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attention_kindselective_n_heads4_seed1339/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/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": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "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": 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_1339", "n_embd": 256}
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/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": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "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": 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": 4.5e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "4.5e-5_61440_4_1339", "n_embd": 256}
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attention_kindselective_n_heads4_seed1339/log2.txt
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max_steps: 8750
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1900 val loss 6.4870
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1900 val perplexity 656.5473
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1900 train 6.404645 (lr=3.7502e-05) (hash(x)=141769419)
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0 val loss 11.2808
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0 val perplexity 79287.
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6400 train 5.555570 (lr=1.0739e-05) (hash(x)=146535423)
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4400 val loss 5.8864
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4400 val perplexity 360.1214
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4400 train 5.923263 (lr=2.9425e-05) (hash(x)=158418746)
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6500 val loss 5.7497
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6500 val perplexity 314.1065
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6500 train 5.620624 (lr=1.0213e-05) (hash(x)=145950843)
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4500 val loss 5.8788
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4500 val perplexity 357.3871
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4500 train 5.841973 (lr=2.8571e-05) (hash(x)=156695778)
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6600 val loss 5.7452
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6600 val perplexity 312.6862
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6600 train 5.642556 (lr=9.7032e-06) (hash(x)=141162902)
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4600 val loss 5.8646
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4600 val perplexity 352.3253
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4600 train 5.884218 (lr=2.7714e-05) (hash(x)=147791497)
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6700 val loss 5.7435
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6700 val perplexity 312.1676
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6700 train 5.656245 (lr=9.2116e-06) (hash(x)=153018737)
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4700 val loss 5.8486
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4700 val perplexity 346.7375
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4700 train 5.732183 (lr=2.6857e-05) (hash(x)=155533088)
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6800 val loss 5.7361
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6800 val perplexity 309.8445
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6800 train 5.663511 (lr=8.7387e-06) (hash(x)=155640155)
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4800 val loss 5.8401
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4800 val perplexity 343.7982
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4800 train 5.699566 (lr=2.6002e-05) (hash(x)=138350044)
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6900 val loss 5.7339
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6900 val perplexity 309.1730
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6900 train 5.701223 (lr=8.2849e-06) (hash(x)=153722115)
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4900 val loss 5.8266
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4900 val perplexity 339.2005
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4900 train 5.827739 (lr=2.5148e-05) (hash(x)=143735284)
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7000 val loss 5.7269
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7000 val perplexity 307.0191
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7000 train 5.635604 (lr=7.8510e-06) (hash(x)=146953450)
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5000 val loss 5.8136
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5000 val perplexity 334.8062
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5000 train 5.771458 (lr=2.4298e-05) (hash(x)=154976463)
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7100 val loss 5.7270
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7100 val perplexity 307.0580
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7100 train 5.561845 (lr=7.4377e-06) (hash(x)=137663885)
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5100 val loss 5.8073
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5100 val perplexity 332.7099
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5100 train 5.691780 (lr=2.3452e-05) (hash(x)=149894982)
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7200 val loss 5.7176
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7200 val perplexity 304.1624
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7200 train 5.780611 (lr=7.0455e-06) (hash(x)=146172950)
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5200 val loss 5.8004
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5200 val perplexity 330.4291
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5200 train 5.584211 (lr=2.2613e-05) (hash(x)=159326689)
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7300 val loss 5.7154
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7300 val perplexity 303.5107
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7300 train 5.605722 (lr=6.6749e-06) (hash(x)=150018163)
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5300 val loss 5.7876
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5300 val perplexity 326.2238
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5300 train 5.793699 (lr=2.1780e-05) (hash(x)=159484800)
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7400 val loss 5.7112
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7400 val perplexity 302.2303
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7400 train 5.707638 (lr=6.3266e-06) (hash(x)=145351166)
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5400 val loss 5.7735
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5400 val perplexity 321.6571
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5400 train 5.678544 (lr=2.0956e-05) (hash(x)=140385615)
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7500 val loss 5.7119
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7500 val perplexity 302.4439
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7500 train 5.492382 (lr=6.0010e-06) (hash(x)=145292116)
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5500 val loss 5.7677
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5500 val perplexity 319.7973
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5500 train 5.603406 (lr=2.0141e-05) (hash(x)=148498335)
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7600 val loss 5.7052
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7600 val perplexity 300.4154
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7600 train 5.625059 (lr=5.6986e-06) (hash(x)=150235132)
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5600 val loss 5.7657
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5600 val perplexity 319.1591
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5600 train 5.504023 (lr=1.9337e-05) (hash(x)=151907614)
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7700 val loss 5.7019
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7700 val perplexity 299.4479
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7700 train 5.611199 (lr=5.4198e-06) (hash(x)=154543455)
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5700 val loss 5.7550
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5700 val perplexity 315.7704
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5700 train 5.722241 (lr=1.8545e-05) (hash(x)=155192267)
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7800 val loss 5.6998
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7800 val perplexity 298.8089
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7800 train 5.596223 (lr=5.1650e-06) (hash(x)=142456852)
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5800 val loss 5.7419
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5800 val perplexity 311.6478
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5800 train 5.790777 (lr=1.7765e-05) (hash(x)=153132158)
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7900 val loss 5.7008
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7900 val perplexity 299.1197
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7900 train 5.484799 (lr=4.9347e-06) (hash(x)=147363479)
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5900 val loss 5.7398
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5900 val perplexity 311.0003
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5900 train 5.717348 (lr=1.7000e-05) (hash(x)=161446764)
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8000 val loss 5.6943
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8000 val perplexity 297.1720
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8000 train 5.726096 (lr=4.7291e-06) (hash(x)=156122973)
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6000 val loss 5.7350
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6000 val perplexity 309.5016
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6000 train 5.536606 (lr=1.6250e-05) (hash(x)=151512446)
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8100 val loss 5.6915
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8100 val perplexity 296.3289
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8100 train 5.735093 (lr=4.5486e-06) (hash(x)=156153179)
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6100 val loss 5.7231
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6100 val perplexity 305.8419
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6100 train 5.840291 (lr=1.5516e-05) (hash(x)=188094053)
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8200 val loss 5.6903
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8200 val perplexity 295.9858
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8200 train 5.730418 (lr=4.3933e-06) (hash(x)=146430698)
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6200 val loss 5.7147
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6200 val perplexity 303.2798
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6200 train 5.604211 (lr=1.4800e-05) (hash(x)=149389789)
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8300 val loss 5.6895
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8300 val perplexity 295.7574
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8300 train 5.553320 (lr=4.2636e-06) (hash(x)=143507257)
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6300 val loss 5.7076
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6300 val perplexity 301.1410
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6300 train 5.530816 (lr=1.4102e-05) (hash(x)=138212820)
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8400 val loss 5.6841
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8400 val perplexity 294.1438
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8400 train 5.753223 (lr=4.1596e-06) (hash(x)=166272643)
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6400 val loss 5.7063
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6400 val perplexity 300.7570
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6400 train 5.495872 (lr=1.3424e-05) (hash(x)=146535423)
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8500 val loss 5.6830
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8500 val perplexity 293.8261
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8500 train 5.585660 (lr=4.0815e-06) (hash(x)=143887848)
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6500 val loss 5.6980
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6500 val perplexity 298.2603
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6500 train 5.569312 (lr=1.2766e-05) (hash(x)=145950843)
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8600 val loss 5.6830
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8600 val perplexity 293.8326
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8600 train 5.728127 (lr=4.0294e-06) (hash(x)=156900341)
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6600 val loss 5.6921
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6600 val perplexity 296.5222
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6600 train 5.591072 (lr=1.2129e-05) (hash(x)=141162902)
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8700 val loss 5.6780
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8700 val perplexity 292.3772
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8700 train 5.916970 (lr=4.0033e-06) (hash(x)=146417632)
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8749 val loss 5.6773
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8749 val perplexity 292.1608
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6700 val loss 5.6888
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6700 val perplexity 295.5327
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|
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|
| 1 |
max_steps: 8750
|
|
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|
|
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|
| 2 |
0 val loss 11.2808
|
| 3 |
+
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|
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|
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| 8 |
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|
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|
| 10 |
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|
| 11 |
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|
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|
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|
| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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|
| 21 |
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|
| 22 |
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| 23 |
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|
| 24 |
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|
| 25 |
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| 26 |
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|
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| 30 |
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| 32 |
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| 35 |
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7600 val loss 5.6174
|
| 231 |
+
7600 val perplexity 275.1786
|
| 232 |
+
7600 train 5.533510 (lr=6.4109e-06) (hash(x)=150235132)
|
| 233 |
+
7700 val loss 5.6147
|
| 234 |
+
7700 val perplexity 274.4358
|
| 235 |
+
7700 train 5.519080 (lr=6.0972e-06) (hash(x)=154543455)
|
| 236 |
+
7800 val loss 5.6131
|
| 237 |
+
7800 val perplexity 273.9905
|
| 238 |
+
7800 train 5.514878 (lr=5.8107e-06) (hash(x)=142456852)
|
| 239 |
+
7900 val loss 5.6123
|
| 240 |
+
7900 val perplexity 273.7810
|
| 241 |
+
7900 train 5.390297 (lr=5.5515e-06) (hash(x)=147363479)
|
| 242 |
+
8000 val loss 5.6059
|
| 243 |
+
8000 val perplexity 272.0219
|
| 244 |
+
8000 train 5.638661 (lr=5.3203e-06) (hash(x)=156122973)
|
| 245 |
+
8100 val loss 5.6041
|
| 246 |
+
8100 val perplexity 271.5290
|
| 247 |
+
8100 train 5.650138 (lr=5.1172e-06) (hash(x)=156153179)
|
| 248 |
+
8200 val loss 5.6029
|
| 249 |
+
8200 val perplexity 271.2119
|
| 250 |
+
8200 train 5.651247 (lr=4.9425e-06) (hash(x)=146430698)
|
| 251 |
+
8300 val loss 5.6011
|
| 252 |
+
8300 val perplexity 270.7372
|
| 253 |
+
8300 train 5.470097 (lr=4.7966e-06) (hash(x)=143507257)
|
| 254 |
+
8400 val loss 5.5964
|
| 255 |
+
8400 val perplexity 269.4478
|
| 256 |
+
8400 train 5.624218 (lr=4.6796e-06) (hash(x)=166272643)
|
| 257 |
+
8500 val loss 5.5950
|
| 258 |
+
8500 val perplexity 269.0811
|
| 259 |
+
8500 train 5.498229 (lr=4.5917e-06) (hash(x)=143887848)
|
| 260 |
+
8600 val loss 5.5944
|
| 261 |
+
8600 val perplexity 268.9143
|
| 262 |
+
8600 train 5.633615 (lr=4.5330e-06) (hash(x)=156900341)
|
| 263 |
+
8700 val loss 5.5894
|
| 264 |
+
8700 val perplexity 267.5721
|
| 265 |
+
8700 train 5.830091 (lr=4.5037e-06) (hash(x)=146417632)
|
| 266 |
+
8749 val loss 5.5894
|
| 267 |
+
8749 val perplexity 267.5743
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attention_kindselective_n_heads4_seed1339/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 sha256:0e0998a3dbdb0477c922f88c6a1516669b2c479174b7ebe6f589d2a397b0bc9e
|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1339/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:d2a3f247d486e700d63788557e071c6feee4fce9929dc372541588e1855466f1
|
| 3 |
size 179406214
|