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Browse files- attention_kindselective_n_heads4_seed1339/args.json +1 -1
- attention_kindselective_n_heads4_seed1339/log2.txt +595 -603
- attention_kindselective_n_heads4_seed1339/model_02500.pt +1 -1
- attention_kindselective_n_heads4_seed1339/model_05000.pt +1 -1
- attention_kindselective_n_heads4_seed1339/model_07500.pt +1 -1
- attention_kindselective_n_heads4_seed1339/model_09999.pt +1 -1
- attention_kindselective_n_heads4_seed1339/optimizer_02500.pt +1 -1
- attention_kindselective_n_heads4_seed1339/optimizer_05000.pt +1 -1
- attention_kindselective_n_heads4_seed1339/optimizer_07500.pt +1 -1
- attention_kindselective_n_heads4_seed1339/optimizer_09999.pt +1 -1
attention_kindselective_n_heads4_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_6/attention_kindselective_n_heads4_seed1339", "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": 10000, "warmup_steps": 200, "group": "wider_is_better_6", "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": 40, "total_batch_size": 10240, "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_6/attention_kindselective_n_heads4_seed1339", "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": 10000, "warmup_steps": 200, "group": "wider_is_better_6", "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": 40, "total_batch_size": 10240, "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": "15e-5_10240_4_1339", "n_embd": 256}
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attention_kindselective_n_heads4_seed1339/log2.txt
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max_steps: 10000
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0 val loss 11.2766
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0 val perplexity 78951.9062
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9900 val perplexity 503.9033
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9900 train 6.376268 (lr=7.0162e-06) (hash(x)=48142455)
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9900 val loss 6.8939
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9900 val perplexity 986.2411
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9900 train 6.922864 (lr=5.0116e-06) (hash(x)=48142455)
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9999 val loss 6.2055
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9999 val perplexity 495.4679
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9999 val loss 6.8894
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9999 val perplexity 981.8267
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| 1 |
+
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| 2 |
max_steps: 10000
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100 val perplexity 12226.2285
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0 val loss 11.2766
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400 val loss 7.5602
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400 val perplexity 1920.2125
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100 val loss 9.0840
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100 val perplexity 8813.1025
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500 val loss 7.5149
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500 val perplexity 1835.2683
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600 val perplexity 1754.1002
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800 val loss 7.4002
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900 val loss 7.3485
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900 val perplexity 1553.9221
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600 val loss 7.5432
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600 val perplexity 1887.9182
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1000 val loss 7.3260
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