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attention_kindselective_n_heads4_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1339", "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": 1339, "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_seed1339", "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": 1339, "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": 4e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4e-5_61440_4_1339", "n_embd": 256}
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attention_kindselective_n_heads4_seed1339/log2.txt
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max_steps: 8750
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0 val loss 11.2808
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0 val perplexity 79287.6797
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2100 val loss 6.
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2100 train 6.
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2200 val loss 6.
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2200 train 6.
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| 1 |
max_steps: 8750
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| 2 |
0 val loss 11.2808
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| 3 |
0 val perplexity 79287.6797
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| 4 |
+
1000 val loss 6.8485
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| 5 |
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1000 val perplexity 942.5023
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| 6 |
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1000 train 6.714951 (lr=4.9593e-05) (hash(x)=147904298)
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| 7 |
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0 train 11.289339 (lr=8.0000e-08) (hash(x)=150724848)
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| 8 |
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1100 val loss 6.7624
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| 9 |
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1100 val perplexity 864.6933
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| 10 |
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1100 train 6.960951 (lr=4.9415e-05) (hash(x)=154343147)
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100 val loss 10.0778
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| 12 |
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100 val perplexity 23808.3164
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| 13 |
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100 train 10.091505 (lr=8.0800e-06) (hash(x)=149910534)
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1200 val loss 6.6617
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1200 val perplexity 781.8986
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1200 train 6.648478 (lr=4.9205e-05) (hash(x)=141843115)
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200 val loss 9.4757
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| 18 |
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200 val perplexity 13038.8037
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200 train 9.504941 (lr=1.6080e-05) (hash(x)=148123706)
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| 20 |
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1300 val loss 6.5919
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| 21 |
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1300 val perplexity 729.1332
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| 22 |
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1300 train 6.484201 (lr=4.8964e-05) (hash(x)=145279030)
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| 23 |
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1400 val loss 6.5438
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| 24 |
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1400 val perplexity 694.8960
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| 25 |
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1400 train 6.487101 (lr=4.8691e-05) (hash(x)=152507639)
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| 26 |
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300 val loss 8.3222
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| 27 |
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300 val perplexity 4114.3809
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| 28 |
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300 train 8.230344 (lr=2.4080e-05) (hash(x)=146678221)
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| 29 |
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1500 val loss 6.4918
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| 30 |
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1500 val perplexity 659.7304
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| 31 |
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1500 train 6.522910 (lr=4.8388e-05) (hash(x)=148473774)
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| 32 |
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400 val loss 7.6551
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| 33 |
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400 val perplexity 2111.4595
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| 34 |
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400 train 7.555830 (lr=3.2080e-05) (hash(x)=151700982)
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| 35 |
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1600 val loss 6.4234
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| 36 |
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1600 val perplexity 616.1007
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| 37 |
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1600 train 6.467561 (lr=4.8055e-05) (hash(x)=151117002)
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| 38 |
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500 val loss 7.4756
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| 39 |
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500 val perplexity 1764.5110
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| 40 |
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500 train 7.555832 (lr=4.0000e-05) (hash(x)=156182087)
|
| 41 |
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1700 val loss 6.3840
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| 42 |
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1700 val perplexity 592.2697
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| 43 |
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1700 train 6.331007 (lr=4.7691e-05) (hash(x)=138011335)
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| 44 |
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600 val loss 7.3637
|
| 45 |
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600 val perplexity 1577.7322
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| 46 |
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600 train 7.348773 (lr=3.9987e-05) (hash(x)=149318660)
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| 47 |
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1800 val loss 6.3464
|
| 48 |
+
1800 val perplexity 570.4446
|
| 49 |
+
1800 train 6.484773 (lr=4.7299e-05) (hash(x)=171180926)
|
| 50 |
+
700 val loss 7.2805
|
| 51 |
+
700 val perplexity 1451.7614
|
| 52 |
+
700 train 7.319925 (lr=3.9948e-05) (hash(x)=150482428)
|
| 53 |
+
1900 val loss 6.3032
|
| 54 |
+
1900 val perplexity 546.3349
|
| 55 |
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1900 train 6.237638 (lr=4.6878e-05) (hash(x)=141769419)
|
| 56 |
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800 val loss 7.1764
|
| 57 |
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800 val perplexity 1308.1818
|
| 58 |
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800 train 7.046847 (lr=3.9883e-05) (hash(x)=143268605)
|
| 59 |
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2000 val loss 6.2670
|
| 60 |
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2000 val perplexity 526.8969
|
| 61 |
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2000 train 6.216142 (lr=4.6428e-05) (hash(x)=151963443)
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| 62 |
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900 val loss 7.0949
|
| 63 |
+
900 val perplexity 1205.8468
|
| 64 |
+
900 train 7.057036 (lr=3.9792e-05) (hash(x)=152322423)
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| 65 |
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2100 val loss 6.2615
|
| 66 |
+
2100 val perplexity 524.0168
|
| 67 |
+
2100 train 6.314044 (lr=4.5951e-05) (hash(x)=162947470)
|
| 68 |
+
2200 val loss 6.2071
|
| 69 |
+
2200 val perplexity 496.2846
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| 70 |
+
2200 train 6.429786 (lr=4.5448e-05) (hash(x)=154954810)
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| 71 |
+
1000 val loss 7.0331
|
| 72 |
+
1000 val perplexity 1133.5393
|
| 73 |
+
1000 train 6.903413 (lr=3.9675e-05) (hash(x)=147904298)
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| 74 |
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2300 val loss 6.1801
|
| 75 |
+
2300 val perplexity 483.0446
|
| 76 |
+
2300 train 6.156929 (lr=4.4918e-05) (hash(x)=151878111)
|
| 77 |
+
1100 val loss 6.9628
|
| 78 |
+
1100 val perplexity 1056.5919
|
| 79 |
+
1100 train 7.155293 (lr=3.9532e-05) (hash(x)=154343147)
|
| 80 |
+
2400 val loss 6.1673
|
| 81 |
+
2400 val perplexity 476.9055
|
| 82 |
+
2400 train 6.058043 (lr=4.4363e-05) (hash(x)=158661057)
|
| 83 |
+
1200 val loss 6.8789
|
| 84 |
+
1200 val perplexity 971.5381
|
| 85 |
+
1200 train 6.864298 (lr=3.9364e-05) (hash(x)=141843115)
|
| 86 |
+
2500 val loss 6.1249
|
| 87 |
+
2500 val perplexity 457.0798
|
| 88 |
+
2500 train 6.145768 (lr=4.3784e-05) (hash(x)=150925584)
|
| 89 |
+
1300 val loss 6.8076
|
| 90 |
+
1300 val perplexity 904.6672
|
| 91 |
+
1300 train 6.690363 (lr=3.9171e-05) (hash(x)=145279030)
|
| 92 |
+
2600 val loss 6.1045
|
| 93 |
+
2600 val perplexity 447.8694
|
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