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attention_kindselective_n_heads4_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1338", "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": 1338, "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_seed1338", "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": 1338, "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_1338", "n_embd": 256}
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attention_kindselective_n_heads4_seed1338/log2.txt
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max_steps: 8750
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0 val loss 11.2646
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0 val perplexity 78014.3047
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4400 train 6.355730 (lr=2.0598e-05) (hash(x)=168527064)
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4400 val loss 6.0480
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4400 val perplexity 423.2458
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4600 val loss 6.0342
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4800 val loss 6.0027
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5000 val loss 5.9942
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5000 val loss 5.9870
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5000 val perplexity 398.2089
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5000 train 5.890842 (lr=1.4579e-05) (hash(x)=143182059)
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5100 val loss 5.9844
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5100 val perplexity 397.1822
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5100 train 6.032875 (lr=1.6417e-05) (hash(x)=170083586)
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5100 val loss 5.9762
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5100 val perplexity 393.9346
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5200 val loss 5.9702
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5200 train 5.861600 (lr=1.3568e-05) (hash(x)=149363919)
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5600 val loss 5.9377
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5600 train 5.827706 (lr=1.1602e-05) (hash(x)=147693222)
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5700 train 5.866521 (lr=1.2981e-05) (hash(x)=149784627)
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5700 val loss 5.9253
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5700 val perplexity 374.3747
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5700 train 5.866199 (lr=1.1127e-05) (hash(x)=149784627)
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5800 val loss 5.9247
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5800 val perplexity 374.1822
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5800 train 5.834700 (lr=1.2436e-05) (hash(x)=158620729)
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5800 val loss 5.9247
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5800 val perplexity 374.1743
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5800 train 5.826473 (lr=1.0659e-05) (hash(x)=158620729)
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5900 val loss 5.9146
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5900 val perplexity 370.3900
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5900 train 5.858362 (lr=1.1900e-05) (hash(x)=159763910)
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5900 val loss 5.9180
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5900 val perplexity 371.6826
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5900 train 5.861243 (lr=1.0200e-05) (hash(x)=159763910)
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6000 val loss 5.9043
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6000 val perplexity 366.6024
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6000 train 5.836517 (lr=1.1375e-05) (hash(x)=147640561)
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6000 val loss 5.9081
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6000 val perplexity 367.9886
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6000 train 5.841051 (lr=9.7500e-06) (hash(x)=147640561)
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6100 val loss 5.8966
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6100 val perplexity 363.7880
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6100 train 5.878016 (lr=1.0861e-05) (hash(x)=156613394)
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6100 val loss 5.9015
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6100 val perplexity 365.5672
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6100 train 5.885981 (lr=9.3098e-06) (hash(x)=156613394)
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6200 val loss 5.8921
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6200 val perplexity 362.1524
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6200 train 5.853373 (lr=1.0360e-05) (hash(x)=186221290)
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6200 val loss 5.8976
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6200 val perplexity 364.1776
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6200 train 5.857404 (lr=8.8800e-06) (hash(x)=186221290)
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6300 val loss 5.8814
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6300 val perplexity 358.3256
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6300 train 5.760697 (lr=9.8715e-06) (hash(x)=152081419)
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6300 val loss 5.8885
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6300 val perplexity 360.8471
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6300 train 5.763207 (lr=8.4613e-06) (hash(x)=152081419)
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6400 val loss 5.8804
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6400 val perplexity 357.9507
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6400 train 5.825439 (lr=9.3966e-06) (hash(x)=154808349)
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6400 val loss 5.8885
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6400 val perplexity 360.8786
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6400 train 5.834856 (lr=8.0542e-06) (hash(x)=154808349)
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6500 val loss 5.8733
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6500 val perplexity 355.4034
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6500 train 5.840936 (lr=8.9359e-06) (hash(x)=159437208)
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6500 val loss 5.8832
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6500 val perplexity 358.9690
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6500 train 5.854115 (lr=7.6594e-06) (hash(x)=159437208)
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6600 val loss 5.8716
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6600 val perplexity 354.8281
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6600 train 5.681755 (lr=8.4903e-06) (hash(x)=157933074)
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6600 val loss 5.8805
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6600 val perplexity 358.0042
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6600 train 5.683859 (lr=7.2774e-06) (hash(x)=157933074)
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6700 val loss 5.8631
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6700 val perplexity 351.8213
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6700 train 5.846561 (lr=8.0602e-06) (hash(x)=161560240)
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6700 val loss 5.8725
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6700 val perplexity 355.1426
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6700 train 5.855772 (lr=6.9087e-06) (hash(x)=161560240)
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6800 val loss 5.8610
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6800 val perplexity 351.0881
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6800 train 5.835786 (lr=7.6463e-06) (hash(x)=155424292)
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6800 val loss 5.8702
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6800 val perplexity 354.3057
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6800 train 5.845886 (lr=6.5540e-06) (hash(x)=155424292)
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attention_kindselective_n_heads4_seed1338/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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+
oid sha256:a131c48954674e396c86cde25dd3f7fc64149914014049b28ac85daeaa29f8e4
|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1338/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
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size 179406214
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