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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": 5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "5e-5_61440_4_1345", "n_embd": 256}
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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": 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_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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0 val loss 11.2669
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0 val perplexity 78187.7734
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| 1 |
max_steps: 8750
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| 2 |
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max_steps: 8750
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| 3 |
+
0 val loss 11.2669
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| 4 |
+
0 val perplexity 78187.7734
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| 5 |
0 val loss 11.2669
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| 6 |
0 val perplexity 78187.7734
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| 7 |
+
0 train 11.258430 (lr=7.0000e-08) (hash(x)=134751525)
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+
0 train 11.258430 (lr=6.0000e-08) (hash(x)=134751525)
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100 val loss 10.1750
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100 val perplexity 26239.3242
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100 val loss 10.2733
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100 val perplexity 28949.7637
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100 train 10.194183 (lr=7.0700e-06) (hash(x)=150358957)
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100 train 10.292044 (lr=6.0600e-06) (hash(x)=150358957)
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200 val loss 9.7819
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200 val perplexity 17709.6523
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200 val loss 9.6434
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200 val perplexity 15420.2432
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200 train 9.817169 (lr=1.2060e-05) (hash(x)=126319983)
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200 train 9.672717 (lr=1.4070e-05) (hash(x)=126319983)
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300 val loss 9.0849
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300 val perplexity 8821.1250
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300 train 9.013100 (lr=1.8060e-05) (hash(x)=159305874)
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300 val loss 8.6685
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300 val perplexity 5817.0503
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300 train 8.598497 (lr=2.1070e-05) (hash(x)=159305874)
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400 val loss 8.2047
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400 val perplexity 3658.1746
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400 train 8.218742 (lr=2.4060e-05) (hash(x)=149855631)
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400 val loss 7.8251
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400 val perplexity 2502.6160
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400 train 7.823033 (lr=2.8070e-05) (hash(x)=149855631)
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500 val loss 7.6848
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500 val perplexity 2175.0186
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+
500 train 7.707771 (lr=3.0000e-05) (hash(x)=150706760)
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+
500 val loss 7.5264
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+
500 val perplexity 1856.4717
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+
500 train 7.555436 (lr=3.5000e-05) (hash(x)=150706760)
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| 39 |
+
600 val loss 7.4936
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| 40 |
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