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attention_kindselective_n_heads4_seed1338/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1338", "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": 1338, "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_seed1338", "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": 1338, "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_1338", "n_embd": 256}
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attention_kindselective_n_heads4_seed1338/log2.txt
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max_steps: 8750
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0 val loss 11.2647
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0 val perplexity 78014.9766
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0 train 11.267745 (lr=
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100 val loss
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100 train 10.
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200 val loss 9.
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200 train 9.
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300 val loss 8.
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300 train 8.
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400 val loss 7.
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400 train 7.
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500 val loss 7.
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500 train 7.
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600 val loss 7.
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600 train 7.
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700 val loss 7.
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700 train 7.
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800 val loss 7.
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800 train 7.
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900 val loss 7.
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900 train
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1000 val loss 7.
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1000 train 6.
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1100 val loss
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1200 val loss 6.
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1200 train 6.
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1300 val loss 6.
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1300 val perplexity
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1300 train 6.
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1400 val loss 6.
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1400 train 6.
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1500 val loss 6.
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1500 val perplexity
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1500 train 6.
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1600
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| 1 |
max_steps: 8750
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| 2 |
+
2000 val loss 6.4370
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| 3 |
+
2000 val perplexity 624.5455
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| 4 |
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2000 train 6.371128 (lr=3.7143e-05) (hash(x)=158245023)
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0 val loss 11.2647
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| 6 |
0 val perplexity 78014.9766
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| 7 |
+
2100 val loss 6.3948
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2100 val perplexity 598.6997
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| 9 |
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2100 train 6.215977 (lr=3.6761e-05) (hash(x)=157204896)
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| 10 |
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0 train 11.267745 (lr=1.0000e-07) (hash(x)=150327452)
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| 11 |
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2200 val loss 6.3725
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2200 val perplexity 585.5281
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| 13 |
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2200 train 6.217300 (lr=3.6358e-05) (hash(x)=137541932)
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100 val loss 9.9617
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100 val perplexity 21199.5801
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100 train 10.014555 (lr=1.0100e-05) (hash(x)=166780046)
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2300 val loss 6.3442
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2300 val perplexity 569.1939
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2300 train 6.298882 (lr=3.5935e-05) (hash(x)=150149692)
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| 20 |
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200 val loss 9.2487
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| 21 |
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200 val perplexity 10391.1982
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| 22 |
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200 train 9.198502 (lr=2.0100e-05) (hash(x)=155040610)
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| 23 |
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2400 val loss 6.3008
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| 24 |
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2400 val perplexity 545.0193
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| 25 |
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2400 train 6.289979 (lr=3.5491e-05) (hash(x)=151730720)
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| 26 |
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300 val loss 8.1647
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| 27 |
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300 val perplexity 3514.8396
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300 train 8.169972 (lr=3.0100e-05) (hash(x)=155504036)
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2500 val loss 6.2774
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| 30 |
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2500 val perplexity 532.3767
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| 31 |
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2500 train 6.057900 (lr=3.5027e-05) (hash(x)=143406752)
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| 32 |
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400 val loss 7.5999
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| 33 |
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400 val perplexity 1998.0118
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| 34 |
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400 train 7.465411 (lr=4.0100e-05) (hash(x)=143823248)
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| 35 |
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2600 val loss 6.2626
|
| 36 |
+
2600 val perplexity 524.5986
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| 37 |
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2600 train 6.088369 (lr=3.4545e-05) (hash(x)=157272496)
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| 38 |
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500 val loss 7.4464
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| 39 |
+
500 val perplexity 1713.7411
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| 40 |
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500 train 7.412394 (lr=5.0000e-05) (hash(x)=143734685)
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| 41 |
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2700 val loss 6.2352
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| 42 |
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2700 val perplexity 510.3958
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| 43 |
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2700 train 6.233461 (lr=3.4044e-05) (hash(x)=155342327)
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| 44 |
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600 val loss 7.3773
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| 45 |
+
600 val perplexity 1599.2358
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| 46 |
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600 train 7.154145 (lr=4.9984e-05) (hash(x)=150678249)
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| 47 |
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2800 val loss 6.2037
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| 48 |
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2800 val perplexity 494.5931
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| 49 |
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2800 train 6.083380 (lr=3.3526e-05) (hash(x)=140626679)
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| 50 |
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700 val loss 7.2967
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| 51 |
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700 val perplexity 1475.4744
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| 52 |
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700 train 7.442945 (lr=4.9935e-05) (hash(x)=175802021)
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| 53 |
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2900 val loss 6.1842
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| 54 |
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2900 val perplexity 485.0013
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| 55 |
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2900 train 6.041373 (lr=3.2992e-05) (hash(x)=144953350)
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| 56 |
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800 val loss 7.1922
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| 57 |
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800 val perplexity 1329.0032
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| 58 |
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800 train 7.206111 (lr=4.9853e-05) (hash(x)=158681215)
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| 59 |
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3000 val loss 6.1690
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| 60 |
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3000 val perplexity 477.6920
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| 61 |
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3000 train 6.072640 (lr=3.2441e-05) (hash(x)=172449837)
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| 62 |
+
900 val loss 7.1072
|
| 63 |
+
900 val perplexity 1220.7802
|
| 64 |
+
900 train 6.997451 (lr=4.9739e-05) (hash(x)=146108145)
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| 65 |
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3100 val loss 6.1653
|
| 66 |
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3100 val perplexity 475.9668
|
| 67 |
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3100 train 5.957810 (lr=3.1875e-05) (hash(x)=141710086)
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| 68 |
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1000 val loss 7.0298
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| 69 |
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1000 val perplexity 1129.8363
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| 70 |
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1000 train 6.867131 (lr=4.9593e-05) (hash(x)=154996086)
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| 71 |
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3200 val loss 6.1250
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| 72 |
+
3200 val perplexity 457.1336
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| 73 |
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3200 train 6.054896 (lr=3.1295e-05) (hash(x)=151299772)
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| 74 |
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1100 val loss 6.9379
|
| 75 |
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1100 val perplexity 1030.5953
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| 76 |
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1100 train 6.917721 (lr=4.9415e-05) (hash(x)=153885445)
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| 77 |
+
3300 val loss 6.1114
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| 78 |
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3300 val perplexity 450.9624
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| 79 |
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3300 train 5.977787 (lr=3.0702e-05) (hash(x)=146473110)
|
| 80 |
+
1200 val loss 6.8587
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| 81 |
+
1200 val perplexity 952.1497
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| 82 |
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1200 train 6.820927 (lr=4.9205e-05) (hash(x)=142353087)
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| 83 |
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3400 val loss 6.0891
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| 84 |
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3400 val perplexity 441.0146
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| 85 |
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3400 train 6.166475 (lr=3.0095e-05) (hash(x)=153954157)
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| 86 |
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1300 val loss 6.7949
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| 87 |
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1300 val perplexity 893.2373
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| 88 |
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1300 train 6.699144 (lr=4.8964e-05) (hash(x)=150750353)
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| 89 |
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3500 val loss 6.0733
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| 90 |
+
3500 val perplexity 434.1111
|
| 91 |
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3500 train 6.005799 (lr=2.9477e-05) (hash(x)=153717336)
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| 92 |
+
1400 val loss 6.7528
|
| 93 |
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1400 val perplexity 856.4910
|
| 94 |
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1400 train 6.573970 (lr=4.8691e-05) (hash(x)=152767913)
|
| 95 |
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3600 val loss 6.0607
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| 96 |
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3600 val perplexity 428.6727
|
| 97 |
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3600 train 5.809951 (lr=2.8849e-05) (hash(x)=144965161)
|
| 98 |
+
1500 val loss 6.6831
|
| 99 |
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1500 val perplexity 798.7867
|
| 100 |
+
1500 train 6.727711 (lr=4.8388e-05) (hash(x)=151562048)
|
| 101 |
+
3700 val loss 6.0523
|
| 102 |
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3700 val perplexity 425.0963
|
| 103 |
+
3700 train 5.825770 (lr=2.8210e-05) (hash(x)=125969741)
|
| 104 |
+
1600 val loss 6.6191
|
| 105 |
+
1600 val perplexity 749.2616
|
| 106 |
+
1600 train 6.620916 (lr=4.8055e-05) (hash(x)=166486165)
|
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+
8700 val perplexity 301.1422
|
| 400 |
+
8700 train 5.898399 (lr=4.0033e-06) (hash(x)=152910357)
|
| 401 |
+
8749 val loss 5.7076
|
| 402 |
+
8749 val perplexity 301.1334
|
| 403 |
+
6500 val loss 5.7571
|
| 404 |
+
6500 val perplexity 316.4409
|
| 405 |
+
6500 train 5.723630 (lr=1.2766e-05) (hash(x)=159437208)
|
| 406 |
+
6600 val loss 5.7538
|
| 407 |
+
6600 val perplexity 315.3894
|
| 408 |
+
6600 train 5.563268 (lr=1.2129e-05) (hash(x)=157933074)
|
attention_kindselective_n_heads4_seed1338/model_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 92843394
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5d9aea93b1a4a003ae1bb2610aa8e99a57ab1cbb4737ed231f282363c6467892
|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1338/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 179406214
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b8ad9c642a2e4de42b4ccaecdd362a1673e76da42d6280c1a1635b4fe2515f05
|
| 3 |
size 179406214
|