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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": 6e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "6e-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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200 val loss 9.5917
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200 val perplexity 14642.5957
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200 train 9.630045 (lr=1.6080e-05) (hash(x)=146764602)
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0 val loss 11.2831
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600 val loss 7.
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600 train 7.
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4700 train 5.643782 (lr=2.1486e-05) (hash(x)=139398510)
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4400 val loss 5.9390
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4400 val perplexity 379.5455
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4400 train 5.811529 (lr=2.9425e-05) (hash(x)=142731201)
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4500 val loss 5.9237
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4900 val loss 5.8631
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5000 val loss 5.8568
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5000 val perplexity 349.6060
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5000 train 6.100023 (lr=1.9438e-05) (hash(x)=148919005)
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4700 val loss 5.9007
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4700 val perplexity 365.2940
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5100 val loss 5.8488
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5100 val perplexity 346.8314
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4800 val loss 5.8867
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4800 val perplexity 360.2307
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4800 train 5.943976 (lr=2.6002e-05) (hash(x)=140893236)
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5200 val loss 5.8502
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5200 train 5.655197 (lr=1.8090e-05) (hash(x)=143162650)
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4900 val loss 5.8698
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4900 val perplexity 354.1944
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4900 train 5.770061 (lr=2.5148e-05) (hash(x)=153747830)
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5300 val loss 5.8282
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5300 val perplexity 339.7482
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5300 train 5.886518 (lr=1.7424e-05) (hash(x)=148546849)
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5000 val loss 5.8572
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5000 val perplexity 349.7294
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5000 train 6.099062 (lr=2.4298e-05) (hash(x)=148919005)
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5400 val loss 5.8173
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5400 val perplexity 336.0493
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5400 train 5.671466 (lr=1.6765e-05) (hash(x)=143492259)
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5100 val loss 5.8483
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5100 val perplexity 346.6322
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5500 val loss 5.8143
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5500 val perplexity 335.0696
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5500 train 5.568772 (lr=1.6113e-05) (hash(x)=141023941)
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5200 val loss 5.8518
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5200 train 5.653669 (lr=2.2613e-05) (hash(x)=143162650)
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5600 val loss 5.8109
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5600 val perplexity 333.9080
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5300 val loss 5.8263
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5300 train 5.889111 (lr=2.1780e-05) (hash(x)=148546849)
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5700 val loss 5.7951
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5800 val loss 5.7882
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5800 train 5.470370 (lr=1.4212e-05) (hash(x)=140035522)
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5500 val loss 5.8084
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5500 val perplexity 333.0947
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5500 train 5.565637 (lr=2.0141e-05) (hash(x)=141023941)
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5900 val loss 5.7848
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5900 val perplexity 325.3286
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5900 train 5.537515 (lr=1.3600e-05) (hash(x)=154752726)
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5600 val loss 5.8085
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5600 val perplexity 333.1090
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5600 train 5.685212 (lr=1.9337e-05) (hash(x)=142065021)
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6000 val loss 5.7838
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6000 val perplexity 324.9914
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6000 train 5.811926 (lr=1.3000e-05) (hash(x)=158715824)
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5700 val loss 5.7899
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5700 val perplexity 326.9874
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5700 train 5.669137 (lr=1.8545e-05) (hash(x)=145749913)
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6100 val loss 5.7704
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6100 val perplexity 320.6667
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6100 train 5.785007 (lr=1.2413e-05) (hash(x)=137413820)
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5800 val loss 5.7829
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5800 val perplexity 324.7016
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5800 train 5.465841 (lr=1.7765e-05) (hash(x)=140035522)
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6200 val loss 5.7627
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6200 val perplexity 318.1954
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6200 train 5.680292 (lr=1.1840e-05) (hash(x)=151507523)
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5900 val loss 5.7770
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5900 val perplexity 322.7901
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5900 train 5.525473 (lr=1.7000e-05) (hash(x)=154752726)
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6300 val loss 5.7615
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6300 val perplexity 317.8233
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6300 train 5.529540 (lr=1.1282e-05) (hash(x)=147514617)
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6000 val loss 5.7735
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6000 val perplexity 321.6488
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6000 train 5.798147 (lr=1.6250e-05) (hash(x)=158715824)
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6400 val loss 5.7574
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6400 val perplexity 316.5249
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6400 train 5.762690 (lr=1.0739e-05) (hash(x)=151604465)
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6100 val loss 5.7618
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6100 val perplexity 317.9291
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6100 train 5.776758 (lr=1.5516e-05) (hash(x)=137413820)
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6500 val loss 5.7473
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6500 val perplexity 313.3486
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6500 train 5.805442 (lr=1.0213e-05) (hash(x)=144515881)
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6200 val loss 5.7522
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6200 val perplexity 314.8702
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6200 train 5.669681 (lr=1.4800e-05) (hash(x)=151507523)
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6600 val loss 5.7416
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6600 val perplexity 311.5598
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6300 val loss 5.7512
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6300 val perplexity 314.5645
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6600 train 5.532074 (lr=9.7032e-06) (hash(x)=136948374)
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6300 train 5.526007 (lr=1.4102e-05) (hash(x)=147514617)
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6700 val loss 5.7411
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6700 val perplexity 311.3926
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6400 val loss 5.7485
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6400 val perplexity 313.7257
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6700 train 5.550056 (lr=9.2116e-06) (hash(x)=146268592)
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6400 train 5.760475 (lr=1.3424e-05) (hash(x)=151604465)
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6800 val loss 5.7322
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6800 val perplexity 308.6383
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6500 val loss 5.7388
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6500 val perplexity 310.6908
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6800 train 5.683815 (lr=8.7387e-06) (hash(x)=152676836)
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6500 train 5.794615 (lr=1.2766e-05) (hash(x)=144515881)
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6900 val loss 5.7256
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6900 val perplexity 306.6284
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6900 train 5.647960 (lr=8.2849e-06) (hash(x)=134657776)
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6600 val loss 5.7305
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6600 val perplexity 308.1154
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6600 train 5.523883 (lr=1.2129e-05) (hash(x)=136948374)
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7000 val loss 5.7219
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7000 val perplexity 305.4925
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7000 train 5.691176 (lr=7.8510e-06) (hash(x)=166721861)
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6700 val loss 5.7292
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6700 val perplexity 307.7284
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6700 train 5.533874 (lr=1.1515e-05) (hash(x)=146268592)
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7100 val loss 5.7214
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7100 val perplexity 305.3211
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7100 train 5.526393 (lr=7.4377e-06) (hash(x)=135496702)
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| 1 |
max_steps: 8750
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|
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|
| 2 |
0 val loss 11.2831
|
| 3 |
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|
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attention_kindselective_n_heads4_seed1344/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 sha256:9ddff7320ee65678a2b50a72c78cd50cfd2bf2009a28ef223a000cf8ae65ce84
|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1344/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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