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attention_kindselective_n_heads4_seed1345/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1345", "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": 1345, "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_seed1345", "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": 1345, "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": 4.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4.5e-5_61440_4_1345", "n_embd": 256}
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attention_kindselective_n_heads4_seed1345/log2.txt
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max_steps: 8750
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max_steps: 8750
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0 val loss 11.2669
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0 val perplexity 78187.7734
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0 val loss 11.2669
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0 val perplexity 78187.7734
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0 train 11.
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4400 val perplexity 396.6707
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4400 train 6.006795 (lr=2.0598e-05) (hash(x)=146923320)
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4500 val loss 6.0034
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4700 val perplexity 383.3703
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4800 val loss 5.9734
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4800 val perplexity 392.8430
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5000 val loss 5.9762
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5000 val perplexity 393.9481
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5000 train 5.873638 (lr=1.4579e-05) (hash(x)=132636494)
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5000 val loss 5.9323
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5000 val perplexity 377.0263
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5000 train 5.834423 (lr=1.7009e-05) (hash(x)=132636494)
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5100 val loss 5.9468
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5100 val perplexity 382.5381
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5100 train 5.866047 (lr=1.4071e-05) (hash(x)=157278728)
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5300 val loss 5.8857
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5600 val loss 5.8623
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5600 val perplexity 351.5228
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5600 train 5.894027 (lr=1.3536e-05) (hash(x)=148449981)
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5700 val loss 5.8968
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5700 val perplexity 363.8591
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5700 train 5.787348 (lr=1.1127e-05) (hash(x)=139300274)
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5700 val loss 5.8525
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5700 val perplexity 348.0916
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5700 train 5.742023 (lr=1.2981e-05) (hash(x)=139300274)
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5800 val loss 5.8947
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5800 val perplexity 363.1082
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5800 train 5.880175 (lr=1.0659e-05) (hash(x)=154857144)
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5800 val loss 5.8471
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5800 val perplexity 346.2293
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5800 train 5.833060 (lr=1.2436e-05) (hash(x)=154857144)
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5900 val loss 5.8848
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5900 val perplexity 359.5408
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5900 train 5.955789 (lr=1.0200e-05) (hash(x)=151756013)
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5900 val loss 5.8394
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5900 val perplexity 343.5686
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5900 train 5.909068 (lr=1.1900e-05) (hash(x)=151756013)
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6000 val loss 5.8803
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6000 val perplexity 357.8994
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6000 train 5.779049 (lr=9.7500e-06) (hash(x)=145414657)
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6000 val loss 5.8321
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6000 val perplexity 341.0894
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6000 train 5.732763 (lr=1.1375e-05) (hash(x)=145414657)
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6100 val loss 5.8751
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6100 val perplexity 356.0493
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6100 train 5.700992 (lr=9.3098e-06) (hash(x)=139501217)
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6100 val loss 5.8282
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6100 val perplexity 339.7401
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6100 train 5.652315 (lr=1.0861e-05) (hash(x)=139501217)
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6200 val loss 5.8671
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6200 val perplexity 353.2263
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6200 train 5.908251 (lr=8.8800e-06) (hash(x)=155783358)
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6200 val loss 5.8197
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6200 val perplexity 336.8552
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6200 train 5.859098 (lr=1.0360e-05) (hash(x)=155783358)
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6300 val loss 5.8604
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6300 val perplexity 350.8642
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6300 train 5.921547 (lr=8.4613e-06) (hash(x)=157033091)
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6300 val loss 5.8135
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6300 val perplexity 334.7826
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6300 train 5.880195 (lr=9.8715e-06) (hash(x)=157033091)
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6400 val loss 5.8582
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6400 val perplexity 350.0984
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6400 train 5.662329 (lr=8.0542e-06) (hash(x)=144475330)
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6400 val loss 5.8101
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6400 val perplexity 333.6645
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6400 train 5.613411 (lr=9.3966e-06) (hash(x)=144475330)
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6500 val loss 5.8514
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6500 val perplexity 347.7374
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6500 train 5.894106 (lr=7.6594e-06) (hash(x)=124041822)
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6500 val loss 5.8043
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6500 val perplexity 331.7292
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6500 train 5.851692 (lr=8.9359e-06) (hash(x)=124041822)
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6600 val loss 5.8488
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6600 val perplexity 346.8195
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6600 train 5.777397 (lr=7.2774e-06) (hash(x)=142131981)
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6600 val loss 5.8006
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6600 val perplexity 330.5139
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6600 train 5.729760 (lr=8.4903e-06) (hash(x)=142131981)
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6700 val loss 5.8397
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6700 val perplexity 343.6647
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6700 train 5.932328 (lr=6.9087e-06) (hash(x)=154916248)
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6700 val loss 5.7911
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6700 val perplexity 327.3885
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6700 train 5.880747 (lr=8.0602e-06) (hash(x)=154916248)
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6800 val loss 5.8399
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6800 val perplexity 343.7483
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6800 train 5.837266 (lr=6.5540e-06) (hash(x)=147996387)
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6800 val loss 5.7908
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6800 val perplexity 327.2812
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6800 train 5.789515 (lr=7.6463e-06) (hash(x)=147996387)
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|
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|
| 1 |
max_steps: 8750
|
|
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|
|
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|
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|
| 2 |
0 val loss 11.2669
|
| 3 |
0 val perplexity 78187.7734
|
| 4 |
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attention_kindselective_n_heads4_seed1345/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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version https://git-lfs.github.com/spec/v1
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+
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|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1345/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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