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attention_kindselective_n_heads4_seed1344/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1344", "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": 1344, "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_seed1344", "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": 1344, "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_1344", "n_embd": 256}
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attention_kindselective_n_heads4_seed1344/log2.txt
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max_steps: 8750
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0 val loss 11.2831
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0 val perplexity 79465.5000
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0 train 11.285261 (lr=
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100 val loss 10.
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100 val perplexity
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100 train 10.
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200 val loss 9.
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200 train 9.
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300 val loss 8.
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300 val perplexity
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300 train 8.
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| 1 |
max_steps: 8750
|
| 2 |
+
1300 val loss 6.6895
|
| 3 |
+
1300 val perplexity 803.9285
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| 4 |
+
1300 train 6.773464 (lr=4.8964e-05) (hash(x)=173675040)
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| 5 |
0 val loss 11.2831
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| 6 |
0 val perplexity 79465.5000
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| 7 |
+
1400 val loss 6.6173
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| 8 |
+
1400 val perplexity 747.9091
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| 9 |
+
1400 train 6.590247 (lr=4.8691e-05) (hash(x)=162475906)
|
| 10 |
+
0 train 11.285261 (lr=8.0000e-08) (hash(x)=145830960)
|
| 11 |
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1500 val loss 6.5603
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| 12 |
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1500 val perplexity 706.4640
|
| 13 |
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1500 train 6.387834 (lr=4.8388e-05) (hash(x)=152785612)
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| 14 |
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100 val loss 10.1076
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| 15 |
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100 val perplexity 24529.0078
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| 16 |
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100 train 10.141041 (lr=8.0800e-06) (hash(x)=144157453)
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| 17 |
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1600 val loss 6.4984
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| 18 |
+
1600 val perplexity 664.0759
|
| 19 |
+
1600 train 6.445701 (lr=4.8055e-05) (hash(x)=151987383)
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| 20 |
+
200 val loss 9.6421
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| 21 |
+
200 val perplexity 15400.2119
|
| 22 |
+
200 train 9.681087 (lr=1.6080e-05) (hash(x)=146764602)
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| 23 |
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1700 val loss 6.4370
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| 24 |
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1700 val perplexity 624.5526
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| 25 |
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1700 train 6.434201 (lr=4.7691e-05) (hash(x)=143781605)
|
| 26 |
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300 val loss 8.5994
|
| 27 |
+
300 val perplexity 5428.6685
|
| 28 |
+
300 train 8.501122 (lr=2.4080e-05) (hash(x)=140559124)
|
| 29 |
+
1800 val loss 6.4001
|
| 30 |
+
1800 val perplexity 601.8904
|
| 31 |
+
1800 train 6.390086 (lr=4.7299e-05) (hash(x)=151040203)
|
| 32 |
+
1900 val loss 6.3648
|
| 33 |
+
1900 val perplexity 581.0037
|
| 34 |
+
1900 train 6.261320 (lr=4.6878e-05) (hash(x)=149414572)
|
| 35 |
+
400 val loss 7.7656
|
| 36 |
+
400 val perplexity 2358.1003
|
| 37 |
+
400 train 8.115546 (lr=3.2080e-05) (hash(x)=166024176)
|
| 38 |
+
2000 val loss 6.3277
|
| 39 |
+
2000 val perplexity 559.8475
|
| 40 |
+
2000 train 6.281135 (lr=4.6428e-05) (hash(x)=156479674)
|
| 41 |
+
500 val loss 7.5214
|
| 42 |
+
500 val perplexity 1847.1365
|
| 43 |
+
500 train 7.493972 (lr=4.0000e-05) (hash(x)=161040668)
|
| 44 |
+
2100 val loss 6.2903
|
| 45 |
+
2100 val perplexity 539.3040
|
| 46 |
+
2100 train 6.165673 (lr=4.5951e-05) (hash(x)=137861481)
|
| 47 |
+
600 val loss 7.4516
|
| 48 |
+
600 val perplexity 1722.6665
|
| 49 |
+
600 train 7.479457 (lr=3.9987e-05) (hash(x)=148878990)
|
| 50 |
+
2200 val loss 6.2634
|
| 51 |
+
2200 val perplexity 524.9904
|
| 52 |
+
2200 train 6.324560 (lr=4.5448e-05) (hash(x)=155937443)
|
| 53 |
+
700 val loss 7.3861
|
| 54 |
+
700 val perplexity 1613.4520
|
| 55 |
+
700 train 7.367638 (lr=3.9948e-05) (hash(x)=150420695)
|
| 56 |
+
2300 val loss 6.2612
|
| 57 |
+
2300 val perplexity 523.8252
|
| 58 |
+
2300 train 5.928801 (lr=4.4918e-05) (hash(x)=131035715)
|
| 59 |
+
800 val loss 7.3272
|
| 60 |
+
800 val perplexity 1521.0419
|
| 61 |
+
800 train 7.300409 (lr=3.9883e-05) (hash(x)=151995229)
|
| 62 |
+
2400 val loss 6.2118
|
| 63 |
+
2400 val perplexity 498.5806
|
| 64 |
+
2400 train 6.209708 (lr=4.4363e-05) (hash(x)=146568981)
|
| 65 |
+
900 val loss 7.2836
|
| 66 |
+
900 val perplexity 1456.1638
|
| 67 |
+
900 train 7.042968 (lr=3.9792e-05) (hash(x)=139853932)
|
| 68 |
+
2500 val loss 6.1798
|
| 69 |
+
2500 val perplexity 482.9110
|
| 70 |
+
2500 train 6.160361 (lr=4.3784e-05) (hash(x)=163317586)
|
| 71 |
+
1000 val loss 7.2349
|
| 72 |
+
1000 val perplexity 1386.9896
|
| 73 |
+
1000 train 7.431800 (lr=3.9675e-05) (hash(x)=174104207)
|
| 74 |
+
2600 val loss 6.1566
|
| 75 |
+
2600 val perplexity 471.8229
|
| 76 |
+
2600 train 5.974750 (lr=4.3181e-05) (hash(x)=144201060)
|
| 77 |
+
1100 val loss 7.1852
|
| 78 |
+
1100 val perplexity 1319.7642
|
| 79 |
+
1100 train 7.018353 (lr=3.9532e-05) (hash(x)=146275038)
|
| 80 |
+
2700 val loss 6.1323
|
| 81 |
+
2700 val perplexity 460.5000
|
| 82 |
+
2700 train 6.032785 (lr=4.2555e-05) (hash(x)=141825701)
|
| 83 |
+
1200 val loss 7.1329
|
| 84 |
+
1200 val perplexity 1252.4744
|
| 85 |
+
1200 train 6.912647 (lr=3.9364e-05) (hash(x)=141403655)
|
| 86 |
+
2800 val loss 6.1118
|
| 87 |
+
2800 val perplexity 451.1669
|
| 88 |
+
2800 train 6.219571 (lr=4.1908e-05) (hash(x)=160561627)
|
| 89 |
+
1300 val loss 7.0764
|
| 90 |
+
1300 val perplexity 1183.7563
|
| 91 |
+
1300 train 7.156072 (lr=3.9171e-05) (hash(x)=173675040)
|
| 92 |
+
2900 val loss 6.0842
|
| 93 |
+
2900 val perplexity 438.8623
|
| 94 |
+
2900 train 6.021353 (lr=4.1240e-05) (hash(x)=151758176)
|
| 95 |
+
1400 val loss 7.0171
|
| 96 |
+
1400 val perplexity 1115.5658
|
| 97 |
+
1400 train 6.980552 (lr=3.8953e-05) (hash(x)=162475906)
|
| 98 |
+
3000 val loss 6.0656
|
| 99 |
+
3000 val perplexity 430.7632
|
| 100 |
+
3000 train 6.088512 (lr=4.0551e-05) (hash(x)=155815751)
|
| 101 |
+
1500 val loss 6.9736
|
| 102 |
+
1500 val perplexity 1068.0918
|
| 103 |
+
1500 train 6.806849 (lr=3.8711e-05) (hash(x)=152785612)
|
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