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attention_kindselective_n_heads4_seed1341/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1341", "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": 1341, "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_seed1341", "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": 1341, "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": 5.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "5.5e-5_61440_4_1341", "n_embd": 256}
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attention_kindselective_n_heads4_seed1341/log2.txt
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max_steps: 8750
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max_steps: 8750
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0 val loss 11.3095
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0 val perplexity 81594.2500
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0 val loss 11.3095
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0 val perplexity 81594.2500
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0 train 11.
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4400 val perplexity 437.4159
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4400 train 6.007243 (lr=1.7655e-05) (hash(x)=153446449)
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4500 val loss 6.0824
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4700 val perplexity 423.2194
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4800 val loss 6.0515
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4800 val perplexity 424.7603
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5000 val loss 6.0290
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5000 val loss 6.0175
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5000 val perplexity 410.5454
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5000 train 5.938465 (lr=1.4579e-05) (hash(x)=145789790)
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5100 val loss 6.0238
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5100 val perplexity 413.1402
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5100 train 5.980156 (lr=1.6417e-05) (hash(x)=137795633)
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5300 val loss 5.9958
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5500 val perplexity 394.1999
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5500 train 6.139304 (lr=1.2085e-05) (hash(x)=145635833)
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5600 val loss 5.9735
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5600 val perplexity 392.8972
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5600 train 5.955674 (lr=1.1602e-05) (hash(x)=156337844)
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5700 val loss 5.9731
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5700 val perplexity 392.7069
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5700 train 5.856874 (lr=1.2981e-05) (hash(x)=147168506)
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5700 val loss 5.9688
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5700 val perplexity 391.0504
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5700 train 5.857741 (lr=1.1127e-05) (hash(x)=147168506)
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5800 val loss 5.9644
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5800 val perplexity 389.3232
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5800 train 6.032385 (lr=1.2436e-05) (hash(x)=159566920)
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5800 val loss 5.9585
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5800 val perplexity 387.0450
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5800 train 6.023722 (lr=1.0659e-05) (hash(x)=159566920)
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5900 val loss 5.9578
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5900 val perplexity 386.7631
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5900 train 6.025391 (lr=1.1900e-05) (hash(x)=158273929)
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5900 val loss 5.9536
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5900 val perplexity 385.1432
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5900 train 6.027411 (lr=1.0200e-05) (hash(x)=158273929)
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6000 val loss 5.9532
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6000 val perplexity 384.9910
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6000 train 5.921682 (lr=1.1375e-05) (hash(x)=156649749)
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6000 val loss 5.9499
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6000 val perplexity 383.6991
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6000 train 5.916996 (lr=9.7500e-06) (hash(x)=156649749)
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6100 val loss 5.9437
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6100 val perplexity 381.3258
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6100 train 5.860867 (lr=1.0861e-05) (hash(x)=146812388)
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6100 val loss 5.9397
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6100 val perplexity 379.8224
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6100 train 5.858076 (lr=9.3098e-06) (hash(x)=146812388)
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6200 val loss 5.9380
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6200 val perplexity 379.1947
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6200 train 5.760242 (lr=1.0360e-05) (hash(x)=143522146)
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6200 val loss 5.9360
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6200 val perplexity 378.4272
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6200 train 5.755511 (lr=8.8800e-06) (hash(x)=143522146)
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6300 val loss 5.9354
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6300 val perplexity 378.1945
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6300 train 5.772961 (lr=9.8715e-06) (hash(x)=150124474)
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6300 val loss 5.9314
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6300 val perplexity 376.6789
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6300 train 5.768746 (lr=8.4613e-06) (hash(x)=150124474)
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6400 val loss 5.9273
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6400 val perplexity 375.1227
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6400 train 5.950421 (lr=9.3966e-06) (hash(x)=141242117)
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6400 val loss 5.9284
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6400 val perplexity 375.5501
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6400 train 5.955993 (lr=8.0542e-06) (hash(x)=141242117)
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6500 val loss 5.9207
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6500 val perplexity 372.6563
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6500 train 5.801312 (lr=8.9359e-06) (hash(x)=143529762)
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6500 val loss 5.9189
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6500 val perplexity 371.9922
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6500 train 5.801332 (lr=7.6594e-06) (hash(x)=143529762)
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6600 val loss 5.9155
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6600 val perplexity 370.7257
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6600 train 5.697849 (lr=8.4903e-06) (hash(x)=136948374)
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6600 val loss 5.9148
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6600 val perplexity 370.4690
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6600 train 5.696297 (lr=7.2774e-06) (hash(x)=136948374)
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6700 val loss 5.9141
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6700 val perplexity 370.2074
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6700 train 5.733417 (lr=8.0602e-06) (hash(x)=146268592)
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6700 val loss 5.9131
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6700 val perplexity 369.8498
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6700 train 5.730753 (lr=6.9087e-06) (hash(x)=146268592)
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6800 val loss 5.9055
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6800 val perplexity 367.0687
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6800 train 5.868842 (lr=7.6463e-06) (hash(x)=152676836)
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6800 val loss 5.9058
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6800 val perplexity 367.1629
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6800 train 5.863817 (lr=6.5540e-06) (hash(x)=152676836)
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6900 val loss 5.8984
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6900 val loss 5.8995
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7000 val loss 5.8971
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7000 val loss 5.8977
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7300 val loss 5.8846
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|
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|
| 1 |
max_steps: 8750
|
|
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|
|
|
|
|
|
|
| 2 |
0 val loss 11.3095
|
| 3 |
0 val perplexity 81594.2500
|
| 4 |
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|
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|
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|
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|
| 11 |
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|
| 12 |
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|
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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| 27 |
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|
| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
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|
| 35 |
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| 36 |
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| 47 |
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| 50 |
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attention_kindselective_n_heads4_seed1341/model_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
| 3 |
size 92843394
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|
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version https://git-lfs.github.com/spec/v1
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+
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|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1341/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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size 179406214
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