0100e-05) (hash(x)=155504036)
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| 29 |
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600 val loss 7.4353
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| 30 |
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600 val perplexity 1694.7335
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| 31 |
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600 train 7.215819 (lr=3.9987e-05) (hash(x)=150678249)
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| 32 |
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400 val loss 7.6121
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| 33 |
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400 val perplexity 2022.5510
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| 34 |
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400 train 7.478056 (lr=4.0100e-05) (hash(x)=143823248)
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| 35 |
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700 val loss 7.3528
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| 36 |
+
700 val perplexity 1560.5144
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| 37 |
+
700 train 7.493054 (lr=3.9948e-05) (hash(x)=175802021)
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| 38 |
+
500 val loss 7.4302
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| 39 |
+
500 val perplexity 1686.1023
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| 40 |
+
500 train 7.398177 (lr=5.0000e-05) (hash(x)=143734685)
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| 41 |
+
800 val loss 7.2439
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| 42 |
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800 val perplexity 1399.5740
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| 43 |
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800 train 7.254493 (lr=3.9883e-05) (hash(x)=158681215)
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| 44 |
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600 val loss 7.3581
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| 45 |
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600 val perplexity 1568.7780
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| 46 |
+
600 train 7.127360 (lr=4.9984e-05) (hash(x)=150678249)
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| 47 |
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900 val loss 7.1674
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| 48 |
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900 val perplexity 1296.4656
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| 49 |
+
900 train 7.060616 (lr=3.9792e-05) (hash(x)=146108145)
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| 50 |
+
700 val loss 7.2431
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| 51 |
+
700 val perplexity 1398.4459
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| 52 |
+
700 train 7.374388 (lr=4.9935e-05) (hash(x)=175802021)
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| 53 |
+
1000 val loss 7.1057
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| 54 |
+
1000 val perplexity 1218.8782
|
| 55 |
+
1000 train 6.948586 (lr=3.9675e-05) (hash(x)=154996086)
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| 56 |
+
800 val loss 7.1141
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| 57 |
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800 val perplexity 1229.1447
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| 58 |
+
800 train 7.129083 (lr=4.9853e-05) (hash(x)=158681215)
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| 59 |
+
1100 val loss 7.0173
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| 60 |
+
1100 val perplexity 1115.7611
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| 61 |
+
1100 train 7.000314 (lr=3.9532e-05) (hash(x)=153885445)
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| 62 |
+
900 val loss 7.0241
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| 63 |
+
900 val perplexity 1123.3754
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| 64 |
+
900 train 6.911726 (lr=4.9739e-05) (hash(x)=146108145)
|
| 65 |
+
1200 val loss 6.9212
|
| 66 |
+
1200 val perplexity 1013.5053
|
| 67 |
+
1200 train 6.879501 (lr=3.9364e-05) (hash(x)=142353087)
|
| 68 |
+
1000 val loss 6.9540
|
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