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attention_kindselective_n_heads4_seed1340/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1340", "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": 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": 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_seed1340", "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": 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": 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": 5.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "5.5e-5_61440_4_1340", "n_embd": 256}
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attention_kindselective_n_heads4_seed1340/log2.txt
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max_steps: 8750
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0 val loss 11.2709
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4400 val loss 6.0450
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5000 val loss 5.9401
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5000 val perplexity 394.8312
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5000 train 5.818519 (lr=1.4579e-05) (hash(x)=131475967)
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5100 val loss 5.9320
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5100 val loss 5.9694
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5700 train 5.829589 (lr=1.2981e-05) (hash(x)=156607405)
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5700 val loss 5.9220
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5700 train 5.870955 (lr=1.1127e-05) (hash(x)=156607405)
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5800 val loss 5.8736
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5800 train 5.641397 (lr=1.2436e-05) (hash(x)=145115031)
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5800 val loss 5.9151
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5800 val perplexity 370.6071
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5800 train 5.676248 (lr=1.0659e-05) (hash(x)=145115031)
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5900 val loss 5.8659
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5900 val perplexity 352.7947
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5900 train 5.737990 (lr=1.1900e-05) (hash(x)=141584622)
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5900 val loss 5.9075
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5900 val perplexity 367.7683
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5900 train 5.776842 (lr=1.0200e-05) (hash(x)=141584622)
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6000 val loss 5.8580
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6000 val perplexity 350.0075
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6000 train 5.787103 (lr=1.1375e-05) (hash(x)=146613857)
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6000 val loss 5.9002
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6000 val perplexity 365.0927
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6000 train 5.830695 (lr=9.7500e-06) (hash(x)=146613857)
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6100 val loss 5.8535
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6100 val perplexity 348.4407
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6100 train 5.786377 (lr=1.0861e-05) (hash(x)=144621768)
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6100 val loss 5.8963
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6100 val perplexity 363.7028
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6100 train 5.814258 (lr=9.3098e-06) (hash(x)=144621768)
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6200 val loss 5.8504
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6200 val perplexity 347.3798
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6200 train 5.775459 (lr=1.0360e-05) (hash(x)=146521760)
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6200 val loss 5.8932
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6200 val perplexity 362.5698
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6200 train 5.820045 (lr=8.8800e-06) (hash(x)=146521760)
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6300 val loss 5.8390
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6300 val perplexity 343.4239
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6300 train 5.671170 (lr=9.8715e-06) (hash(x)=161378136)
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6300 val loss 5.8837
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6300 val perplexity 359.1181
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6300 train 5.718021 (lr=8.4613e-06) (hash(x)=161378136)
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6400 val loss 5.8362
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6400 val perplexity 342.4716
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6400 train 5.602135 (lr=9.3966e-06) (hash(x)=141624235)
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6400 val loss 5.8797
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6400 val perplexity 357.7079
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6400 train 5.647285 (lr=8.0542e-06) (hash(x)=141624235)
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6500 val loss 5.8298
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6500 val perplexity 340.3030
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6500 train 5.743033 (lr=8.9359e-06) (hash(x)=151197095)
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6500 val loss 5.8733
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6500 val perplexity 355.4235
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6500 train 5.777500 (lr=7.6594e-06) (hash(x)=151197095)
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6600 val loss 5.8275
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6600 val perplexity 339.4921
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6600 train 5.840244 (lr=8.4903e-06) (hash(x)=153269571)
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6600 val loss 5.8719
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6600 val perplexity 354.9266
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6600 train 5.881926 (lr=7.2774e-06) (hash(x)=153269571)
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6700 val loss 5.8217
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6700 val perplexity 337.5518
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6700 train 5.783973 (lr=8.0602e-06) (hash(x)=146111181)
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6700 val loss 5.8653
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6700 val perplexity 352.5977
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6700 train 5.830712 (lr=6.9087e-06) (hash(x)=146111181)
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6800 val loss 5.8137
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6800 val perplexity 334.8429
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6800 train 5.840888 (lr=7.6463e-06) (hash(x)=147269760)
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6800 val loss 5.8585
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6800 val perplexity 350.1996
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6800 train 5.885352 (lr=6.5540e-06) (hash(x)=147269760)
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attention_kindselective_n_heads4_seed1340/model_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
| 3 |
size 92843394
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:a2b41aec4b5aa02ea394f501290423bcd9f8ce3f46e72eca126939a6364eda72
|
| 3 |
size 92843394
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attention_kindselective_n_heads4_seed1340/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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size 179406214
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