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Browse files- attention_kindselective_n_heads2_seed1339/args.json +1 -1
- attention_kindselective_n_heads2_seed1339/dataloader_00999.pt +1 -1
- attention_kindselective_n_heads2_seed1339/log2.txt +32 -52
- attention_kindselective_n_heads2_seed1339/model_00999.pt +1 -1
- attention_kindselective_n_heads2_seed1339/optimizer_00999.pt +1 -1
attention_kindselective_n_heads2_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_2/attention_kindselective_n_heads2_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 1000, "warmup_steps": 200, "group": "wider_is_better_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "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":
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_2/attention_kindselective_n_heads2_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 1000, "warmup_steps": 200, "group": "wider_is_better_2", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "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": 30720, "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": 0.00015, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "1.5e-4_30720_2_1339", "n_embd": 128}
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attention_kindselective_n_heads2_seed1339/dataloader_00999.pt
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attention_kindselective_n_heads2_seed1339/log2.txt
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max_steps: 1000
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0 val loss 11.
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0 train 11.
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600 train 7.674348 (lr=8.2500e-05) (hash(x)=100769188)
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650 val loss 7.6124
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650 val perplexity 2023.1761
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700 val loss 7.6120
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700 val perplexity 2022.3361
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700 train 7.566431 (lr=5.6669e-05) (hash(x)=102854282)
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750 val loss 7.6004
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750 val perplexity 1999.0525
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800 val loss 7.5911
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800 val perplexity 1980.5055
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800 train 7.497270 (lr=3.4770e-05) (hash(x)=99815715)
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850 val loss 7.5890
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850 val perplexity 1976.2594
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900 val loss 7.5804
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900 val perplexity 1959.4106
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900 train 7.345047 (lr=2.0138e-05) (hash(x)=96846928)
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950 val loss 7.5746
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950 val perplexity 1948.0265
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999 val loss 7.5653
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999 val perplexity 1929.9879
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max_steps: 1000
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0 val loss 11.7467
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0 val perplexity 126331.5391
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0 train 11.740535 (lr=7.5000e-07) (hash(x)=150724848)
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100 val loss 9.5441
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100 val perplexity 13962.1650
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100 train 9.588784 (lr=7.5750e-05) (hash(x)=149217061)
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200 val loss 7.7467
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200 val perplexity 2313.9080
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200 train 7.728883 (lr=1.5000e-04) (hash(x)=149910534)
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300 val loss 7.6659
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300 val perplexity 2134.2258
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300 train 7.542049 (lr=1.4486e-04) (hash(x)=142185643)
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400 val loss 7.6514
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400 val perplexity 2103.6157
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400 train 7.689255 (lr=1.3023e-04) (hash(x)=148123706)
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500 val loss 7.6465
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500 val perplexity 2093.3313
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500 train 7.502706 (lr=1.0833e-04) (hash(x)=149952383)
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600 val loss 7.6388
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600 val perplexity 2077.1519
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600 train 7.447033 (lr=8.2500e-05) (hash(x)=146678221)
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700 val loss 7.5877
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700 val perplexity 1973.6790
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700 train 7.608317 (lr=5.6669e-05) (hash(x)=156180736)
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800 val loss 7.5683
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800 val perplexity 1935.7953
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800 train 7.559825 (lr=3.4770e-05) (hash(x)=151700982)
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900 val loss 7.5518
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900 val perplexity 1904.2003
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900 train 7.377645 (lr=2.0138e-05) (hash(x)=147288467)
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999 val loss 7.5496
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999 val perplexity 1899.9149
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attention_kindselective_n_heads2_seed1339/model_00999.pt
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attention_kindselective_n_heads2_seed1339/optimizer_00999.pt
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