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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": 3.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "3.5e-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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| 1 |
max_steps: 8750
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| 2 |
+
max_steps: 8750
|
| 3 |
+
0 val loss 11.2831
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| 4 |
+
0 val perplexity 79466.0234
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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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0 train 11.285278 (lr=7.0000e-08) (hash(x)=145830960)
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0 train 11.285278 (lr=6.0000e-08) (hash(x)=145830960)
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100 val loss 10.1647
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| 10 |
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100 val perplexity 25971.0234
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+
100 train 10.198525 (lr=7.0700e-06) (hash(x)=144157453)
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| 12 |
+
100 val loss 10.2511
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+
100 val perplexity 28312.6055
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+
100 train 10.282244 (lr=6.0600e-06) (hash(x)=144157453)
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200 val loss 9.7081
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200 val perplexity 16450.9492
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+
200 train 9.747164 (lr=1.4070e-05) (hash(x)=146764602)
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| 18 |
+
200 val loss 9.8092
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+
200 val perplexity 18200.1836
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200 train 9.849621 (lr=1.2060e-05) (hash(x)=146764602)
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+
300 val loss 8.8063
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+
300 val perplexity 6676.1025
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300 train 8.721718 (lr=2.1070e-05) (hash(x)=140559124)
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300 val loss 9.0431
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+
300 val perplexity 8460.3369
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+
300 train 8.977057 (lr=1.8060e-05) (hash(x)=140559124)
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+
400 val loss 7.9303
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400 val perplexity 2780.2043
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400 train 8.263488 (lr=2.8070e-05) (hash(x)=166024176)
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400 val loss 8.1200
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+
400 val perplexity 3361.0332
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+
400 train 8.433102 (lr=2.4060e-05) (hash(x)=166024176)
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| 33 |
+
500 val loss 7.5507
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| 34 |
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500 val perplexity 1902.1611
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| 35 |
+
500 train 7.518233 (lr=3.5000e-05) (hash(x)=161040668)
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+
500 val loss 7.6197
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500 val perplexity 2037.9108
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500 train 7.589498 (lr=3.0000e-05) (hash(x)=161040668)
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| 39 |
+
600 val loss 7.4388
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| 40 |
+
600 val perplexity 1700.7233
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600 train 7.468059 (lr=3.4989e-05) (hash(x)=148878990)
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+
600 val loss 7.4876
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+
600 val perplexity 1785.7812
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+
600 train 7.517530 (lr=2.9990e-05) (hash(x)=148878990)
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| 45 |
+
700 val loss 7.3485
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| 46 |
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700 val perplexity 1553.8051
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| 47 |
+
700 train 7.329822 (lr=3.4954e-05) (hash(x)=150420695)
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| 48 |
+
700 val loss 7.4002
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