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attention_kindselective_n_heads4_seed1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1340", "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": 17500, "warmup_steps": 200, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "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": 30720, "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_seed1340", "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": 17500, "warmup_steps": 200, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1340, "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": 30720, "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": 4e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4e-5_30720_4_1340", "n_embd": 256}
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attention_kindselective_n_heads4_seed1340/log2.txt
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max_steps: 17500
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0 val loss 11.2714
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0 val perplexity 78545.6094
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0 train 11.276529 (lr=
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|
| 1 |
max_steps: 17500
|
| 2 |
+
max_steps: 17500
|
| 3 |
+
0 val loss 11.2714
|
| 4 |
+
0 val perplexity 78545.6094
|
| 5 |
0 val loss 11.2714
|
| 6 |
0 val perplexity 78545.6094
|
| 7 |
+
0 train 11.276529 (lr=2.0000e-07) (hash(x)=164406924)
|
| 8 |
+
0 train 11.276529 (lr=1.8750e-07) (hash(x)=164406924)
|
| 9 |
+
100 val loss 9.9069
|
| 10 |
+
100 val perplexity 20067.5703
|
| 11 |
+
100 val loss 9.9126
|
| 12 |
+
100 val perplexity 20183.8613
|
| 13 |
+
100 train 9.956517 (lr=2.0200e-05) (hash(x)=177407419)
|
| 14 |
+
100 train 9.961933 (lr=1.8937e-05) (hash(x)=177407419)
|
| 15 |
+
200 val loss 8.8168
|
| 16 |
+
200 val perplexity 6746.3262
|
| 17 |
+
200 val loss 8.6973
|
| 18 |
+
200 val perplexity 5986.4463
|
| 19 |
+
200 train 8.780914 (lr=4.0000e-05) (hash(x)=144903932)
|
| 20 |
+
200 train 8.659005 (lr=3.7500e-05) (hash(x)=144903932)
|
| 21 |
+
300 val loss 7.8751
|
| 22 |
+
300 val perplexity 2630.9985
|
| 23 |
+
300 train 8.148215 (lr=3.9997e-05) (hash(x)=173839165)
|
| 24 |
+
300 val loss 7.7852
|
| 25 |
+
300 val perplexity 2404.7244
|
| 26 |
+
300 train 8.077199 (lr=3.7497e-05) (hash(x)=173839165)
|
| 27 |
+
400 val loss 7.6065
|
| 28 |
+
400 val perplexity 2011.1913
|
| 29 |
+
400 train 7.687731 (lr=3.9988e-05) (hash(x)=167734596)
|
| 30 |
+
400 val loss 7.5757
|
| 31 |
+
400 val perplexity 1950.2804
|
| 32 |
+
400 train 7.660161 (lr=3.7489e-05) (hash(x)=167734596)
|
| 33 |
+
500 val loss 7.4979
|
| 34 |
+
500 val perplexity 1804.2780
|
| 35 |
+
500 train 7.503215 (lr=3.9973e-05) (hash(x)=153224076)
|
| 36 |
+
500 val loss 7.4857
|
| 37 |
+
500 val perplexity 1782.4413
|
| 38 |
+
500 train 7.490746 (lr=3.7475e-05) (hash(x)=153224076)
|
| 39 |
+
600 val loss 7.4185
|
| 40 |
+
600 val perplexity 1666.4873
|
| 41 |
+
600 train 7.325118 (lr=3.9953e-05) (hash(x)=149619098)
|
| 42 |
+
600 val loss 7.3959
|
| 43 |
+
600 val perplexity 1629.3384
|
| 44 |
+
600 train 7.295888 (lr=3.7456e-05) (hash(x)=149619098)
|
| 45 |
+
700 val loss 7.3749
|
| 46 |
+
700 val perplexity 1595.4503
|
| 47 |
+
700 train 7.299428 (lr=3.9926e-05) (hash(x)=146539909)
|
| 48 |
+
700 val loss 7.3358
|
| 49 |
+
700 val perplexity 1534.2030
|
| 50 |
+
700 train 7.257471 (lr=3.7430e-05) (hash(x)=146539909)
|
| 51 |
+
800 val loss 7.3102
|
| 52 |
+
800 val perplexity 1495.4886
|
| 53 |
+
800 train 7.267064 (lr=3.9893e-05) (hash(x)=153710890)
|
| 54 |
+
800 val loss 7.2643
|
| 55 |
+
800 val perplexity 1428.4465
|
| 56 |
+
800 train 7.219354 (lr=3.7400e-05) (hash(x)=153710890)
|
| 57 |
+
900 val loss 7.2638
|
| 58 |
+
900 val perplexity 1427.6083
|
| 59 |
+
900 train 7.201191 (lr=3.9855e-05) (hash(x)=155873620)
|
| 60 |
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900 val loss 7.2092
|
| 61 |
+
900 val perplexity 1351.8445
|
| 62 |
+
900 train 7.146883 (lr=3.7364e-05) (hash(x)=155873620)
|
| 63 |
+
1000 val loss 7.2084
|
| 64 |
+
1000 val perplexity 1350.6891
|
| 65 |
+
1000 train 7.128109 (lr=3.9810e-05) (hash(x)=145450636)
|
| 66 |
+
1000 val loss 7.1526
|
| 67 |
+
1000 val perplexity 1277.4160
|
| 68 |
+
1000 train 7.070847 (lr=3.7322e-05) (hash(x)=145450636)
|
| 69 |
+
1100 val loss 7.1457
|
| 70 |
+
1100 val perplexity 1268.6505
|
| 71 |
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1100 train 7.228844 (lr=3.9760e-05) (hash(x)=154123388)
|
| 72 |
+
1100 val loss 7.0944
|
| 73 |
+
1100 val perplexity 1205.1863
|
| 74 |
+
1100 train 7.183575 (lr=3.7275e-05) (hash(x)=154123388)
|
| 75 |
+
1200 val loss 7.0836
|
| 76 |
+
1200 val perplexity 1192.2507
|
| 77 |
+
1200 train 6.958751 (lr=3.9704e-05) (hash(x)=145249251)
|
| 78 |
+
1200 val loss 7.0348
|
| 79 |
+
1200 val perplexity 1135.4495
|
| 80 |
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1200 train 6.909027 (lr=3.7223e-05) (hash(x)=145249251)
|
| 81 |
+
1300 val loss 7.0302
|
| 82 |
+
1300 val perplexity 1130.2454
|
| 83 |
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1300 train 6.915065 (lr=3.9642e-05) (hash(x)=148937127)
|
| 84 |
+
1300 val loss 6.9805
|
| 85 |
+
1300 val perplexity 1075.4382
|
| 86 |
+
1300 train 6.872147 (lr=3.7164e-05) (hash(x)=148937127)
|
| 87 |
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1400 val loss 6.9896
|
| 88 |
+
1400 val perplexity 1085.2570
|
| 89 |
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1400 train 7.110299 (lr=3.9574e-05) (hash(x)=150475545)
|
| 90 |
+
1400 val loss 6.9340
|
| 91 |
+
1400 val perplexity 1026.5917
|
| 92 |
+
1400 train 7.049437 (lr=3.7101e-05) (hash(x)=150475545)
|
| 93 |
+
1500 val loss 6.9470
|
| 94 |
+
1500 val perplexity 1040.0145
|
| 95 |
+
1500 train 6.867367 (lr=3.9501e-05) (hash(x)=154653428)
|
| 96 |
+
1500 val loss 6.8934
|
| 97 |
+
1500 val perplexity 985.7771
|
| 98 |
+
1500 train 6.817115 (lr=3.7032e-05) (hash(x)=154653428)
|
| 99 |
+
1600 val loss 6.8915
|
| 100 |
+
1600 val perplexity 983.8972
|
| 101 |
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1600 train 6.870449 (lr=3.9421e-05) (hash(x)=144483776)
|
| 102 |
+
1600 val loss 6.8501
|
| 103 |
+
1600 val perplexity 944.0123
|
| 104 |
+
1600 train 6.829629 (lr=3.6958e-05) (hash(x)=144483776)
|
| 105 |
+
1700 val loss 6.8386
|
| 106 |
+
1700 val perplexity 933.2001
|
| 107 |
+
1700 train 6.987010 (lr=3.9336e-05) (hash(x)=157395496)
|
| 108 |
+
1700 val loss 6.7947
|
| 109 |
+
1700 val perplexity 893.0623
|
| 110 |
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1700 train 6.938875 (lr=3.6878e-05) (hash(x)=157395496)
|
| 111 |
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1800 val loss 6.7901
|
| 112 |
+
1800 val perplexity 889.0110
|
| 113 |
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1800 train 6.816566 (lr=3.9246e-05) (hash(x)=157916369)
|
| 114 |
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1800 val loss 6.7504
|
| 115 |
+
1800 val perplexity 854.4164
|
| 116 |
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1800 train 6.777050 (lr=3.6793e-05) (hash(x)=157916369)
|
| 117 |
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1900 val loss 6.7361
|
| 118 |
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1900 val perplexity 842.2986
|
| 119 |
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1900 train 6.936520 (lr=3.9149e-05) (hash(x)=166073923)
|
| 120 |
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1900 val loss 6.7043
|
| 121 |
+
1900 val perplexity 815.8821
|
| 122 |
+
1900 train 6.893992 (lr=3.6702e-05) (hash(x)=166073923)
|
| 123 |
+
2000 val loss 6.6925
|
| 124 |
+
2000 val perplexity 806.3372
|
| 125 |
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2000 train 6.758599 (lr=3.9047e-05) (hash(x)=154856891)
|
| 126 |
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2000 val loss 6.6664
|
| 127 |
+
2000 val perplexity 785.5396
|
| 128 |
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2000 train 6.720447 (lr=3.6606e-05) (hash(x)=154856891)
|
| 129 |
+
2100 val loss 6.6506
|
| 130 |
+
2100 val perplexity 773.2477
|
| 131 |
+
2100 train 6.643264 (lr=3.8939e-05) (hash(x)=151925203)
|
| 132 |
+
2100 val loss 6.6219
|
| 133 |
+
2100 val perplexity 751.3624
|
| 134 |
+
2100 train 6.611493 (lr=3.6505e-05) (hash(x)=151925203)
|
| 135 |
+
2200 val loss 6.6021
|
| 136 |
+
2200 val perplexity 736.6467
|
| 137 |
+
2200 train 6.285050 (lr=3.8826e-05) (hash(x)=136191502)
|
| 138 |
+
2200 val loss 6.5854
|
| 139 |
+
2200 val perplexity 724.4288
|
| 140 |
+
2200 train 6.276153 (lr=3.6399e-05) (hash(x)=136191502)
|
| 141 |
+
2300 val loss 6.5581
|
| 142 |
+
2300 val perplexity 704.9544
|
| 143 |
+
2300 train 6.756863 (lr=3.8707e-05) (hash(x)=153273362)
|
| 144 |
+
2300 val loss 6.5412
|
| 145 |
+
2300 val perplexity 693.0952
|
| 146 |
+
2300 train 6.731654 (lr=3.6288e-05) (hash(x)=153273362)
|
| 147 |
+
2400 val loss 6.5256
|
| 148 |
+
2400 val perplexity 682.4135
|
| 149 |
+
2400 train 6.483434 (lr=3.8583e-05) (hash(x)=148021541)
|
| 150 |
+
2400 val loss 6.5070
|
| 151 |
+
2400 val perplexity 669.8347
|
| 152 |
+
2400 train 6.463409 (lr=3.6171e-05) (hash(x)=148021541)
|
| 153 |
+
2500 val loss 6.5038
|
| 154 |
+
2500 val perplexity 667.6447
|
| 155 |
+
2500 train 6.450426 (lr=3.8453e-05) (hash(x)=141356608)
|
| 156 |
+
2500 val loss 6.4819
|
| 157 |
+
2500 val perplexity 653.2144
|
| 158 |
+
2500 train 6.429843 (lr=3.6049e-05) (hash(x)=141356608)
|
| 159 |
+
2600 val loss 6.4649
|
| 160 |
+
2600 val perplexity 642.2280
|
| 161 |
+
2600 train 6.408832 (lr=3.8317e-05) (hash(x)=146005217)
|
| 162 |
+
2600 val loss 6.4501
|
| 163 |
+
2600 val perplexity 632.7565
|
| 164 |
+
2600 train 6.391536 (lr=3.5923e-05) (hash(x)=146005217)
|
| 165 |
+
2700 val loss 6.4427
|
| 166 |
+
2700 val perplexity 628.1240
|
| 167 |
+
2700 train 6.285963 (lr=3.8177e-05) (hash(x)=144511718)
|
| 168 |
+
2700 val loss 6.4316
|
| 169 |
+
2700 val perplexity 621.1712
|
| 170 |
+
2700 train 6.268011 (lr=3.5791e-05) (hash(x)=144511718)
|
| 171 |
+
2800 val loss 6.4141
|
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| 1031 |
+
17100 train 5.300627 (lr=3.7945e-06) (hash(x)=149229905)
|
| 1032 |
+
17100 val loss 5.4860
|
| 1033 |
+
17100 val perplexity 241.2910
|
| 1034 |
+
17100 train 5.342311 (lr=4.0475e-06) (hash(x)=149229905)
|
| 1035 |
+
17200 val loss 5.4754
|
| 1036 |
+
17200 val perplexity 238.7410
|
| 1037 |
+
17200 train 5.440160 (lr=3.7750e-06) (hash(x)=150471865)
|
| 1038 |
+
17200 val loss 5.4862
|
| 1039 |
+
17200 val perplexity 241.3465
|
| 1040 |
+
17200 train 5.437218 (lr=4.0267e-06) (hash(x)=150471865)
|
| 1041 |
+
17300 val loss 5.4771
|
| 1042 |
+
17300 val perplexity 239.1510
|
| 1043 |
+
17300 train 5.364053 (lr=3.7611e-06) (hash(x)=155784916)
|
| 1044 |
+
17300 val loss 5.4887
|
| 1045 |
+
17300 val perplexity 241.9519
|
| 1046 |
+
17300 train 5.363513 (lr=4.0119e-06) (hash(x)=155784916)
|
| 1047 |
+
17400 val loss 5.4797
|
| 1048 |
+
17400 val perplexity 239.7847
|
| 1049 |
+
17400 train 5.258312 (lr=3.7528e-06) (hash(x)=148482413)
|
| 1050 |
+
17400 val loss 5.4919
|
| 1051 |
+
17400 val perplexity 242.7172
|
| 1052 |
+
17400 train 5.261920 (lr=4.0030e-06) (hash(x)=148482413)
|
| 1053 |
+
17499 val loss 5.4726
|
| 1054 |
+
17499 val perplexity 238.0666
|
| 1055 |
+
17499 val loss 5.4837
|
| 1056 |
+
17499 val perplexity 240.7365
|
attention_kindselective_n_heads4_seed1340/model_17499.pt
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