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Browse files- attention_kindselective_n_heads2_seed1340/args.json +1 -1
- attention_kindselective_n_heads2_seed1340/dataloader_00999.pt +1 -1
- attention_kindselective_n_heads2_seed1340/log2.txt +32 -52
- attention_kindselective_n_heads2_seed1340/model_00999.pt +1 -1
- attention_kindselective_n_heads2_seed1340/optimizer_00999.pt +1 -1
attention_kindselective_n_heads2_seed1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_2/attention_kindselective_n_heads2_seed1340", "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": 1340, "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_seed1340", "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": 1340, "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_1340", "n_embd": 128}
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attention_kindselective_n_heads2_seed1340/dataloader_00999.pt
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attention_kindselective_n_heads2_seed1340/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 7.642048 (lr=8.2500e-05) (hash(x)=111869413)
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650 val loss 7.5746
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650 val perplexity 1948.1482
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700 val loss 7.5607
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700 val perplexity 1921.2594
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700 train 7.497701 (lr=5.6669e-05) (hash(x)=102988617)
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750 val loss 7.5448
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750 val perplexity 1890.8264
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800 val loss 7.5325
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800 val perplexity 1867.7794
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800 train 7.752382 (lr=3.4770e-05) (hash(x)=112812937)
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850 val loss 7.5270
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850 val perplexity 1857.4615
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900 val loss 7.5220
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900 val perplexity 1848.2378
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900 train 7.442432 (lr=2.0138e-05) (hash(x)=100208804)
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950 val loss 7.5186
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950 val perplexity 1841.9471
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999 val loss 7.5168
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999 val perplexity 1838.6222
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max_steps: 1000
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0 val loss 11.8210
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0 val perplexity 136085.8281
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0 train 11.833096 (lr=7.5000e-07) (hash(x)=164406924)
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100 val loss 8.9386
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100 val perplexity 7620.5469
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100 train 9.338764 (lr=7.5750e-05) (hash(x)=177407419)
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200 val loss 7.6507
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200 val perplexity 2102.1758
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200 train 7.564567 (lr=1.5000e-04) (hash(x)=144903932)
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300 val loss 7.6006
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300 val perplexity 1999.4196
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300 train 7.959331 (lr=1.4486e-04) (hash(x)=173839165)
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400 val loss 7.5781
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400 val perplexity 1954.9889
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400 train 7.667082 (lr=1.3023e-04) (hash(x)=167734596)
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500 val loss 7.5509
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500 val perplexity 1902.5231
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500 train 7.567864 (lr=1.0833e-04) (hash(x)=153224076)
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600 val loss 7.4864
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600 val perplexity 1783.6138
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600 train 7.387994 (lr=8.2500e-05) (hash(x)=149619098)
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700 val loss 7.4559
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700 val perplexity 1729.9689
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700 train 7.393428 (lr=5.6669e-05) (hash(x)=146539909)
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800 val loss 7.4234
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800 val perplexity 1674.7809
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800 train 7.390232 (lr=3.4770e-05) (hash(x)=153710890)
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900 val loss 7.4136
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900 val perplexity 1658.3834
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900 train 7.366385 (lr=2.0138e-05) (hash(x)=155873620)
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999 val loss 7.3940
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999 val perplexity 1626.1406
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attention_kindselective_n_heads2_seed1340/model_00999.pt
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attention_kindselective_n_heads2_seed1340/optimizer_00999.pt
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