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attention_kindselective_n_heads4_seed1345/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1345", "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": 1345, "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_seed1345", "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": 1345, "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_1345", "n_embd": 256}
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attention_kindselective_n_heads4_seed1345/log2.txt
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max_steps: 8750
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0 val loss 11.2669
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0 val perplexity 78187.7734
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| 1 |
max_steps: 8750
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| 2 |
0 val loss 11.2669
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| 3 |
0 val perplexity 78187.7734
|
| 4 |
+
0 val loss 11.2669
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| 5 |
+
0 val perplexity 78187.7734
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| 6 |
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0 train 11.258430 (lr=8.0000e-08) (hash(x)=134751525)
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| 7 |
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0 train 11.258430 (lr=1.0000e-07) (hash(x)=134751525)
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| 8 |
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100 val loss 10.1048
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| 9 |
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100 val perplexity 24460.9590
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| 10 |
+
100 train 10.127542 (lr=8.0800e-06) (hash(x)=150358957)
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| 11 |
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100 val loss 10.0231
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| 12 |
+
100 val perplexity 22540.2520
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| 13 |
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100 train 10.047743 (lr=1.0100e-05) (hash(x)=150358957)
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| 14 |
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200 val loss 9.5683
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| 15 |
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200 val perplexity 14303.5908
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| 16 |
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200 train 9.594391 (lr=1.6080e-05) (hash(x)=126319983)
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| 17 |
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200 val loss 9.3888
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| 18 |
+
200 val perplexity 11953.4688
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| 19 |
+
200 train 9.405663 (lr=2.0100e-05) (hash(x)=126319983)
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| 20 |
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300 val loss 8.5065
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| 21 |
+
300 val perplexity 4946.5840
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| 22 |
+
300 train 8.438013 (lr=2.4080e-05) (hash(x)=159305874)
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| 23 |
+
300 val loss 8.1438
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| 24 |
+
300 val perplexity 3441.8569
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| 25 |
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300 train 8.080306 (lr=3.0100e-05) (hash(x)=159305874)
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| 26 |
+
400 val loss 7.7059
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| 27 |
+
400 val perplexity 2221.3674
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| 28 |
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400 train 7.694429 (lr=3.2080e-05) (hash(x)=149855631)
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| 29 |
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400 val loss 7.5543
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| 30 |
+
400 val perplexity 1909.0006
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| 31 |
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400 train 7.531188 (lr=4.0100e-05) (hash(x)=149855631)
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| 32 |
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500 val loss 7.4746
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| 33 |
+
500 val perplexity 1762.6592
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| 34 |
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500 train 7.505083 (lr=4.0000e-05) (hash(x)=150706760)
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| 35 |
+
500 val loss 7.3794
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| 36 |
+
500 val perplexity 1602.6191
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| 37 |
+
500 train 7.408833 (lr=5.0000e-05) (hash(x)=150706760)
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| 38 |
+
600 val loss 7.3726
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| 39 |
+
600 val perplexity 1591.7163
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| 40 |
+
600 train 7.307174 (lr=3.9987e-05) (hash(x)=146858163)
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| 41 |
+
600 val loss 7.2431
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| 42 |
+
600 val perplexity 1398.3760
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| 43 |
+
600 train 7.172870 (lr=4.9984e-05) (hash(x)=146858163)
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| 44 |
+
700 val loss 7.2818
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| 45 |
+
700 val perplexity 1453.6379
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| 46 |
+
700 train 7.155026 (lr=3.9948e-05) (hash(x)=144262072)
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| 47 |
+
700 val loss 7.1254
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| 48 |
+
700 val perplexity 1243.1661
|
| 49 |
+
700 train 6.993992 (lr=4.9935e-05) (hash(x)=144262072)
|
| 50 |
+
800 val loss 7.1949
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| 51 |
+
800 val perplexity 1332.6610
|
| 52 |
+
800 train 7.168702 (lr=3.9883e-05) (hash(x)=135443880)
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| 53 |
+
800 val loss 7.0023
|
| 54 |
+
800 val perplexity 1099.1837
|
| 55 |
+
800 train 6.974597 (lr=4.9853e-05) (hash(x)=135443880)
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| 56 |
+
900 val loss 7.1091
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| 57 |
+
900 val perplexity 1222.9949
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| 58 |
+
900 train 7.050885 (lr=3.9792e-05) (hash(x)=153147388)
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| 59 |
+
900 val loss 6.8980
|
| 60 |
+
900 val perplexity 990.2542
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| 61 |
+
900 train 6.843626 (lr=4.9739e-05) (hash(x)=153147388)
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| 62 |
+
1000 val loss 7.0470
|
| 63 |
+
1000 val perplexity 1149.3538
|
| 64 |
+
1000 train 6.974381 (lr=3.9675e-05) (hash(x)=151448445)
|
| 65 |
+
1000 val loss 6.8099
|
| 66 |
+
1000 val perplexity 906.8176
|
| 67 |
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