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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": 5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "5e-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
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600 val loss 7.
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600 val perplexity
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600 train 7.
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| 1 |
max_steps: 8750
|
| 2 |
+
200 val loss 9.5917
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| 3 |
+
200 val perplexity 14642.5957
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| 4 |
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200 train 9.630045 (lr=1.6080e-05) (hash(x)=146764602)
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| 5 |
0 val loss 11.2831
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| 6 |
+
0 val perplexity 79466.0234
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| 7 |
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300 val loss 8.5257
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| 8 |
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300 val perplexity 5042.8242
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| 9 |
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300 train 8.421991 (lr=2.4080e-05) (hash(x)=140559124)
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| 10 |
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0 train 11.285278 (lr=1.0000e-07) (hash(x)=145830960)
|
| 11 |
+
400 val loss 7.7028
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| 12 |
+
400 val perplexity 2214.5776
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| 13 |
+
400 train 8.064939 (lr=3.2080e-05) (hash(x)=166024176)
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| 14 |
+
100 val loss 10.0381
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| 15 |
+
100 val perplexity 22882.0020
|
| 16 |
+
100 train 10.072891 (lr=1.0100e-05) (hash(x)=144157453)
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| 17 |
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500 val loss 7.4824
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| 18 |
+
500 val perplexity 1776.5195
|
| 19 |
+
500 train 7.453581 (lr=4.0000e-05) (hash(x)=161040668)
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| 20 |
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200 val loss 9.3307
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| 21 |
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200 val perplexity 11278.5498
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| 22 |
+
200 train 9.366409 (lr=2.0100e-05) (hash(x)=146764602)
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| 23 |
+
600 val loss 7.3866
|
| 24 |
+
600 val perplexity 1614.1600
|
| 25 |
+
600 train 7.406942 (lr=3.9987e-05) (hash(x)=148878990)
|
| 26 |
+
300 val loss 8.1109
|
| 27 |
+
300 val perplexity 3330.7200
|
| 28 |
+
300 train 7.960665 (lr=3.0100e-05) (hash(x)=140559124)
|
| 29 |
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700 val loss 7.2836
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| 30 |
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700 val perplexity 1456.2139
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| 31 |
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700 train 7.265226 (lr=3.9948e-05) (hash(x)=150420695)
|
| 32 |
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400 val loss 7.5387
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| 33 |
+
400 val perplexity 1879.4033
|
| 34 |
+
400 train 7.929288 (lr=4.0100e-05) (hash(x)=166024176)
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| 35 |
+
800 val loss 7.1846
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| 36 |
+
800 val perplexity 1319.0261
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| 37 |
+
800 train 7.157286 (lr=3.9883e-05) (hash(x)=151995229)
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| 38 |
+
500 val loss 7.4256
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| 39 |
+
500 val perplexity 1678.3735
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| 40 |
+
500 train 7.395220 (lr=5.0000e-05) (hash(x)=161040668)
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| 41 |
+
900 val loss 7.0973
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| 42 |
+
900 val perplexity 1208.6497
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| 43 |
+
900 train 6.848862 (lr=3.9792e-05) (hash(x)=139853932)
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| 44 |
+
600 val loss 7.3370
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| 45 |
+
600 val perplexity 1536.0286
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| 46 |
+
600 train 7.340587 (lr=4.9984e-05) (hash(x)=148878990)
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| 47 |
+
1000 val loss 6.9982
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| 48 |
+
1000 val perplexity 1094.6145
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| 49 |
+
1000 train 7.201624 (lr=3.9675e-05) (hash(x)=174104207)
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| 50 |
+
700 val loss 7.2297
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| 51 |
+
700 val perplexity 1379.8744
|
| 52 |
+
700 train 7.214864 (lr=4.9935e-05) (hash(x)=150420695)
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| 53 |
+
1100 val loss 6.9161
|
| 54 |
+
1100 val perplexity 1008.4128
|
| 55 |
+
1100 train 6.749304 (lr=3.9532e-05) (hash(x)=146275038)
|
| 56 |
+
800 val loss 7.1343
|
| 57 |
+
800 val perplexity 1254.2781
|
| 58 |
+
800 train 7.107428 (lr=4.9853e-05) (hash(x)=151995229)
|
| 59 |
+
1200 val loss 6.8534
|
| 60 |
+
1200 val perplexity 947.0867
|
| 61 |
+
1200 train 6.625364 (lr=3.9364e-05) (hash(x)=141403655)
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| 62 |
+
900 val loss 7.0693
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| 63 |
+
900 val perplexity 1175.3370
|
| 64 |
+
900 train 6.814147 (lr=4.9739e-05) (hash(x)=139853932)
|
| 65 |
+
1300 val loss 6.7709
|
| 66 |
+
1300 val perplexity 872.0862
|
| 67 |
+
1300 train 6.850709 (lr=3.9171e-05) (hash(x)=173675040)
|
| 68 |
+
1000 val loss 7.0031
|
| 69 |
+
1000 val perplexity 1100.0358
|
| 70 |
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