diff --git "a/checkpoint-18000/trainer_state.json" "b/checkpoint-18000/trainer_state.json"
new file mode 100644--- /dev/null
+++ "b/checkpoint-18000/trainer_state.json"
@@ -0,0 +1,16216 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 13.883532587736212,
+  "global_step": 18000,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.01,
+      "learning_rate": 5e-07,
+      "loss": 10.4763,
+      "mlm_loss": 10.4763,
+      "step": 10
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.02,
+      "learning_rate": 1e-06,
+      "loss": 10.3052,
+      "mlm_loss": 10.3052,
+      "step": 20
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.02,
+      "learning_rate": 1.5e-06,
+      "loss": 9.9641,
+      "mlm_loss": 9.9641,
+      "step": 30
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.03,
+      "learning_rate": 2e-06,
+      "loss": 9.5354,
+      "mlm_loss": 9.5354,
+      "step": 40
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.04,
+      "learning_rate": 2.5e-06,
+      "loss": 9.1346,
+      "mlm_loss": 9.1346,
+      "step": 50
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.05,
+      "learning_rate": 3e-06,
+      "loss": 8.8162,
+      "mlm_loss": 8.8162,
+      "step": 60
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.05,
+      "learning_rate": 3.5e-06,
+      "loss": 8.558,
+      "mlm_loss": 8.558,
+      "step": 70
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.06,
+      "learning_rate": 4e-06,
+      "loss": 8.3459,
+      "mlm_loss": 8.3459,
+      "step": 80
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.07,
+      "learning_rate": 4.5e-06,
+      "loss": 8.175,
+      "mlm_loss": 8.175,
+      "step": 90
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.08,
+      "learning_rate": 5e-06,
+      "loss": 8.0255,
+      "mlm_loss": 8.0255,
+      "step": 100
+    },
+    {
+      "epoch": 0.08,
+      "eval_ep_loss": -0.14438027143478394,
+      "eval_loss": 7.826408386230469,
+      "eval_mlm_loss": 7.826408386230469,
+      "eval_runtime": 63.5165,
+      "eval_samples_per_second": 1100.014,
+      "eval_steps_per_second": 0.551,
+      "step": 100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.08,
+      "learning_rate": 5.5e-06,
+      "loss": 7.8979,
+      "mlm_loss": 7.8979,
+      "step": 110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.09,
+      "learning_rate": 6e-06,
+      "loss": 7.7543,
+      "mlm_loss": 7.7543,
+      "step": 120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.1,
+      "learning_rate": 6.5e-06,
+      "loss": 7.5942,
+      "mlm_loss": 7.5942,
+      "step": 130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.11,
+      "learning_rate": 7e-06,
+      "loss": 7.4304,
+      "mlm_loss": 7.4304,
+      "step": 140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.12,
+      "learning_rate": 7.5e-06,
+      "loss": 7.1862,
+      "mlm_loss": 7.1862,
+      "step": 150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.12,
+      "learning_rate": 8e-06,
+      "loss": 6.924,
+      "mlm_loss": 6.924,
+      "step": 160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.13,
+      "learning_rate": 8.500000000000002e-06,
+      "loss": 6.6521,
+      "mlm_loss": 6.6521,
+      "step": 170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.14,
+      "learning_rate": 9e-06,
+      "loss": 6.3639,
+      "mlm_loss": 6.3639,
+      "step": 180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.15,
+      "learning_rate": 9.5e-06,
+      "loss": 6.0915,
+      "mlm_loss": 6.0915,
+      "step": 190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.15,
+      "learning_rate": 1e-05,
+      "loss": 5.8272,
+      "mlm_loss": 5.8272,
+      "step": 200
+    },
+    {
+      "epoch": 0.15,
+      "eval_ep_loss": -0.4913683831691742,
+      "eval_loss": 5.531888008117676,
+      "eval_mlm_loss": 5.531888008117676,
+      "eval_runtime": 60.9938,
+      "eval_samples_per_second": 1145.51,
+      "eval_steps_per_second": 0.574,
+      "step": 200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.16,
+      "learning_rate": 1.0500000000000001e-05,
+      "loss": 5.5749,
+      "mlm_loss": 5.5749,
+      "step": 210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.17,
+      "learning_rate": 1.1e-05,
+      "loss": 5.3413,
+      "mlm_loss": 5.3413,
+      "step": 220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.18,
+      "learning_rate": 1.15e-05,
+      "loss": 5.142,
+      "mlm_loss": 5.142,
+      "step": 230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.19,
+      "learning_rate": 1.2e-05,
+      "loss": 4.925,
+      "mlm_loss": 4.925,
+      "step": 240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.19,
+      "learning_rate": 1.25e-05,
+      "loss": 4.7334,
+      "mlm_loss": 4.7334,
+      "step": 250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.2,
+      "learning_rate": 1.3e-05,
+      "loss": 4.5702,
+      "mlm_loss": 4.5702,
+      "step": 260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.21,
+      "learning_rate": 1.35e-05,
+      "loss": 4.4388,
+      "mlm_loss": 4.4388,
+      "step": 270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.22,
+      "learning_rate": 1.4e-05,
+      "loss": 4.288,
+      "mlm_loss": 4.288,
+      "step": 280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.22,
+      "learning_rate": 1.4500000000000002e-05,
+      "loss": 4.1403,
+      "mlm_loss": 4.1403,
+      "step": 290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.23,
+      "learning_rate": 1.5e-05,
+      "loss": 4.0232,
+      "mlm_loss": 4.0232,
+      "step": 300
+    },
+    {
+      "epoch": 0.23,
+      "eval_ep_loss": -1.1010401248931885,
+      "eval_loss": 3.8623688220977783,
+      "eval_mlm_loss": 3.8623688220977783,
+      "eval_runtime": 61.8594,
+      "eval_samples_per_second": 1129.481,
+      "eval_steps_per_second": 0.566,
+      "step": 300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.24,
+      "learning_rate": 1.55e-05,
+      "loss": 3.9135,
+      "mlm_loss": 3.9135,
+      "step": 310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.25,
+      "learning_rate": 1.6e-05,
+      "loss": 3.8252,
+      "mlm_loss": 3.8252,
+      "step": 320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.25,
+      "learning_rate": 1.65e-05,
+      "loss": 3.7462,
+      "mlm_loss": 3.7462,
+      "step": 330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.26,
+      "learning_rate": 1.7000000000000003e-05,
+      "loss": 3.6491,
+      "mlm_loss": 3.6491,
+      "step": 340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.27,
+      "learning_rate": 1.7500000000000002e-05,
+      "loss": 3.5815,
+      "mlm_loss": 3.5815,
+      "step": 350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.28,
+      "learning_rate": 1.8e-05,
+      "loss": 3.5211,
+      "mlm_loss": 3.5211,
+      "step": 360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.29,
+      "learning_rate": 1.85e-05,
+      "loss": 3.452,
+      "mlm_loss": 3.452,
+      "step": 370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.29,
+      "learning_rate": 1.9e-05,
+      "loss": 3.3747,
+      "mlm_loss": 3.3747,
+      "step": 380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.3,
+      "learning_rate": 1.95e-05,
+      "loss": 3.3163,
+      "mlm_loss": 3.3163,
+      "step": 390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.31,
+      "learning_rate": 2e-05,
+      "loss": 3.2679,
+      "mlm_loss": 3.2679,
+      "step": 400
+    },
+    {
+      "epoch": 0.31,
+      "eval_ep_loss": -1.4546582698822021,
+      "eval_loss": 3.1360955238342285,
+      "eval_mlm_loss": 3.1360955238342285,
+      "eval_runtime": 59.2888,
+      "eval_samples_per_second": 1178.451,
+      "eval_steps_per_second": 0.59,
+      "step": 400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.32,
+      "learning_rate": 2.05e-05,
+      "loss": 3.1831,
+      "mlm_loss": 3.1831,
+      "step": 410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.32,
+      "learning_rate": 2.1000000000000002e-05,
+      "loss": 3.1246,
+      "mlm_loss": 3.1246,
+      "step": 420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.33,
+      "learning_rate": 2.1499999999999997e-05,
+      "loss": 3.0658,
+      "mlm_loss": 3.0658,
+      "step": 430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.34,
+      "learning_rate": 2.2e-05,
+      "loss": 3.0032,
+      "mlm_loss": 3.0032,
+      "step": 440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.35,
+      "learning_rate": 2.2499999999999998e-05,
+      "loss": 2.931,
+      "mlm_loss": 2.931,
+      "step": 450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.35,
+      "learning_rate": 2.3e-05,
+      "loss": 2.904,
+      "mlm_loss": 2.904,
+      "step": 460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.36,
+      "learning_rate": 2.3500000000000002e-05,
+      "loss": 2.8526,
+      "mlm_loss": 2.8526,
+      "step": 470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.37,
+      "learning_rate": 2.4e-05,
+      "loss": 2.8336,
+      "mlm_loss": 2.8336,
+      "step": 480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.38,
+      "learning_rate": 2.4500000000000003e-05,
+      "loss": 2.7953,
+      "mlm_loss": 2.7953,
+      "step": 490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.39,
+      "learning_rate": 2.5e-05,
+      "loss": 2.7569,
+      "mlm_loss": 2.7569,
+      "step": 500
+    },
+    {
+      "epoch": 0.39,
+      "eval_ep_loss": -1.5984127521514893,
+      "eval_loss": 2.6636624336242676,
+      "eval_mlm_loss": 2.6636624336242676,
+      "eval_runtime": 64.3177,
+      "eval_samples_per_second": 1086.31,
+      "eval_steps_per_second": 0.544,
+      "step": 500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.39,
+      "learning_rate": 2.55e-05,
+      "loss": 2.7157,
+      "mlm_loss": 2.7157,
+      "step": 510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.4,
+      "learning_rate": 2.6e-05,
+      "loss": 2.6857,
+      "mlm_loss": 2.6857,
+      "step": 520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.41,
+      "learning_rate": 2.65e-05,
+      "loss": 2.6796,
+      "mlm_loss": 2.6796,
+      "step": 530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.42,
+      "learning_rate": 2.7e-05,
+      "loss": 2.6449,
+      "mlm_loss": 2.6449,
+      "step": 540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.42,
+      "learning_rate": 2.75e-05,
+      "loss": 2.5932,
+      "mlm_loss": 2.5932,
+      "step": 550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.43,
+      "learning_rate": 2.8e-05,
+      "loss": 2.5536,
+      "mlm_loss": 2.5536,
+      "step": 560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.44,
+      "learning_rate": 2.85e-05,
+      "loss": 2.5271,
+      "mlm_loss": 2.5271,
+      "step": 570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.45,
+      "learning_rate": 2.9000000000000004e-05,
+      "loss": 2.5057,
+      "mlm_loss": 2.5057,
+      "step": 580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.46,
+      "learning_rate": 2.95e-05,
+      "loss": 2.476,
+      "mlm_loss": 2.476,
+      "step": 590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.46,
+      "learning_rate": 3e-05,
+      "loss": 2.4265,
+      "mlm_loss": 2.4265,
+      "step": 600
+    },
+    {
+      "epoch": 0.46,
+      "eval_ep_loss": -1.7573626041412354,
+      "eval_loss": 2.359508752822876,
+      "eval_mlm_loss": 2.359508752822876,
+      "eval_runtime": 59.8647,
+      "eval_samples_per_second": 1167.114,
+      "eval_steps_per_second": 0.585,
+      "step": 600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.47,
+      "learning_rate": 3.05e-05,
+      "loss": 2.4061,
+      "mlm_loss": 2.4061,
+      "step": 610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.48,
+      "learning_rate": 3.1e-05,
+      "loss": 2.4071,
+      "mlm_loss": 2.4071,
+      "step": 620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.49,
+      "learning_rate": 3.15e-05,
+      "loss": 2.3728,
+      "mlm_loss": 2.3728,
+      "step": 630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.49,
+      "learning_rate": 3.2e-05,
+      "loss": 2.3465,
+      "mlm_loss": 2.3465,
+      "step": 640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.5,
+      "learning_rate": 3.2500000000000004e-05,
+      "loss": 2.3065,
+      "mlm_loss": 2.3065,
+      "step": 650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.51,
+      "learning_rate": 3.3e-05,
+      "loss": 2.312,
+      "mlm_loss": 2.312,
+      "step": 660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.52,
+      "learning_rate": 3.35e-05,
+      "loss": 2.29,
+      "mlm_loss": 2.29,
+      "step": 670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.52,
+      "learning_rate": 3.4000000000000007e-05,
+      "loss": 2.2939,
+      "mlm_loss": 2.2939,
+      "step": 680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.53,
+      "learning_rate": 3.4500000000000005e-05,
+      "loss": 2.2496,
+      "mlm_loss": 2.2496,
+      "step": 690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.54,
+      "learning_rate": 3.5000000000000004e-05,
+      "loss": 2.2482,
+      "mlm_loss": 2.2482,
+      "step": 700
+    },
+    {
+      "epoch": 0.54,
+      "eval_ep_loss": -1.7850463390350342,
+      "eval_loss": 2.1652746200561523,
+      "eval_mlm_loss": 2.1652746200561523,
+      "eval_runtime": 63.4238,
+      "eval_samples_per_second": 1101.621,
+      "eval_steps_per_second": 0.552,
+      "step": 700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.55,
+      "learning_rate": 3.5499999999999996e-05,
+      "loss": 2.2379,
+      "mlm_loss": 2.2379,
+      "step": 710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.56,
+      "learning_rate": 3.6e-05,
+      "loss": 2.2088,
+      "mlm_loss": 2.2088,
+      "step": 720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.56,
+      "learning_rate": 3.65e-05,
+      "loss": 2.1767,
+      "mlm_loss": 2.1767,
+      "step": 730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.57,
+      "learning_rate": 3.7e-05,
+      "loss": 2.1589,
+      "mlm_loss": 2.1589,
+      "step": 740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.58,
+      "learning_rate": 3.75e-05,
+      "loss": 2.1297,
+      "mlm_loss": 2.1297,
+      "step": 750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.59,
+      "learning_rate": 3.8e-05,
+      "loss": 2.1128,
+      "mlm_loss": 2.1128,
+      "step": 760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.59,
+      "learning_rate": 3.85e-05,
+      "loss": 2.0861,
+      "mlm_loss": 2.0861,
+      "step": 770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.6,
+      "learning_rate": 3.9e-05,
+      "loss": 2.0557,
+      "mlm_loss": 2.0557,
+      "step": 780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.61,
+      "learning_rate": 3.95e-05,
+      "loss": 2.0596,
+      "mlm_loss": 2.0596,
+      "step": 790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.62,
+      "learning_rate": 4e-05,
+      "loss": 2.0349,
+      "mlm_loss": 2.0349,
+      "step": 800
+    },
+    {
+      "epoch": 0.62,
+      "eval_ep_loss": -1.7692768573760986,
+      "eval_loss": 1.916082501411438,
+      "eval_mlm_loss": 1.916082501411438,
+      "eval_runtime": 62.7772,
+      "eval_samples_per_second": 1112.968,
+      "eval_steps_per_second": 0.558,
+      "step": 800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.62,
+      "learning_rate": 4.05e-05,
+      "loss": 1.9934,
+      "mlm_loss": 1.9934,
+      "step": 810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.63,
+      "learning_rate": 4.1e-05,
+      "loss": 1.9554,
+      "mlm_loss": 1.9554,
+      "step": 820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.64,
+      "learning_rate": 4.1500000000000006e-05,
+      "loss": 1.9348,
+      "mlm_loss": 1.9348,
+      "step": 830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.65,
+      "learning_rate": 4.2000000000000004e-05,
+      "loss": 1.8978,
+      "mlm_loss": 1.8978,
+      "step": 840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.66,
+      "learning_rate": 4.25e-05,
+      "loss": 1.8752,
+      "mlm_loss": 1.8752,
+      "step": 850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.66,
+      "learning_rate": 4.2999999999999995e-05,
+      "loss": 1.8466,
+      "mlm_loss": 1.8466,
+      "step": 860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.67,
+      "learning_rate": 4.35e-05,
+      "loss": 1.8168,
+      "mlm_loss": 1.8168,
+      "step": 870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.68,
+      "learning_rate": 4.4e-05,
+      "loss": 1.8161,
+      "mlm_loss": 1.8161,
+      "step": 880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.69,
+      "learning_rate": 4.45e-05,
+      "loss": 1.7637,
+      "mlm_loss": 1.7637,
+      "step": 890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.69,
+      "learning_rate": 4.4999999999999996e-05,
+      "loss": 1.7292,
+      "mlm_loss": 1.7292,
+      "step": 900
+    },
+    {
+      "epoch": 0.69,
+      "eval_ep_loss": -1.673869252204895,
+      "eval_loss": 1.6480634212493896,
+      "eval_mlm_loss": 1.6480634212493896,
+      "eval_runtime": 61.0031,
+      "eval_samples_per_second": 1145.335,
+      "eval_steps_per_second": 0.574,
+      "step": 900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.7,
+      "learning_rate": 4.55e-05,
+      "loss": 1.7031,
+      "mlm_loss": 1.7031,
+      "step": 910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.71,
+      "learning_rate": 4.6e-05,
+      "loss": 1.6951,
+      "mlm_loss": 1.6951,
+      "step": 920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.72,
+      "learning_rate": 4.65e-05,
+      "loss": 1.6706,
+      "mlm_loss": 1.6706,
+      "step": 930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.73,
+      "learning_rate": 4.7000000000000004e-05,
+      "loss": 1.6674,
+      "mlm_loss": 1.6674,
+      "step": 940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.73,
+      "learning_rate": 4.75e-05,
+      "loss": 1.6446,
+      "mlm_loss": 1.6446,
+      "step": 950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.74,
+      "learning_rate": 4.8e-05,
+      "loss": 1.6344,
+      "mlm_loss": 1.6344,
+      "step": 960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.75,
+      "learning_rate": 4.85e-05,
+      "loss": 1.6182,
+      "mlm_loss": 1.6182,
+      "step": 970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.76,
+      "learning_rate": 4.9000000000000005e-05,
+      "loss": 1.602,
+      "mlm_loss": 1.602,
+      "step": 980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.76,
+      "learning_rate": 4.9500000000000004e-05,
+      "loss": 1.5965,
+      "mlm_loss": 1.5965,
+      "step": 990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.77,
+      "learning_rate": 5e-05,
+      "loss": 1.6022,
+      "mlm_loss": 1.6022,
+      "step": 1000
+    },
+    {
+      "epoch": 0.77,
+      "eval_ep_loss": -1.7339978218078613,
+      "eval_loss": 1.521234393119812,
+      "eval_mlm_loss": 1.521234393119812,
+      "eval_runtime": 61.977,
+      "eval_samples_per_second": 1127.338,
+      "eval_steps_per_second": 0.565,
+      "step": 1000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.78,
+      "learning_rate": 5.05e-05,
+      "loss": 1.5856,
+      "mlm_loss": 1.5856,
+      "step": 1010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.79,
+      "learning_rate": 5.1e-05,
+      "loss": 1.5641,
+      "mlm_loss": 1.5641,
+      "step": 1020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.79,
+      "learning_rate": 5.15e-05,
+      "loss": 1.5455,
+      "mlm_loss": 1.5455,
+      "step": 1030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.8,
+      "learning_rate": 5.2e-05,
+      "loss": 1.5587,
+      "mlm_loss": 1.5587,
+      "step": 1040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.81,
+      "learning_rate": 5.25e-05,
+      "loss": 1.5495,
+      "mlm_loss": 1.5495,
+      "step": 1050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.82,
+      "learning_rate": 5.3e-05,
+      "loss": 1.5388,
+      "mlm_loss": 1.5388,
+      "step": 1060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.83,
+      "learning_rate": 5.35e-05,
+      "loss": 1.5085,
+      "mlm_loss": 1.5085,
+      "step": 1070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.83,
+      "learning_rate": 5.4e-05,
+      "loss": 1.5258,
+      "mlm_loss": 1.5258,
+      "step": 1080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.84,
+      "learning_rate": 5.45e-05,
+      "loss": 1.5027,
+      "mlm_loss": 1.5027,
+      "step": 1090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.85,
+      "learning_rate": 5.5e-05,
+      "loss": 1.4991,
+      "mlm_loss": 1.4991,
+      "step": 1100
+    },
+    {
+      "epoch": 0.85,
+      "eval_ep_loss": -1.8915724754333496,
+      "eval_loss": 1.4428980350494385,
+      "eval_mlm_loss": 1.4428980350494385,
+      "eval_runtime": 60.2275,
+      "eval_samples_per_second": 1160.085,
+      "eval_steps_per_second": 0.581,
+      "step": 1100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.86,
+      "learning_rate": 5.55e-05,
+      "loss": 1.5068,
+      "mlm_loss": 1.5068,
+      "step": 1110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.86,
+      "learning_rate": 5.6e-05,
+      "loss": 1.4812,
+      "mlm_loss": 1.4812,
+      "step": 1120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.87,
+      "learning_rate": 5.6500000000000005e-05,
+      "loss": 1.4765,
+      "mlm_loss": 1.4765,
+      "step": 1130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.88,
+      "learning_rate": 5.7e-05,
+      "loss": 1.4679,
+      "mlm_loss": 1.4679,
+      "step": 1140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.89,
+      "learning_rate": 5.75e-05,
+      "loss": 1.4631,
+      "mlm_loss": 1.4631,
+      "step": 1150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.89,
+      "learning_rate": 5.800000000000001e-05,
+      "loss": 1.4562,
+      "mlm_loss": 1.4562,
+      "step": 1160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.9,
+      "learning_rate": 5.8500000000000006e-05,
+      "loss": 1.4542,
+      "mlm_loss": 1.4542,
+      "step": 1170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.91,
+      "learning_rate": 5.9e-05,
+      "loss": 1.4266,
+      "mlm_loss": 1.4266,
+      "step": 1180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.92,
+      "learning_rate": 5.9499999999999996e-05,
+      "loss": 1.4181,
+      "mlm_loss": 1.4181,
+      "step": 1190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.93,
+      "learning_rate": 6e-05,
+      "loss": 1.4133,
+      "mlm_loss": 1.4133,
+      "step": 1200
+    },
+    {
+      "epoch": 0.93,
+      "eval_ep_loss": -1.9453246593475342,
+      "eval_loss": 1.3670274019241333,
+      "eval_mlm_loss": 1.3670274019241333,
+      "eval_runtime": 61.6667,
+      "eval_samples_per_second": 1133.011,
+      "eval_steps_per_second": 0.568,
+      "step": 1200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.93,
+      "learning_rate": 6.05e-05,
+      "loss": 1.414,
+      "mlm_loss": 1.414,
+      "step": 1210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.94,
+      "learning_rate": 6.1e-05,
+      "loss": 1.4032,
+      "mlm_loss": 1.4032,
+      "step": 1220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.95,
+      "learning_rate": 6.15e-05,
+      "loss": 1.3958,
+      "mlm_loss": 1.3958,
+      "step": 1230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.96,
+      "learning_rate": 6.2e-05,
+      "loss": 1.3952,
+      "mlm_loss": 1.3952,
+      "step": 1240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.96,
+      "learning_rate": 6.25e-05,
+      "loss": 1.3829,
+      "mlm_loss": 1.3829,
+      "step": 1250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.97,
+      "learning_rate": 6.3e-05,
+      "loss": 1.3915,
+      "mlm_loss": 1.3915,
+      "step": 1260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.98,
+      "learning_rate": 6.35e-05,
+      "loss": 1.3881,
+      "mlm_loss": 1.3881,
+      "step": 1270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.99,
+      "learning_rate": 6.4e-05,
+      "loss": 1.3915,
+      "mlm_loss": 1.3915,
+      "step": 1280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 0.99,
+      "learning_rate": 6.450000000000001e-05,
+      "loss": 1.3728,
+      "mlm_loss": 1.3728,
+      "step": 1290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.0,
+      "learning_rate": 6.500000000000001e-05,
+      "loss": 1.3379,
+      "mlm_loss": 1.3379,
+      "step": 1300
+    },
+    {
+      "epoch": 1.0,
+      "eval_ep_loss": -2.041435480117798,
+      "eval_loss": 1.2956568002700806,
+      "eval_mlm_loss": 1.2956568002700806,
+      "eval_runtime": 58.5906,
+      "eval_samples_per_second": 1192.495,
+      "eval_steps_per_second": 0.597,
+      "step": 1300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.01,
+      "learning_rate": 6.55e-05,
+      "loss": 1.3488,
+      "mlm_loss": 1.3488,
+      "step": 1310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.02,
+      "learning_rate": 6.6e-05,
+      "loss": 1.3408,
+      "mlm_loss": 1.3408,
+      "step": 1320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.03,
+      "learning_rate": 6.65e-05,
+      "loss": 1.3318,
+      "mlm_loss": 1.3318,
+      "step": 1330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.03,
+      "learning_rate": 6.7e-05,
+      "loss": 1.3216,
+      "mlm_loss": 1.3216,
+      "step": 1340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.04,
+      "learning_rate": 6.75e-05,
+      "loss": 1.3142,
+      "mlm_loss": 1.3142,
+      "step": 1350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.05,
+      "learning_rate": 6.800000000000001e-05,
+      "loss": 1.3075,
+      "mlm_loss": 1.3075,
+      "step": 1360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.06,
+      "learning_rate": 6.850000000000001e-05,
+      "loss": 1.312,
+      "mlm_loss": 1.312,
+      "step": 1370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.06,
+      "learning_rate": 6.900000000000001e-05,
+      "loss": 1.2987,
+      "mlm_loss": 1.2987,
+      "step": 1380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.07,
+      "learning_rate": 6.950000000000001e-05,
+      "loss": 1.2822,
+      "mlm_loss": 1.2822,
+      "step": 1390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.08,
+      "learning_rate": 7.000000000000001e-05,
+      "loss": 1.2817,
+      "mlm_loss": 1.2817,
+      "step": 1400
+    },
+    {
+      "epoch": 1.08,
+      "eval_ep_loss": -2.044208288192749,
+      "eval_loss": 1.2174968719482422,
+      "eval_mlm_loss": 1.2174968719482422,
+      "eval_runtime": 62.7874,
+      "eval_samples_per_second": 1112.788,
+      "eval_steps_per_second": 0.557,
+      "step": 1400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.09,
+      "learning_rate": 7.049999999999999e-05,
+      "loss": 1.2673,
+      "mlm_loss": 1.2673,
+      "step": 1410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.1,
+      "learning_rate": 7.099999999999999e-05,
+      "loss": 1.28,
+      "mlm_loss": 1.28,
+      "step": 1420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.1,
+      "learning_rate": 7.149999999999999e-05,
+      "loss": 1.2606,
+      "mlm_loss": 1.2606,
+      "step": 1430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.11,
+      "learning_rate": 7.2e-05,
+      "loss": 1.2439,
+      "mlm_loss": 1.2439,
+      "step": 1440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.12,
+      "learning_rate": 7.25e-05,
+      "loss": 1.2428,
+      "mlm_loss": 1.2428,
+      "step": 1450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.13,
+      "learning_rate": 7.3e-05,
+      "loss": 1.2342,
+      "mlm_loss": 1.2342,
+      "step": 1460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.13,
+      "learning_rate": 7.35e-05,
+      "loss": 1.2391,
+      "mlm_loss": 1.2391,
+      "step": 1470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.14,
+      "learning_rate": 7.4e-05,
+      "loss": 1.2337,
+      "mlm_loss": 1.2337,
+      "step": 1480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.15,
+      "learning_rate": 7.45e-05,
+      "loss": 1.2161,
+      "mlm_loss": 1.2161,
+      "step": 1490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.16,
+      "learning_rate": 7.5e-05,
+      "loss": 1.2083,
+      "mlm_loss": 1.2083,
+      "step": 1500
+    },
+    {
+      "epoch": 1.16,
+      "eval_ep_loss": -2.247138738632202,
+      "eval_loss": 1.145897388458252,
+      "eval_mlm_loss": 1.145897388458252,
+      "eval_runtime": 60.0275,
+      "eval_samples_per_second": 1163.951,
+      "eval_steps_per_second": 0.583,
+      "step": 1500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.16,
+      "learning_rate": 7.55e-05,
+      "loss": 1.2048,
+      "mlm_loss": 1.2048,
+      "step": 1510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.17,
+      "learning_rate": 7.6e-05,
+      "loss": 1.1934,
+      "mlm_loss": 1.1934,
+      "step": 1520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.18,
+      "learning_rate": 7.65e-05,
+      "loss": 1.1741,
+      "mlm_loss": 1.1741,
+      "step": 1530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.19,
+      "learning_rate": 7.7e-05,
+      "loss": 1.1832,
+      "mlm_loss": 1.1832,
+      "step": 1540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.2,
+      "learning_rate": 7.75e-05,
+      "loss": 1.1759,
+      "mlm_loss": 1.1759,
+      "step": 1550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.2,
+      "learning_rate": 7.8e-05,
+      "loss": 1.1776,
+      "mlm_loss": 1.1776,
+      "step": 1560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.21,
+      "learning_rate": 7.85e-05,
+      "loss": 1.164,
+      "mlm_loss": 1.164,
+      "step": 1570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.22,
+      "learning_rate": 7.9e-05,
+      "loss": 1.1447,
+      "mlm_loss": 1.1447,
+      "step": 1580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.23,
+      "learning_rate": 7.950000000000001e-05,
+      "loss": 1.1669,
+      "mlm_loss": 1.1669,
+      "step": 1590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.23,
+      "learning_rate": 8e-05,
+      "loss": 1.1331,
+      "mlm_loss": 1.1331,
+      "step": 1600
+    },
+    {
+      "epoch": 1.23,
+      "eval_ep_loss": -2.236558198928833,
+      "eval_loss": 1.0778173208236694,
+      "eval_mlm_loss": 1.0778173208236694,
+      "eval_runtime": 61.8774,
+      "eval_samples_per_second": 1129.152,
+      "eval_steps_per_second": 0.566,
+      "step": 1600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.24,
+      "learning_rate": 8.05e-05,
+      "loss": 1.1332,
+      "mlm_loss": 1.1332,
+      "step": 1610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.25,
+      "learning_rate": 8.1e-05,
+      "loss": 1.1288,
+      "mlm_loss": 1.1288,
+      "step": 1620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.26,
+      "learning_rate": 8.15e-05,
+      "loss": 1.1321,
+      "mlm_loss": 1.1321,
+      "step": 1630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.26,
+      "learning_rate": 8.2e-05,
+      "loss": 1.11,
+      "mlm_loss": 1.11,
+      "step": 1640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.27,
+      "learning_rate": 8.25e-05,
+      "loss": 1.1083,
+      "mlm_loss": 1.1083,
+      "step": 1650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.28,
+      "learning_rate": 8.300000000000001e-05,
+      "loss": 1.0999,
+      "mlm_loss": 1.0999,
+      "step": 1660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.29,
+      "learning_rate": 8.350000000000001e-05,
+      "loss": 1.1041,
+      "mlm_loss": 1.1041,
+      "step": 1670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.3,
+      "learning_rate": 8.400000000000001e-05,
+      "loss": 1.0823,
+      "mlm_loss": 1.0823,
+      "step": 1680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.3,
+      "learning_rate": 8.450000000000001e-05,
+      "loss": 1.0809,
+      "mlm_loss": 1.0809,
+      "step": 1690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.31,
+      "learning_rate": 8.5e-05,
+      "loss": 1.0859,
+      "mlm_loss": 1.0859,
+      "step": 1700
+    },
+    {
+      "epoch": 1.31,
+      "eval_ep_loss": -2.2500903606414795,
+      "eval_loss": 1.0151546001434326,
+      "eval_mlm_loss": 1.0151546001434326,
+      "eval_runtime": 60.0928,
+      "eval_samples_per_second": 1162.685,
+      "eval_steps_per_second": 0.582,
+      "step": 1700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.32,
+      "learning_rate": 8.55e-05,
+      "loss": 1.0757,
+      "mlm_loss": 1.0757,
+      "step": 1710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.33,
+      "learning_rate": 8.599999999999999e-05,
+      "loss": 1.0638,
+      "mlm_loss": 1.0638,
+      "step": 1720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.33,
+      "learning_rate": 8.65e-05,
+      "loss": 1.0554,
+      "mlm_loss": 1.0554,
+      "step": 1730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.34,
+      "learning_rate": 8.7e-05,
+      "loss": 1.0624,
+      "mlm_loss": 1.0624,
+      "step": 1740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.35,
+      "learning_rate": 8.75e-05,
+      "loss": 1.0483,
+      "mlm_loss": 1.0483,
+      "step": 1750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.36,
+      "learning_rate": 8.8e-05,
+      "loss": 1.0432,
+      "mlm_loss": 1.0432,
+      "step": 1760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.37,
+      "learning_rate": 8.85e-05,
+      "loss": 1.0464,
+      "mlm_loss": 1.0464,
+      "step": 1770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.37,
+      "learning_rate": 8.9e-05,
+      "loss": 1.0379,
+      "mlm_loss": 1.0379,
+      "step": 1780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.38,
+      "learning_rate": 8.95e-05,
+      "loss": 1.0416,
+      "mlm_loss": 1.0416,
+      "step": 1790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.39,
+      "learning_rate": 8.999999999999999e-05,
+      "loss": 1.0178,
+      "mlm_loss": 1.0178,
+      "step": 1800
+    },
+    {
+      "epoch": 1.39,
+      "eval_ep_loss": -2.3243699073791504,
+      "eval_loss": 0.9662984013557434,
+      "eval_mlm_loss": 0.9662984013557434,
+      "eval_runtime": 61.639,
+      "eval_samples_per_second": 1133.519,
+      "eval_steps_per_second": 0.568,
+      "step": 1800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.4,
+      "learning_rate": 9.05e-05,
+      "loss": 1.0189,
+      "mlm_loss": 1.0189,
+      "step": 1810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.4,
+      "learning_rate": 9.1e-05,
+      "loss": 1.0181,
+      "mlm_loss": 1.0181,
+      "step": 1820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.41,
+      "learning_rate": 9.15e-05,
+      "loss": 1.006,
+      "mlm_loss": 1.006,
+      "step": 1830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.42,
+      "learning_rate": 9.2e-05,
+      "loss": 1.0088,
+      "mlm_loss": 1.0088,
+      "step": 1840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.43,
+      "learning_rate": 9.25e-05,
+      "loss": 1.008,
+      "mlm_loss": 1.008,
+      "step": 1850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.43,
+      "learning_rate": 9.3e-05,
+      "loss": 0.9891,
+      "mlm_loss": 0.9891,
+      "step": 1860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.44,
+      "learning_rate": 9.35e-05,
+      "loss": 0.9998,
+      "mlm_loss": 0.9998,
+      "step": 1870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.45,
+      "learning_rate": 9.400000000000001e-05,
+      "loss": 0.9927,
+      "mlm_loss": 0.9927,
+      "step": 1880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.46,
+      "learning_rate": 9.45e-05,
+      "loss": 0.9825,
+      "mlm_loss": 0.9825,
+      "step": 1890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.47,
+      "learning_rate": 9.5e-05,
+      "loss": 0.979,
+      "mlm_loss": 0.979,
+      "step": 1900
+    },
+    {
+      "epoch": 1.47,
+      "eval_ep_loss": -2.297435760498047,
+      "eval_loss": 0.9245826005935669,
+      "eval_mlm_loss": 0.9245826005935669,
+      "eval_runtime": 60.9274,
+      "eval_samples_per_second": 1146.759,
+      "eval_steps_per_second": 0.574,
+      "step": 1900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.47,
+      "learning_rate": 9.55e-05,
+      "loss": 0.9782,
+      "mlm_loss": 0.9782,
+      "step": 1910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.48,
+      "learning_rate": 9.6e-05,
+      "loss": 0.9802,
+      "mlm_loss": 0.9802,
+      "step": 1920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.49,
+      "learning_rate": 9.65e-05,
+      "loss": 0.9648,
+      "mlm_loss": 0.9648,
+      "step": 1930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.5,
+      "learning_rate": 9.7e-05,
+      "loss": 0.9576,
+      "mlm_loss": 0.9576,
+      "step": 1940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.5,
+      "learning_rate": 9.750000000000001e-05,
+      "loss": 0.9629,
+      "mlm_loss": 0.9629,
+      "step": 1950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.51,
+      "learning_rate": 9.800000000000001e-05,
+      "loss": 0.9585,
+      "mlm_loss": 0.9585,
+      "step": 1960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.52,
+      "learning_rate": 9.850000000000001e-05,
+      "loss": 0.9404,
+      "mlm_loss": 0.9404,
+      "step": 1970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.53,
+      "learning_rate": 9.900000000000001e-05,
+      "loss": 0.9538,
+      "mlm_loss": 0.9538,
+      "step": 1980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.53,
+      "learning_rate": 9.95e-05,
+      "loss": 0.9591,
+      "mlm_loss": 0.9591,
+      "step": 1990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.54,
+      "learning_rate": 0.0001,
+      "loss": 0.9467,
+      "mlm_loss": 0.9467,
+      "step": 2000
+    },
+    {
+      "epoch": 1.54,
+      "eval_ep_loss": -2.388266086578369,
+      "eval_loss": 0.8887887597084045,
+      "eval_mlm_loss": 0.8887887597084045,
+      "eval_runtime": 59.4206,
+      "eval_samples_per_second": 1175.838,
+      "eval_steps_per_second": 0.589,
+      "step": 2000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.55,
+      "learning_rate": 0.0001005,
+      "loss": 0.947,
+      "mlm_loss": 0.947,
+      "step": 2010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.56,
+      "learning_rate": 0.000101,
+      "loss": 0.9407,
+      "mlm_loss": 0.9407,
+      "step": 2020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.57,
+      "learning_rate": 0.00010150000000000001,
+      "loss": 0.9352,
+      "mlm_loss": 0.9352,
+      "step": 2030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.57,
+      "learning_rate": 0.000102,
+      "loss": 0.9234,
+      "mlm_loss": 0.9234,
+      "step": 2040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.58,
+      "learning_rate": 0.0001025,
+      "loss": 0.9252,
+      "mlm_loss": 0.9252,
+      "step": 2050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.59,
+      "learning_rate": 0.000103,
+      "loss": 0.9271,
+      "mlm_loss": 0.9271,
+      "step": 2060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.6,
+      "learning_rate": 0.0001035,
+      "loss": 0.9254,
+      "mlm_loss": 0.9254,
+      "step": 2070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.6,
+      "learning_rate": 0.000104,
+      "loss": 0.9232,
+      "mlm_loss": 0.9232,
+      "step": 2080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.61,
+      "learning_rate": 0.00010449999999999999,
+      "loss": 0.919,
+      "mlm_loss": 0.919,
+      "step": 2090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.62,
+      "learning_rate": 0.000105,
+      "loss": 0.9127,
+      "mlm_loss": 0.9127,
+      "step": 2100
+    },
+    {
+      "epoch": 1.62,
+      "eval_ep_loss": -2.262110948562622,
+      "eval_loss": 0.8549456000328064,
+      "eval_mlm_loss": 0.8549456000328064,
+      "eval_runtime": 59.0907,
+      "eval_samples_per_second": 1182.403,
+      "eval_steps_per_second": 0.592,
+      "step": 2100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.63,
+      "learning_rate": 0.0001055,
+      "loss": 0.9023,
+      "mlm_loss": 0.9023,
+      "step": 2110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.64,
+      "learning_rate": 0.000106,
+      "loss": 0.9031,
+      "mlm_loss": 0.9031,
+      "step": 2120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.64,
+      "learning_rate": 0.0001065,
+      "loss": 0.9039,
+      "mlm_loss": 0.9039,
+      "step": 2130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.65,
+      "learning_rate": 0.000107,
+      "loss": 0.9022,
+      "mlm_loss": 0.9022,
+      "step": 2140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.66,
+      "learning_rate": 0.0001075,
+      "loss": 0.8978,
+      "mlm_loss": 0.8978,
+      "step": 2150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.67,
+      "learning_rate": 0.000108,
+      "loss": 0.8893,
+      "mlm_loss": 0.8893,
+      "step": 2160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.67,
+      "learning_rate": 0.00010850000000000001,
+      "loss": 0.8796,
+      "mlm_loss": 0.8796,
+      "step": 2170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.68,
+      "learning_rate": 0.000109,
+      "loss": 0.8925,
+      "mlm_loss": 0.8925,
+      "step": 2180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.69,
+      "learning_rate": 0.0001095,
+      "loss": 0.8873,
+      "mlm_loss": 0.8873,
+      "step": 2190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.7,
+      "learning_rate": 0.00011,
+      "loss": 0.8858,
+      "mlm_loss": 0.8858,
+      "step": 2200
+    },
+    {
+      "epoch": 1.7,
+      "eval_ep_loss": -2.3254947662353516,
+      "eval_loss": 0.8307343125343323,
+      "eval_mlm_loss": 0.8307343125343323,
+      "eval_runtime": 62.4113,
+      "eval_samples_per_second": 1119.493,
+      "eval_steps_per_second": 0.561,
+      "step": 2200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.7,
+      "learning_rate": 0.0001105,
+      "loss": 0.888,
+      "mlm_loss": 0.888,
+      "step": 2210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.71,
+      "learning_rate": 0.000111,
+      "loss": 0.8706,
+      "mlm_loss": 0.8706,
+      "step": 2220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.72,
+      "learning_rate": 0.0001115,
+      "loss": 0.8854,
+      "mlm_loss": 0.8854,
+      "step": 2230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.73,
+      "learning_rate": 0.000112,
+      "loss": 0.864,
+      "mlm_loss": 0.864,
+      "step": 2240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.74,
+      "learning_rate": 0.00011250000000000001,
+      "loss": 0.8675,
+      "mlm_loss": 0.8675,
+      "step": 2250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.74,
+      "learning_rate": 0.00011300000000000001,
+      "loss": 0.8654,
+      "mlm_loss": 0.8654,
+      "step": 2260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.75,
+      "learning_rate": 0.00011350000000000001,
+      "loss": 0.8593,
+      "mlm_loss": 0.8593,
+      "step": 2270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.76,
+      "learning_rate": 0.000114,
+      "loss": 0.8586,
+      "mlm_loss": 0.8586,
+      "step": 2280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.77,
+      "learning_rate": 0.0001145,
+      "loss": 0.8494,
+      "mlm_loss": 0.8494,
+      "step": 2290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.77,
+      "learning_rate": 0.000115,
+      "loss": 0.8517,
+      "mlm_loss": 0.8517,
+      "step": 2300
+    },
+    {
+      "epoch": 1.77,
+      "eval_ep_loss": -2.2645294666290283,
+      "eval_loss": 0.803054928779602,
+      "eval_mlm_loss": 0.803054928779602,
+      "eval_runtime": 61.7973,
+      "eval_samples_per_second": 1130.616,
+      "eval_steps_per_second": 0.566,
+      "step": 2300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.78,
+      "learning_rate": 0.0001155,
+      "loss": 0.8396,
+      "mlm_loss": 0.8396,
+      "step": 2310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.79,
+      "learning_rate": 0.00011600000000000001,
+      "loss": 0.8478,
+      "mlm_loss": 0.8478,
+      "step": 2320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.8,
+      "learning_rate": 0.00011650000000000001,
+      "loss": 0.8495,
+      "mlm_loss": 0.8495,
+      "step": 2330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.8,
+      "learning_rate": 0.00011700000000000001,
+      "loss": 0.8441,
+      "mlm_loss": 0.8441,
+      "step": 2340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.81,
+      "learning_rate": 0.0001175,
+      "loss": 0.8441,
+      "mlm_loss": 0.8441,
+      "step": 2350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.82,
+      "learning_rate": 0.000118,
+      "loss": 0.8406,
+      "mlm_loss": 0.8406,
+      "step": 2360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.83,
+      "learning_rate": 0.0001185,
+      "loss": 0.8322,
+      "mlm_loss": 0.8322,
+      "step": 2370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.84,
+      "learning_rate": 0.00011899999999999999,
+      "loss": 0.8282,
+      "mlm_loss": 0.8282,
+      "step": 2380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.84,
+      "learning_rate": 0.00011949999999999999,
+      "loss": 0.8437,
+      "mlm_loss": 0.8437,
+      "step": 2390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.85,
+      "learning_rate": 0.00012,
+      "loss": 0.8415,
+      "mlm_loss": 0.8415,
+      "step": 2400
+    },
+    {
+      "epoch": 1.85,
+      "eval_ep_loss": -2.278646945953369,
+      "eval_loss": 0.7815272212028503,
+      "eval_mlm_loss": 0.7815272212028503,
+      "eval_runtime": 60.3734,
+      "eval_samples_per_second": 1157.281,
+      "eval_steps_per_second": 0.58,
+      "step": 2400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.86,
+      "learning_rate": 0.0001205,
+      "loss": 0.8232,
+      "mlm_loss": 0.8232,
+      "step": 2410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.87,
+      "learning_rate": 0.000121,
+      "loss": 0.8204,
+      "mlm_loss": 0.8204,
+      "step": 2420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.87,
+      "learning_rate": 0.0001215,
+      "loss": 0.8246,
+      "mlm_loss": 0.8246,
+      "step": 2430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.88,
+      "learning_rate": 0.000122,
+      "loss": 0.8092,
+      "mlm_loss": 0.8092,
+      "step": 2440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.89,
+      "learning_rate": 0.0001225,
+      "loss": 0.812,
+      "mlm_loss": 0.812,
+      "step": 2450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.9,
+      "learning_rate": 0.000123,
+      "loss": 0.8148,
+      "mlm_loss": 0.8148,
+      "step": 2460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.91,
+      "learning_rate": 0.0001235,
+      "loss": 0.8065,
+      "mlm_loss": 0.8065,
+      "step": 2470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.91,
+      "learning_rate": 0.000124,
+      "loss": 0.8029,
+      "mlm_loss": 0.8029,
+      "step": 2480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.92,
+      "learning_rate": 0.0001245,
+      "loss": 0.8148,
+      "mlm_loss": 0.8148,
+      "step": 2490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.93,
+      "learning_rate": 0.000125,
+      "loss": 0.806,
+      "mlm_loss": 0.806,
+      "step": 2500
+    },
+    {
+      "epoch": 1.93,
+      "eval_ep_loss": -2.1858584880828857,
+      "eval_loss": 0.7560575604438782,
+      "eval_mlm_loss": 0.7560575604438782,
+      "eval_runtime": 60.8551,
+      "eval_samples_per_second": 1148.121,
+      "eval_steps_per_second": 0.575,
+      "step": 2500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.94,
+      "learning_rate": 0.00012550000000000001,
+      "loss": 0.8048,
+      "mlm_loss": 0.8048,
+      "step": 2510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.94,
+      "learning_rate": 0.000126,
+      "loss": 0.8027,
+      "mlm_loss": 0.8027,
+      "step": 2520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.95,
+      "learning_rate": 0.0001265,
+      "loss": 0.797,
+      "mlm_loss": 0.797,
+      "step": 2530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.96,
+      "learning_rate": 0.000127,
+      "loss": 0.8041,
+      "mlm_loss": 0.8041,
+      "step": 2540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.97,
+      "learning_rate": 0.0001275,
+      "loss": 0.8,
+      "mlm_loss": 0.8,
+      "step": 2550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.97,
+      "learning_rate": 0.000128,
+      "loss": 0.7955,
+      "mlm_loss": 0.7955,
+      "step": 2560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.98,
+      "learning_rate": 0.0001285,
+      "loss": 0.7943,
+      "mlm_loss": 0.7943,
+      "step": 2570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 1.99,
+      "learning_rate": 0.00012900000000000002,
+      "loss": 0.7934,
+      "mlm_loss": 0.7934,
+      "step": 2580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.0,
+      "learning_rate": 0.0001295,
+      "loss": 0.7884,
+      "mlm_loss": 0.7884,
+      "step": 2590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.01,
+      "learning_rate": 0.00013000000000000002,
+      "loss": 0.7892,
+      "mlm_loss": 0.7892,
+      "step": 2600
+    },
+    {
+      "epoch": 2.01,
+      "eval_ep_loss": -2.1713080406188965,
+      "eval_loss": 0.7403181195259094,
+      "eval_mlm_loss": 0.7403181195259094,
+      "eval_runtime": 64.561,
+      "eval_samples_per_second": 1082.217,
+      "eval_steps_per_second": 0.542,
+      "step": 2600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.01,
+      "learning_rate": 0.0001305,
+      "loss": 0.7818,
+      "mlm_loss": 0.7818,
+      "step": 2610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.02,
+      "learning_rate": 0.000131,
+      "loss": 0.7771,
+      "mlm_loss": 0.7771,
+      "step": 2620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.03,
+      "learning_rate": 0.0001315,
+      "loss": 0.767,
+      "mlm_loss": 0.767,
+      "step": 2630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.04,
+      "learning_rate": 0.000132,
+      "loss": 0.7826,
+      "mlm_loss": 0.7826,
+      "step": 2640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.04,
+      "learning_rate": 0.00013250000000000002,
+      "loss": 0.771,
+      "mlm_loss": 0.771,
+      "step": 2650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.05,
+      "learning_rate": 0.000133,
+      "loss": 0.7774,
+      "mlm_loss": 0.7774,
+      "step": 2660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.06,
+      "learning_rate": 0.00013350000000000002,
+      "loss": 0.7674,
+      "mlm_loss": 0.7674,
+      "step": 2670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.07,
+      "learning_rate": 0.000134,
+      "loss": 0.7737,
+      "mlm_loss": 0.7737,
+      "step": 2680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.07,
+      "learning_rate": 0.00013450000000000002,
+      "loss": 0.7639,
+      "mlm_loss": 0.7639,
+      "step": 2690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.08,
+      "learning_rate": 0.000135,
+      "loss": 0.7655,
+      "mlm_loss": 0.7655,
+      "step": 2700
+    },
+    {
+      "epoch": 2.08,
+      "eval_ep_loss": -2.082960605621338,
+      "eval_loss": 0.7183709144592285,
+      "eval_mlm_loss": 0.7183709144592285,
+      "eval_runtime": 61.749,
+      "eval_samples_per_second": 1131.5,
+      "eval_steps_per_second": 0.567,
+      "step": 2700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.09,
+      "learning_rate": 0.00013550000000000001,
+      "loss": 0.7611,
+      "mlm_loss": 0.7611,
+      "step": 2710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.1,
+      "learning_rate": 0.00013600000000000003,
+      "loss": 0.7586,
+      "mlm_loss": 0.7586,
+      "step": 2720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.11,
+      "learning_rate": 0.0001365,
+      "loss": 0.762,
+      "mlm_loss": 0.762,
+      "step": 2730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.11,
+      "learning_rate": 0.00013700000000000002,
+      "loss": 0.7479,
+      "mlm_loss": 0.7479,
+      "step": 2740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.12,
+      "learning_rate": 0.0001375,
+      "loss": 0.7514,
+      "mlm_loss": 0.7514,
+      "step": 2750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.13,
+      "learning_rate": 0.00013800000000000002,
+      "loss": 0.7476,
+      "mlm_loss": 0.7476,
+      "step": 2760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.14,
+      "learning_rate": 0.0001385,
+      "loss": 0.7629,
+      "mlm_loss": 0.7629,
+      "step": 2770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.14,
+      "learning_rate": 0.00013900000000000002,
+      "loss": 0.7432,
+      "mlm_loss": 0.7432,
+      "step": 2780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.15,
+      "learning_rate": 0.0001395,
+      "loss": 0.7449,
+      "mlm_loss": 0.7449,
+      "step": 2790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.16,
+      "learning_rate": 0.00014000000000000001,
+      "loss": 0.7379,
+      "mlm_loss": 0.7379,
+      "step": 2800
+    },
+    {
+      "epoch": 2.16,
+      "eval_ep_loss": -2.261542558670044,
+      "eval_loss": 0.7018134593963623,
+      "eval_mlm_loss": 0.7018134593963623,
+      "eval_runtime": 60.9379,
+      "eval_samples_per_second": 1146.561,
+      "eval_steps_per_second": 0.574,
+      "step": 2800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.17,
+      "learning_rate": 0.00014050000000000003,
+      "loss": 0.7465,
+      "mlm_loss": 0.7465,
+      "step": 2810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.18,
+      "learning_rate": 0.00014099999999999998,
+      "loss": 0.737,
+      "mlm_loss": 0.737,
+      "step": 2820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.18,
+      "learning_rate": 0.0001415,
+      "loss": 0.7377,
+      "mlm_loss": 0.7377,
+      "step": 2830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.19,
+      "learning_rate": 0.00014199999999999998,
+      "loss": 0.7401,
+      "mlm_loss": 0.7401,
+      "step": 2840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.2,
+      "learning_rate": 0.0001425,
+      "loss": 0.7266,
+      "mlm_loss": 0.7266,
+      "step": 2850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.21,
+      "learning_rate": 0.00014299999999999998,
+      "loss": 0.7443,
+      "mlm_loss": 0.7443,
+      "step": 2860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.21,
+      "learning_rate": 0.0001435,
+      "loss": 0.7301,
+      "mlm_loss": 0.7301,
+      "step": 2870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.22,
+      "learning_rate": 0.000144,
+      "loss": 0.7427,
+      "mlm_loss": 0.7427,
+      "step": 2880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.23,
+      "learning_rate": 0.0001445,
+      "loss": 0.7387,
+      "mlm_loss": 0.7387,
+      "step": 2890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.24,
+      "learning_rate": 0.000145,
+      "loss": 0.721,
+      "mlm_loss": 0.721,
+      "step": 2900
+    },
+    {
+      "epoch": 2.24,
+      "eval_ep_loss": -2.377054214477539,
+      "eval_loss": 0.6826241612434387,
+      "eval_mlm_loss": 0.6826241612434387,
+      "eval_runtime": 60.9503,
+      "eval_samples_per_second": 1146.327,
+      "eval_steps_per_second": 0.574,
+      "step": 2900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.24,
+      "learning_rate": 0.00014549999999999999,
+      "loss": 0.7352,
+      "mlm_loss": 0.7352,
+      "step": 2910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.25,
+      "learning_rate": 0.000146,
+      "loss": 0.7219,
+      "mlm_loss": 0.7219,
+      "step": 2920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.26,
+      "learning_rate": 0.00014649999999999998,
+      "loss": 0.729,
+      "mlm_loss": 0.729,
+      "step": 2930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.27,
+      "learning_rate": 0.000147,
+      "loss": 0.7148,
+      "mlm_loss": 0.7148,
+      "step": 2940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.28,
+      "learning_rate": 0.0001475,
+      "loss": 0.721,
+      "mlm_loss": 0.721,
+      "step": 2950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.28,
+      "learning_rate": 0.000148,
+      "loss": 0.7113,
+      "mlm_loss": 0.7113,
+      "step": 2960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.29,
+      "learning_rate": 0.0001485,
+      "loss": 0.711,
+      "mlm_loss": 0.711,
+      "step": 2970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.3,
+      "learning_rate": 0.000149,
+      "loss": 0.7109,
+      "mlm_loss": 0.7109,
+      "step": 2980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.31,
+      "learning_rate": 0.0001495,
+      "loss": 0.7121,
+      "mlm_loss": 0.7121,
+      "step": 2990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.31,
+      "learning_rate": 0.00015,
+      "loss": 0.7106,
+      "mlm_loss": 0.7106,
+      "step": 3000
+    },
+    {
+      "epoch": 2.31,
+      "eval_ep_loss": -2.0994629859924316,
+      "eval_loss": 0.6672462821006775,
+      "eval_mlm_loss": 0.6672462821006775,
+      "eval_runtime": 63.0197,
+      "eval_samples_per_second": 1108.686,
+      "eval_steps_per_second": 0.555,
+      "step": 3000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.32,
+      "learning_rate": 0.0001505,
+      "loss": 0.7067,
+      "mlm_loss": 0.7067,
+      "step": 3010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.33,
+      "learning_rate": 0.000151,
+      "loss": 0.7082,
+      "mlm_loss": 0.7082,
+      "step": 3020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.34,
+      "learning_rate": 0.0001515,
+      "loss": 0.7097,
+      "mlm_loss": 0.7097,
+      "step": 3030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.34,
+      "learning_rate": 0.000152,
+      "loss": 0.6972,
+      "mlm_loss": 0.6972,
+      "step": 3040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.35,
+      "learning_rate": 0.0001525,
+      "loss": 0.7051,
+      "mlm_loss": 0.7051,
+      "step": 3050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.36,
+      "learning_rate": 0.000153,
+      "loss": 0.7029,
+      "mlm_loss": 0.7029,
+      "step": 3060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.37,
+      "learning_rate": 0.0001535,
+      "loss": 0.7037,
+      "mlm_loss": 0.7037,
+      "step": 3070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.38,
+      "learning_rate": 0.000154,
+      "loss": 0.6966,
+      "mlm_loss": 0.6966,
+      "step": 3080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.38,
+      "learning_rate": 0.00015450000000000001,
+      "loss": 0.6948,
+      "mlm_loss": 0.6948,
+      "step": 3090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.39,
+      "learning_rate": 0.000155,
+      "loss": 0.6974,
+      "mlm_loss": 0.6974,
+      "step": 3100
+    },
+    {
+      "epoch": 2.39,
+      "eval_ep_loss": -2.283140182495117,
+      "eval_loss": 0.6495695114135742,
+      "eval_mlm_loss": 0.6495695114135742,
+      "eval_runtime": 59.8554,
+      "eval_samples_per_second": 1167.296,
+      "eval_steps_per_second": 0.585,
+      "step": 3100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.4,
+      "learning_rate": 0.0001555,
+      "loss": 0.6877,
+      "mlm_loss": 0.6877,
+      "step": 3110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.41,
+      "learning_rate": 0.000156,
+      "loss": 0.6862,
+      "mlm_loss": 0.6862,
+      "step": 3120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.41,
+      "learning_rate": 0.0001565,
+      "loss": 0.6893,
+      "mlm_loss": 0.6893,
+      "step": 3130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.42,
+      "learning_rate": 0.000157,
+      "loss": 0.6943,
+      "mlm_loss": 0.6943,
+      "step": 3140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.43,
+      "learning_rate": 0.0001575,
+      "loss": 0.6804,
+      "mlm_loss": 0.6804,
+      "step": 3150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.44,
+      "learning_rate": 0.000158,
+      "loss": 0.6813,
+      "mlm_loss": 0.6813,
+      "step": 3160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.45,
+      "learning_rate": 0.0001585,
+      "loss": 0.6828,
+      "mlm_loss": 0.6828,
+      "step": 3170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.45,
+      "learning_rate": 0.00015900000000000002,
+      "loss": 0.6736,
+      "mlm_loss": 0.6736,
+      "step": 3180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.46,
+      "learning_rate": 0.0001595,
+      "loss": 0.6763,
+      "mlm_loss": 0.6763,
+      "step": 3190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.47,
+      "learning_rate": 0.00016,
+      "loss": 0.6796,
+      "mlm_loss": 0.6796,
+      "step": 3200
+    },
+    {
+      "epoch": 2.47,
+      "eval_ep_loss": -2.57122540473938,
+      "eval_loss": 0.6341940760612488,
+      "eval_mlm_loss": 0.6341940760612488,
+      "eval_runtime": 63.1531,
+      "eval_samples_per_second": 1106.343,
+      "eval_steps_per_second": 0.554,
+      "step": 3200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.48,
+      "learning_rate": 0.0001605,
+      "loss": 0.6688,
+      "mlm_loss": 0.6688,
+      "step": 3210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.48,
+      "learning_rate": 0.000161,
+      "loss": 0.6725,
+      "mlm_loss": 0.6725,
+      "step": 3220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.49,
+      "learning_rate": 0.0001615,
+      "loss": 0.6718,
+      "mlm_loss": 0.6718,
+      "step": 3230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.5,
+      "learning_rate": 0.000162,
+      "loss": 0.6675,
+      "mlm_loss": 0.6675,
+      "step": 3240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.51,
+      "learning_rate": 0.00016250000000000002,
+      "loss": 0.6665,
+      "mlm_loss": 0.6665,
+      "step": 3250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.51,
+      "learning_rate": 0.000163,
+      "loss": 0.6615,
+      "mlm_loss": 0.6615,
+      "step": 3260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.52,
+      "learning_rate": 0.00016350000000000002,
+      "loss": 0.6784,
+      "mlm_loss": 0.6784,
+      "step": 3270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.53,
+      "learning_rate": 0.000164,
+      "loss": 0.6686,
+      "mlm_loss": 0.6686,
+      "step": 3280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.54,
+      "learning_rate": 0.00016450000000000001,
+      "loss": 0.6697,
+      "mlm_loss": 0.6697,
+      "step": 3290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.55,
+      "learning_rate": 0.000165,
+      "loss": 0.6621,
+      "mlm_loss": 0.6621,
+      "step": 3300
+    },
+    {
+      "epoch": 2.55,
+      "eval_ep_loss": -2.320197820663452,
+      "eval_loss": 0.6192212104797363,
+      "eval_mlm_loss": 0.6192212104797363,
+      "eval_runtime": 60.3086,
+      "eval_samples_per_second": 1158.524,
+      "eval_steps_per_second": 0.58,
+      "step": 3300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.55,
+      "learning_rate": 0.0001655,
+      "loss": 0.6645,
+      "mlm_loss": 0.6645,
+      "step": 3310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.56,
+      "learning_rate": 0.00016600000000000002,
+      "loss": 0.6594,
+      "mlm_loss": 0.6594,
+      "step": 3320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.57,
+      "learning_rate": 0.0001665,
+      "loss": 0.6585,
+      "mlm_loss": 0.6585,
+      "step": 3330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.58,
+      "learning_rate": 0.00016700000000000002,
+      "loss": 0.6499,
+      "mlm_loss": 0.6499,
+      "step": 3340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.58,
+      "learning_rate": 0.0001675,
+      "loss": 0.641,
+      "mlm_loss": 0.641,
+      "step": 3350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.59,
+      "learning_rate": 0.00016800000000000002,
+      "loss": 0.653,
+      "mlm_loss": 0.653,
+      "step": 3360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.6,
+      "learning_rate": 0.0001685,
+      "loss": 0.6526,
+      "mlm_loss": 0.6526,
+      "step": 3370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.61,
+      "learning_rate": 0.00016900000000000002,
+      "loss": 0.6588,
+      "mlm_loss": 0.6588,
+      "step": 3380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.61,
+      "learning_rate": 0.00016950000000000003,
+      "loss": 0.6457,
+      "mlm_loss": 0.6457,
+      "step": 3390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.62,
+      "learning_rate": 0.00017,
+      "loss": 0.6464,
+      "mlm_loss": 0.6464,
+      "step": 3400
+    },
+    {
+      "epoch": 2.62,
+      "eval_ep_loss": -2.441110610961914,
+      "eval_loss": 0.6078351736068726,
+      "eval_mlm_loss": 0.6078351736068726,
+      "eval_runtime": 60.4806,
+      "eval_samples_per_second": 1155.23,
+      "eval_steps_per_second": 0.579,
+      "step": 3400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.63,
+      "learning_rate": 0.00017050000000000002,
+      "loss": 0.6517,
+      "mlm_loss": 0.6517,
+      "step": 3410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.64,
+      "learning_rate": 0.000171,
+      "loss": 0.6473,
+      "mlm_loss": 0.6473,
+      "step": 3420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.65,
+      "learning_rate": 0.00017150000000000002,
+      "loss": 0.6475,
+      "mlm_loss": 0.6475,
+      "step": 3430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.65,
+      "learning_rate": 0.00017199999999999998,
+      "loss": 0.649,
+      "mlm_loss": 0.649,
+      "step": 3440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.66,
+      "learning_rate": 0.0001725,
+      "loss": 0.652,
+      "mlm_loss": 0.652,
+      "step": 3450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.67,
+      "learning_rate": 0.000173,
+      "loss": 0.6484,
+      "mlm_loss": 0.6484,
+      "step": 3460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.68,
+      "learning_rate": 0.0001735,
+      "loss": 0.6405,
+      "mlm_loss": 0.6405,
+      "step": 3470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.68,
+      "learning_rate": 0.000174,
+      "loss": 0.6421,
+      "mlm_loss": 0.6421,
+      "step": 3480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.69,
+      "learning_rate": 0.00017449999999999999,
+      "loss": 0.6313,
+      "mlm_loss": 0.6313,
+      "step": 3490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.7,
+      "learning_rate": 0.000175,
+      "loss": 0.6228,
+      "mlm_loss": 0.6228,
+      "step": 3500
+    },
+    {
+      "epoch": 2.7,
+      "eval_ep_loss": -2.3252084255218506,
+      "eval_loss": 0.5944607257843018,
+      "eval_mlm_loss": 0.5944607257843018,
+      "eval_runtime": 59.8998,
+      "eval_samples_per_second": 1166.431,
+      "eval_steps_per_second": 0.584,
+      "step": 3500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.71,
+      "learning_rate": 0.00017549999999999998,
+      "loss": 0.6276,
+      "mlm_loss": 0.6276,
+      "step": 3510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.72,
+      "learning_rate": 0.000176,
+      "loss": 0.632,
+      "mlm_loss": 0.632,
+      "step": 3520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.72,
+      "learning_rate": 0.00017649999999999998,
+      "loss": 0.629,
+      "mlm_loss": 0.629,
+      "step": 3530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.73,
+      "learning_rate": 0.000177,
+      "loss": 0.6327,
+      "mlm_loss": 0.6327,
+      "step": 3540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.74,
+      "learning_rate": 0.0001775,
+      "loss": 0.6307,
+      "mlm_loss": 0.6307,
+      "step": 3550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.75,
+      "learning_rate": 0.000178,
+      "loss": 0.6156,
+      "mlm_loss": 0.6156,
+      "step": 3560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.75,
+      "learning_rate": 0.0001785,
+      "loss": 0.6246,
+      "mlm_loss": 0.6246,
+      "step": 3570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.76,
+      "learning_rate": 0.000179,
+      "loss": 0.6223,
+      "mlm_loss": 0.6223,
+      "step": 3580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.77,
+      "learning_rate": 0.0001795,
+      "loss": 0.6359,
+      "mlm_loss": 0.6359,
+      "step": 3590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.78,
+      "learning_rate": 0.00017999999999999998,
+      "loss": 0.6192,
+      "mlm_loss": 0.6192,
+      "step": 3600
+    },
+    {
+      "epoch": 2.78,
+      "eval_ep_loss": -2.543795585632324,
+      "eval_loss": 0.5830370783805847,
+      "eval_mlm_loss": 0.5830370783805847,
+      "eval_runtime": 62.3115,
+      "eval_samples_per_second": 1121.285,
+      "eval_steps_per_second": 0.562,
+      "step": 3600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.78,
+      "learning_rate": 0.0001805,
+      "loss": 0.619,
+      "mlm_loss": 0.619,
+      "step": 3610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.79,
+      "learning_rate": 0.000181,
+      "loss": 0.6107,
+      "mlm_loss": 0.6107,
+      "step": 3620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.8,
+      "learning_rate": 0.0001815,
+      "loss": 0.6287,
+      "mlm_loss": 0.6287,
+      "step": 3630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.81,
+      "learning_rate": 0.000182,
+      "loss": 0.616,
+      "mlm_loss": 0.616,
+      "step": 3640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.82,
+      "learning_rate": 0.0001825,
+      "loss": 0.6199,
+      "mlm_loss": 0.6199,
+      "step": 3650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.82,
+      "learning_rate": 0.000183,
+      "loss": 0.6179,
+      "mlm_loss": 0.6179,
+      "step": 3660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.83,
+      "learning_rate": 0.0001835,
+      "loss": 0.6159,
+      "mlm_loss": 0.6159,
+      "step": 3670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.84,
+      "learning_rate": 0.000184,
+      "loss": 0.6067,
+      "mlm_loss": 0.6067,
+      "step": 3680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.85,
+      "learning_rate": 0.0001845,
+      "loss": 0.6079,
+      "mlm_loss": 0.6079,
+      "step": 3690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.85,
+      "learning_rate": 0.000185,
+      "loss": 0.6063,
+      "mlm_loss": 0.6063,
+      "step": 3700
+    },
+    {
+      "epoch": 2.85,
+      "eval_ep_loss": -2.2521820068359375,
+      "eval_loss": 0.5688546299934387,
+      "eval_mlm_loss": 0.5688546299934387,
+      "eval_runtime": 60.0349,
+      "eval_samples_per_second": 1163.807,
+      "eval_steps_per_second": 0.583,
+      "step": 3700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.86,
+      "learning_rate": 0.0001855,
+      "loss": 0.6156,
+      "mlm_loss": 0.6156,
+      "step": 3710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.87,
+      "learning_rate": 0.000186,
+      "loss": 0.6093,
+      "mlm_loss": 0.6093,
+      "step": 3720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.88,
+      "learning_rate": 0.0001865,
+      "loss": 0.6073,
+      "mlm_loss": 0.6073,
+      "step": 3730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.88,
+      "learning_rate": 0.000187,
+      "loss": 0.6039,
+      "mlm_loss": 0.6039,
+      "step": 3740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.89,
+      "learning_rate": 0.0001875,
+      "loss": 0.5977,
+      "mlm_loss": 0.5977,
+      "step": 3750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.9,
+      "learning_rate": 0.00018800000000000002,
+      "loss": 0.6,
+      "mlm_loss": 0.6,
+      "step": 3760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.91,
+      "learning_rate": 0.0001885,
+      "loss": 0.6022,
+      "mlm_loss": 0.6022,
+      "step": 3770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.92,
+      "learning_rate": 0.000189,
+      "loss": 0.6015,
+      "mlm_loss": 0.6015,
+      "step": 3780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.92,
+      "learning_rate": 0.0001895,
+      "loss": 0.6016,
+      "mlm_loss": 0.6016,
+      "step": 3790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.93,
+      "learning_rate": 0.00019,
+      "loss": 0.5959,
+      "mlm_loss": 0.5959,
+      "step": 3800
+    },
+    {
+      "epoch": 2.93,
+      "eval_ep_loss": -2.366133213043213,
+      "eval_loss": 0.5573724508285522,
+      "eval_mlm_loss": 0.5573724508285522,
+      "eval_runtime": 61.8753,
+      "eval_samples_per_second": 1129.191,
+      "eval_steps_per_second": 0.566,
+      "step": 3800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.94,
+      "learning_rate": 0.0001905,
+      "loss": 0.6003,
+      "mlm_loss": 0.6003,
+      "step": 3810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.95,
+      "learning_rate": 0.000191,
+      "loss": 0.5984,
+      "mlm_loss": 0.5984,
+      "step": 3820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.95,
+      "learning_rate": 0.00019150000000000002,
+      "loss": 0.6005,
+      "mlm_loss": 0.6005,
+      "step": 3830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.96,
+      "learning_rate": 0.000192,
+      "loss": 0.5895,
+      "mlm_loss": 0.5895,
+      "step": 3840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.97,
+      "learning_rate": 0.00019250000000000002,
+      "loss": 0.5912,
+      "mlm_loss": 0.5912,
+      "step": 3850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.98,
+      "learning_rate": 0.000193,
+      "loss": 0.5828,
+      "mlm_loss": 0.5828,
+      "step": 3860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.98,
+      "learning_rate": 0.00019350000000000001,
+      "loss": 0.5865,
+      "mlm_loss": 0.5865,
+      "step": 3870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 2.99,
+      "learning_rate": 0.000194,
+      "loss": 0.5854,
+      "mlm_loss": 0.5854,
+      "step": 3880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.0,
+      "learning_rate": 0.0001945,
+      "loss": 0.5883,
+      "mlm_loss": 0.5883,
+      "step": 3890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.01,
+      "learning_rate": 0.00019500000000000002,
+      "loss": 0.5743,
+      "mlm_loss": 0.5743,
+      "step": 3900
+    },
+    {
+      "epoch": 3.01,
+      "eval_ep_loss": -2.332629680633545,
+      "eval_loss": 0.551331102848053,
+      "eval_mlm_loss": 0.551331102848053,
+      "eval_runtime": 61.0219,
+      "eval_samples_per_second": 1144.983,
+      "eval_steps_per_second": 0.574,
+      "step": 3900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.02,
+      "learning_rate": 0.0001955,
+      "loss": 0.5813,
+      "mlm_loss": 0.5813,
+      "step": 3910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.02,
+      "learning_rate": 0.00019600000000000002,
+      "loss": 0.5813,
+      "mlm_loss": 0.5813,
+      "step": 3920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.03,
+      "learning_rate": 0.0001965,
+      "loss": 0.5899,
+      "mlm_loss": 0.5899,
+      "step": 3930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.04,
+      "learning_rate": 0.00019700000000000002,
+      "loss": 0.5849,
+      "mlm_loss": 0.5849,
+      "step": 3940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.05,
+      "learning_rate": 0.0001975,
+      "loss": 0.5823,
+      "mlm_loss": 0.5823,
+      "step": 3950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.05,
+      "learning_rate": 0.00019800000000000002,
+      "loss": 0.5794,
+      "mlm_loss": 0.5794,
+      "step": 3960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.06,
+      "learning_rate": 0.00019850000000000003,
+      "loss": 0.5837,
+      "mlm_loss": 0.5837,
+      "step": 3970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.07,
+      "learning_rate": 0.000199,
+      "loss": 0.5783,
+      "mlm_loss": 0.5783,
+      "step": 3980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.08,
+      "learning_rate": 0.00019950000000000002,
+      "loss": 0.5733,
+      "mlm_loss": 0.5733,
+      "step": 3990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.09,
+      "learning_rate": 0.0002,
+      "loss": 0.5701,
+      "mlm_loss": 0.5701,
+      "step": 4000
+    },
+    {
+      "epoch": 3.09,
+      "eval_ep_loss": -2.3982014656066895,
+      "eval_loss": 0.5421211123466492,
+      "eval_mlm_loss": 0.5421211123466492,
+      "eval_runtime": 62.0302,
+      "eval_samples_per_second": 1126.37,
+      "eval_steps_per_second": 0.564,
+      "step": 4000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.09,
+      "learning_rate": 0.00020050000000000002,
+      "loss": 0.5737,
+      "mlm_loss": 0.5737,
+      "step": 4010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.1,
+      "learning_rate": 0.000201,
+      "loss": 0.5645,
+      "mlm_loss": 0.5645,
+      "step": 4020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.11,
+      "learning_rate": 0.00020150000000000002,
+      "loss": 0.5758,
+      "mlm_loss": 0.5758,
+      "step": 4030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.12,
+      "learning_rate": 0.000202,
+      "loss": 0.5849,
+      "mlm_loss": 0.5849,
+      "step": 4040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.12,
+      "learning_rate": 0.00020250000000000002,
+      "loss": 0.5667,
+      "mlm_loss": 0.5667,
+      "step": 4050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.13,
+      "learning_rate": 0.00020300000000000003,
+      "loss": 0.5726,
+      "mlm_loss": 0.5726,
+      "step": 4060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.14,
+      "learning_rate": 0.00020349999999999999,
+      "loss": 0.5645,
+      "mlm_loss": 0.5645,
+      "step": 4070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.15,
+      "learning_rate": 0.000204,
+      "loss": 0.5681,
+      "mlm_loss": 0.5681,
+      "step": 4080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.15,
+      "learning_rate": 0.00020449999999999998,
+      "loss": 0.564,
+      "mlm_loss": 0.564,
+      "step": 4090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.16,
+      "learning_rate": 0.000205,
+      "loss": 0.5655,
+      "mlm_loss": 0.5655,
+      "step": 4100
+    },
+    {
+      "epoch": 3.16,
+      "eval_ep_loss": -2.218219041824341,
+      "eval_loss": 0.5314173698425293,
+      "eval_mlm_loss": 0.5314173698425293,
+      "eval_runtime": 60.8804,
+      "eval_samples_per_second": 1147.644,
+      "eval_steps_per_second": 0.575,
+      "step": 4100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.17,
+      "learning_rate": 0.00020549999999999998,
+      "loss": 0.5654,
+      "mlm_loss": 0.5654,
+      "step": 4110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.18,
+      "learning_rate": 0.000206,
+      "loss": 0.5647,
+      "mlm_loss": 0.5647,
+      "step": 4120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.19,
+      "learning_rate": 0.0002065,
+      "loss": 0.568,
+      "mlm_loss": 0.568,
+      "step": 4130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.19,
+      "learning_rate": 0.000207,
+      "loss": 0.5538,
+      "mlm_loss": 0.5538,
+      "step": 4140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.2,
+      "learning_rate": 0.0002075,
+      "loss": 0.5585,
+      "mlm_loss": 0.5585,
+      "step": 4150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.21,
+      "learning_rate": 0.000208,
+      "loss": 0.5578,
+      "mlm_loss": 0.5578,
+      "step": 4160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.22,
+      "learning_rate": 0.0002085,
+      "loss": 0.5508,
+      "mlm_loss": 0.5508,
+      "step": 4170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.22,
+      "learning_rate": 0.00020899999999999998,
+      "loss": 0.5644,
+      "mlm_loss": 0.5644,
+      "step": 4180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.23,
+      "learning_rate": 0.0002095,
+      "loss": 0.5642,
+      "mlm_loss": 0.5642,
+      "step": 4190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.24,
+      "learning_rate": 0.00021,
+      "loss": 0.561,
+      "mlm_loss": 0.561,
+      "step": 4200
+    },
+    {
+      "epoch": 3.24,
+      "eval_ep_loss": -2.287240743637085,
+      "eval_loss": 0.5224212408065796,
+      "eval_mlm_loss": 0.5224212408065796,
+      "eval_runtime": 61.3268,
+      "eval_samples_per_second": 1139.291,
+      "eval_steps_per_second": 0.571,
+      "step": 4200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.25,
+      "learning_rate": 0.0002105,
+      "loss": 0.5564,
+      "mlm_loss": 0.5564,
+      "step": 4210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.25,
+      "learning_rate": 0.000211,
+      "loss": 0.5511,
+      "mlm_loss": 0.5511,
+      "step": 4220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.26,
+      "learning_rate": 0.0002115,
+      "loss": 0.5578,
+      "mlm_loss": 0.5578,
+      "step": 4230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.27,
+      "learning_rate": 0.000212,
+      "loss": 0.5531,
+      "mlm_loss": 0.5531,
+      "step": 4240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.28,
+      "learning_rate": 0.0002125,
+      "loss": 0.5569,
+      "mlm_loss": 0.5569,
+      "step": 4250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.29,
+      "learning_rate": 0.000213,
+      "loss": 0.5499,
+      "mlm_loss": 0.5499,
+      "step": 4260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.29,
+      "learning_rate": 0.0002135,
+      "loss": 0.5514,
+      "mlm_loss": 0.5514,
+      "step": 4270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.3,
+      "learning_rate": 0.000214,
+      "loss": 0.554,
+      "mlm_loss": 0.554,
+      "step": 4280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.31,
+      "learning_rate": 0.0002145,
+      "loss": 0.5444,
+      "mlm_loss": 0.5444,
+      "step": 4290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.32,
+      "learning_rate": 0.000215,
+      "loss": 0.5555,
+      "mlm_loss": 0.5555,
+      "step": 4300
+    },
+    {
+      "epoch": 3.32,
+      "eval_ep_loss": -2.407238245010376,
+      "eval_loss": 0.5153276920318604,
+      "eval_mlm_loss": 0.5153276920318604,
+      "eval_runtime": 62.01,
+      "eval_samples_per_second": 1126.738,
+      "eval_steps_per_second": 0.564,
+      "step": 4300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.32,
+      "learning_rate": 0.0002155,
+      "loss": 0.5374,
+      "mlm_loss": 0.5374,
+      "step": 4310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.33,
+      "learning_rate": 0.000216,
+      "loss": 0.5526,
+      "mlm_loss": 0.5526,
+      "step": 4320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.34,
+      "learning_rate": 0.0002165,
+      "loss": 0.5451,
+      "mlm_loss": 0.5451,
+      "step": 4330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.35,
+      "learning_rate": 0.00021700000000000002,
+      "loss": 0.5406,
+      "mlm_loss": 0.5406,
+      "step": 4340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.36,
+      "learning_rate": 0.0002175,
+      "loss": 0.5339,
+      "mlm_loss": 0.5339,
+      "step": 4350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.36,
+      "learning_rate": 0.000218,
+      "loss": 0.5434,
+      "mlm_loss": 0.5434,
+      "step": 4360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.37,
+      "learning_rate": 0.0002185,
+      "loss": 0.546,
+      "mlm_loss": 0.546,
+      "step": 4370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.38,
+      "learning_rate": 0.000219,
+      "loss": 0.5359,
+      "mlm_loss": 0.5359,
+      "step": 4380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.39,
+      "learning_rate": 0.0002195,
+      "loss": 0.5405,
+      "mlm_loss": 0.5405,
+      "step": 4390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.39,
+      "learning_rate": 0.00022,
+      "loss": 0.5506,
+      "mlm_loss": 0.5506,
+      "step": 4400
+    },
+    {
+      "epoch": 3.39,
+      "eval_ep_loss": -2.1430230140686035,
+      "eval_loss": 0.5089389681816101,
+      "eval_mlm_loss": 0.5089389681816101,
+      "eval_runtime": 60.2829,
+      "eval_samples_per_second": 1159.018,
+      "eval_steps_per_second": 0.581,
+      "step": 4400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.4,
+      "learning_rate": 0.0002205,
+      "loss": 0.5425,
+      "mlm_loss": 0.5425,
+      "step": 4410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.41,
+      "learning_rate": 0.000221,
+      "loss": 0.5443,
+      "mlm_loss": 0.5443,
+      "step": 4420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.42,
+      "learning_rate": 0.00022150000000000002,
+      "loss": 0.5433,
+      "mlm_loss": 0.5433,
+      "step": 4430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.42,
+      "learning_rate": 0.000222,
+      "loss": 0.5379,
+      "mlm_loss": 0.5379,
+      "step": 4440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.43,
+      "learning_rate": 0.00022250000000000001,
+      "loss": 0.5349,
+      "mlm_loss": 0.5349,
+      "step": 4450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.44,
+      "learning_rate": 0.000223,
+      "loss": 0.5385,
+      "mlm_loss": 0.5385,
+      "step": 4460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.45,
+      "learning_rate": 0.0002235,
+      "loss": 0.5337,
+      "mlm_loss": 0.5337,
+      "step": 4470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.46,
+      "learning_rate": 0.000224,
+      "loss": 0.5372,
+      "mlm_loss": 0.5372,
+      "step": 4480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.46,
+      "learning_rate": 0.0002245,
+      "loss": 0.5342,
+      "mlm_loss": 0.5342,
+      "step": 4490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.47,
+      "learning_rate": 0.00022500000000000002,
+      "loss": 0.5329,
+      "mlm_loss": 0.5329,
+      "step": 4500
+    },
+    {
+      "epoch": 3.47,
+      "eval_ep_loss": -2.252265691757202,
+      "eval_loss": 0.501177966594696,
+      "eval_mlm_loss": 0.501177966594696,
+      "eval_runtime": 61.1269,
+      "eval_samples_per_second": 1143.016,
+      "eval_steps_per_second": 0.573,
+      "step": 4500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.48,
+      "learning_rate": 0.0002255,
+      "loss": 0.5321,
+      "mlm_loss": 0.5321,
+      "step": 4510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.49,
+      "learning_rate": 0.00022600000000000002,
+      "loss": 0.5413,
+      "mlm_loss": 0.5413,
+      "step": 4520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.49,
+      "learning_rate": 0.0002265,
+      "loss": 0.5364,
+      "mlm_loss": 0.5364,
+      "step": 4530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.5,
+      "learning_rate": 0.00022700000000000002,
+      "loss": 0.5326,
+      "mlm_loss": 0.5326,
+      "step": 4540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.51,
+      "learning_rate": 0.0002275,
+      "loss": 0.5327,
+      "mlm_loss": 0.5327,
+      "step": 4550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.52,
+      "learning_rate": 0.000228,
+      "loss": 0.5334,
+      "mlm_loss": 0.5334,
+      "step": 4560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.52,
+      "learning_rate": 0.00022850000000000002,
+      "loss": 0.5344,
+      "mlm_loss": 0.5344,
+      "step": 4570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.53,
+      "learning_rate": 0.000229,
+      "loss": 0.5259,
+      "mlm_loss": 0.5259,
+      "step": 4580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.54,
+      "learning_rate": 0.00022950000000000002,
+      "loss": 0.519,
+      "mlm_loss": 0.519,
+      "step": 4590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.55,
+      "learning_rate": 0.00023,
+      "loss": 0.5243,
+      "mlm_loss": 0.5243,
+      "step": 4600
+    },
+    {
+      "epoch": 3.55,
+      "eval_ep_loss": -2.4623284339904785,
+      "eval_loss": 0.49688172340393066,
+      "eval_mlm_loss": 0.49688172340393066,
+      "eval_runtime": 60.8838,
+      "eval_samples_per_second": 1147.579,
+      "eval_steps_per_second": 0.575,
+      "step": 4600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.56,
+      "learning_rate": 0.00023050000000000002,
+      "loss": 0.5237,
+      "mlm_loss": 0.5237,
+      "step": 4610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.56,
+      "learning_rate": 0.000231,
+      "loss": 0.5249,
+      "mlm_loss": 0.5249,
+      "step": 4620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.57,
+      "learning_rate": 0.00023150000000000002,
+      "loss": 0.5208,
+      "mlm_loss": 0.5208,
+      "step": 4630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.58,
+      "learning_rate": 0.00023200000000000003,
+      "loss": 0.5213,
+      "mlm_loss": 0.5213,
+      "step": 4640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.59,
+      "learning_rate": 0.0002325,
+      "loss": 0.5316,
+      "mlm_loss": 0.5316,
+      "step": 4650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.59,
+      "learning_rate": 0.00023300000000000003,
+      "loss": 0.5231,
+      "mlm_loss": 0.5231,
+      "step": 4660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.6,
+      "learning_rate": 0.0002335,
+      "loss": 0.524,
+      "mlm_loss": 0.524,
+      "step": 4670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.61,
+      "learning_rate": 0.00023400000000000002,
+      "loss": 0.5274,
+      "mlm_loss": 0.5274,
+      "step": 4680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.62,
+      "learning_rate": 0.00023449999999999998,
+      "loss": 0.5186,
+      "mlm_loss": 0.5186,
+      "step": 4690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.63,
+      "learning_rate": 0.000235,
+      "loss": 0.5201,
+      "mlm_loss": 0.5201,
+      "step": 4700
+    },
+    {
+      "epoch": 3.63,
+      "eval_ep_loss": -2.275129556655884,
+      "eval_loss": 0.48909062147140503,
+      "eval_mlm_loss": 0.48909062147140503,
+      "eval_runtime": 63.7661,
+      "eval_samples_per_second": 1095.708,
+      "eval_steps_per_second": 0.549,
+      "step": 4700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.63,
+      "learning_rate": 0.0002355,
+      "loss": 0.5167,
+      "mlm_loss": 0.5167,
+      "step": 4710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.64,
+      "learning_rate": 0.000236,
+      "loss": 0.5152,
+      "mlm_loss": 0.5152,
+      "step": 4720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.65,
+      "learning_rate": 0.0002365,
+      "loss": 0.5201,
+      "mlm_loss": 0.5201,
+      "step": 4730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.66,
+      "learning_rate": 0.000237,
+      "loss": 0.5234,
+      "mlm_loss": 0.5234,
+      "step": 4740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.66,
+      "learning_rate": 0.0002375,
+      "loss": 0.5156,
+      "mlm_loss": 0.5156,
+      "step": 4750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.67,
+      "learning_rate": 0.00023799999999999998,
+      "loss": 0.5189,
+      "mlm_loss": 0.5189,
+      "step": 4760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.68,
+      "learning_rate": 0.0002385,
+      "loss": 0.5189,
+      "mlm_loss": 0.5189,
+      "step": 4770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.69,
+      "learning_rate": 0.00023899999999999998,
+      "loss": 0.51,
+      "mlm_loss": 0.51,
+      "step": 4780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.69,
+      "learning_rate": 0.0002395,
+      "loss": 0.5158,
+      "mlm_loss": 0.5158,
+      "step": 4790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.7,
+      "learning_rate": 0.00024,
+      "loss": 0.5121,
+      "mlm_loss": 0.5121,
+      "step": 4800
+    },
+    {
+      "epoch": 3.7,
+      "eval_ep_loss": -2.0928449630737305,
+      "eval_loss": 0.48291251063346863,
+      "eval_mlm_loss": 0.48291251063346863,
+      "eval_runtime": 60.133,
+      "eval_samples_per_second": 1161.908,
+      "eval_steps_per_second": 0.582,
+      "step": 4800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.71,
+      "learning_rate": 0.0002405,
+      "loss": 0.5108,
+      "mlm_loss": 0.5108,
+      "step": 4810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.72,
+      "learning_rate": 0.000241,
+      "loss": 0.5176,
+      "mlm_loss": 0.5176,
+      "step": 4820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.73,
+      "learning_rate": 0.0002415,
+      "loss": 0.5102,
+      "mlm_loss": 0.5102,
+      "step": 4830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.73,
+      "learning_rate": 0.000242,
+      "loss": 0.514,
+      "mlm_loss": 0.514,
+      "step": 4840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.74,
+      "learning_rate": 0.00024249999999999999,
+      "loss": 0.5086,
+      "mlm_loss": 0.5086,
+      "step": 4850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.75,
+      "learning_rate": 0.000243,
+      "loss": 0.515,
+      "mlm_loss": 0.515,
+      "step": 4860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.76,
+      "learning_rate": 0.0002435,
+      "loss": 0.5091,
+      "mlm_loss": 0.5091,
+      "step": 4870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.76,
+      "learning_rate": 0.000244,
+      "loss": 0.514,
+      "mlm_loss": 0.514,
+      "step": 4880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.77,
+      "learning_rate": 0.0002445,
+      "loss": 0.5051,
+      "mlm_loss": 0.5051,
+      "step": 4890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.78,
+      "learning_rate": 0.000245,
+      "loss": 0.526,
+      "mlm_loss": 0.526,
+      "step": 4900
+    },
+    {
+      "epoch": 3.78,
+      "eval_ep_loss": -2.452838182449341,
+      "eval_loss": 0.4754766523838043,
+      "eval_mlm_loss": 0.4754766523838043,
+      "eval_runtime": 60.9895,
+      "eval_samples_per_second": 1145.591,
+      "eval_steps_per_second": 0.574,
+      "step": 4900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.79,
+      "learning_rate": 0.0002455,
+      "loss": 0.5104,
+      "mlm_loss": 0.5104,
+      "step": 4910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.79,
+      "learning_rate": 0.000246,
+      "loss": 0.4975,
+      "mlm_loss": 0.4975,
+      "step": 4920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.8,
+      "learning_rate": 0.00024650000000000003,
+      "loss": 0.511,
+      "mlm_loss": 0.511,
+      "step": 4930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.81,
+      "learning_rate": 0.000247,
+      "loss": 0.5081,
+      "mlm_loss": 0.5081,
+      "step": 4940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.82,
+      "learning_rate": 0.0002475,
+      "loss": 0.5067,
+      "mlm_loss": 0.5067,
+      "step": 4950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.83,
+      "learning_rate": 0.000248,
+      "loss": 0.5062,
+      "mlm_loss": 0.5062,
+      "step": 4960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.83,
+      "learning_rate": 0.0002485,
+      "loss": 0.5054,
+      "mlm_loss": 0.5054,
+      "step": 4970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.84,
+      "learning_rate": 0.000249,
+      "loss": 0.5032,
+      "mlm_loss": 0.5032,
+      "step": 4980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.85,
+      "learning_rate": 0.0002495,
+      "loss": 0.5022,
+      "mlm_loss": 0.5022,
+      "step": 4990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.86,
+      "learning_rate": 0.00025,
+      "loss": 0.5077,
+      "mlm_loss": 0.5077,
+      "step": 5000
+    },
+    {
+      "epoch": 3.86,
+      "eval_ep_loss": -2.5484063625335693,
+      "eval_loss": 0.47381114959716797,
+      "eval_mlm_loss": 0.47381114959716797,
+      "eval_runtime": 59.7879,
+      "eval_samples_per_second": 1168.615,
+      "eval_steps_per_second": 0.585,
+      "step": 5000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.86,
+      "learning_rate": 0.0002505,
+      "loss": 0.5129,
+      "mlm_loss": 0.5129,
+      "step": 5010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.87,
+      "learning_rate": 0.00025100000000000003,
+      "loss": 0.5031,
+      "mlm_loss": 0.5031,
+      "step": 5020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.88,
+      "learning_rate": 0.0002515,
+      "loss": 0.4941,
+      "mlm_loss": 0.4941,
+      "step": 5030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.89,
+      "learning_rate": 0.000252,
+      "loss": 0.4976,
+      "mlm_loss": 0.4976,
+      "step": 5040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.9,
+      "learning_rate": 0.0002525,
+      "loss": 0.5053,
+      "mlm_loss": 0.5053,
+      "step": 5050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.9,
+      "learning_rate": 0.000253,
+      "loss": 0.495,
+      "mlm_loss": 0.495,
+      "step": 5060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.91,
+      "learning_rate": 0.0002535,
+      "loss": 0.4972,
+      "mlm_loss": 0.4972,
+      "step": 5070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.92,
+      "learning_rate": 0.000254,
+      "loss": 0.4934,
+      "mlm_loss": 0.4934,
+      "step": 5080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.93,
+      "learning_rate": 0.0002545,
+      "loss": 0.4907,
+      "mlm_loss": 0.4907,
+      "step": 5090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.93,
+      "learning_rate": 0.000255,
+      "loss": 0.4936,
+      "mlm_loss": 0.4936,
+      "step": 5100
+    },
+    {
+      "epoch": 3.93,
+      "eval_ep_loss": -2.5289254188537598,
+      "eval_loss": 0.46655842661857605,
+      "eval_mlm_loss": 0.46655842661857605,
+      "eval_runtime": 62.2403,
+      "eval_samples_per_second": 1122.569,
+      "eval_steps_per_second": 0.562,
+      "step": 5100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.94,
+      "learning_rate": 0.00025550000000000003,
+      "loss": 0.4996,
+      "mlm_loss": 0.4996,
+      "step": 5110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.95,
+      "learning_rate": 0.000256,
+      "loss": 0.4911,
+      "mlm_loss": 0.4911,
+      "step": 5120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.96,
+      "learning_rate": 0.0002565,
+      "loss": 0.4994,
+      "mlm_loss": 0.4994,
+      "step": 5130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.96,
+      "learning_rate": 0.000257,
+      "loss": 0.4899,
+      "mlm_loss": 0.4899,
+      "step": 5140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.97,
+      "learning_rate": 0.0002575,
+      "loss": 0.5057,
+      "mlm_loss": 0.5057,
+      "step": 5150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.98,
+      "learning_rate": 0.00025800000000000004,
+      "loss": 0.4845,
+      "mlm_loss": 0.4845,
+      "step": 5160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 3.99,
+      "learning_rate": 0.0002585,
+      "loss": 0.4925,
+      "mlm_loss": 0.4925,
+      "step": 5170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.0,
+      "learning_rate": 0.000259,
+      "loss": 0.4976,
+      "mlm_loss": 0.4976,
+      "step": 5180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.0,
+      "learning_rate": 0.0002595,
+      "loss": 0.495,
+      "mlm_loss": 0.495,
+      "step": 5190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.01,
+      "learning_rate": 0.00026000000000000003,
+      "loss": 0.4902,
+      "mlm_loss": 0.4902,
+      "step": 5200
+    },
+    {
+      "epoch": 4.01,
+      "eval_ep_loss": -2.2716147899627686,
+      "eval_loss": 0.46275386214256287,
+      "eval_mlm_loss": 0.46275386214256287,
+      "eval_runtime": 59.0432,
+      "eval_samples_per_second": 1183.353,
+      "eval_steps_per_second": 0.593,
+      "step": 5200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.02,
+      "learning_rate": 0.0002605,
+      "loss": 0.4882,
+      "mlm_loss": 0.4882,
+      "step": 5210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.03,
+      "learning_rate": 0.000261,
+      "loss": 0.4889,
+      "mlm_loss": 0.4889,
+      "step": 5220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.03,
+      "learning_rate": 0.0002615,
+      "loss": 0.4967,
+      "mlm_loss": 0.4967,
+      "step": 5230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.04,
+      "learning_rate": 0.000262,
+      "loss": 0.4841,
+      "mlm_loss": 0.4841,
+      "step": 5240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.05,
+      "learning_rate": 0.00026250000000000004,
+      "loss": 0.4883,
+      "mlm_loss": 0.4883,
+      "step": 5250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.06,
+      "learning_rate": 0.000263,
+      "loss": 0.4877,
+      "mlm_loss": 0.4877,
+      "step": 5260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.06,
+      "learning_rate": 0.0002635,
+      "loss": 0.4785,
+      "mlm_loss": 0.4785,
+      "step": 5270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.07,
+      "learning_rate": 0.000264,
+      "loss": 0.4896,
+      "mlm_loss": 0.4896,
+      "step": 5280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.08,
+      "learning_rate": 0.00026450000000000003,
+      "loss": 0.4866,
+      "mlm_loss": 0.4866,
+      "step": 5290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.09,
+      "learning_rate": 0.00026500000000000004,
+      "loss": 0.4871,
+      "mlm_loss": 0.4871,
+      "step": 5300
+    },
+    {
+      "epoch": 4.09,
+      "eval_ep_loss": -2.3992135524749756,
+      "eval_loss": 0.4574643075466156,
+      "eval_mlm_loss": 0.4574643075466156,
+      "eval_runtime": 62.4777,
+      "eval_samples_per_second": 1118.303,
+      "eval_steps_per_second": 0.56,
+      "step": 5300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.1,
+      "learning_rate": 0.0002655,
+      "loss": 0.4836,
+      "mlm_loss": 0.4836,
+      "step": 5310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.1,
+      "learning_rate": 0.000266,
+      "loss": 0.487,
+      "mlm_loss": 0.487,
+      "step": 5320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.11,
+      "learning_rate": 0.0002665,
+      "loss": 0.4922,
+      "mlm_loss": 0.4922,
+      "step": 5330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.12,
+      "learning_rate": 0.00026700000000000004,
+      "loss": 0.4886,
+      "mlm_loss": 0.4886,
+      "step": 5340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.13,
+      "learning_rate": 0.0002675,
+      "loss": 0.4774,
+      "mlm_loss": 0.4774,
+      "step": 5350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.13,
+      "learning_rate": 0.000268,
+      "loss": 0.4833,
+      "mlm_loss": 0.4833,
+      "step": 5360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.14,
+      "learning_rate": 0.0002685,
+      "loss": 0.4878,
+      "mlm_loss": 0.4878,
+      "step": 5370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.15,
+      "learning_rate": 0.00026900000000000003,
+      "loss": 0.4778,
+      "mlm_loss": 0.4778,
+      "step": 5380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.16,
+      "learning_rate": 0.00026950000000000005,
+      "loss": 0.4833,
+      "mlm_loss": 0.4833,
+      "step": 5390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.17,
+      "learning_rate": 0.00027,
+      "loss": 0.4849,
+      "mlm_loss": 0.4849,
+      "step": 5400
+    },
+    {
+      "epoch": 4.17,
+      "eval_ep_loss": -2.320817708969116,
+      "eval_loss": 0.4534033536911011,
+      "eval_mlm_loss": 0.4534033536911011,
+      "eval_runtime": 61.6917,
+      "eval_samples_per_second": 1132.551,
+      "eval_steps_per_second": 0.567,
+      "step": 5400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.17,
+      "learning_rate": 0.0002705,
+      "loss": 0.4889,
+      "mlm_loss": 0.4889,
+      "step": 5410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.18,
+      "learning_rate": 0.00027100000000000003,
+      "loss": 0.4793,
+      "mlm_loss": 0.4793,
+      "step": 5420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.19,
+      "learning_rate": 0.00027150000000000004,
+      "loss": 0.476,
+      "mlm_loss": 0.476,
+      "step": 5430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.2,
+      "learning_rate": 0.00027200000000000005,
+      "loss": 0.4808,
+      "mlm_loss": 0.4808,
+      "step": 5440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.2,
+      "learning_rate": 0.0002725,
+      "loss": 0.475,
+      "mlm_loss": 0.475,
+      "step": 5450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.21,
+      "learning_rate": 0.000273,
+      "loss": 0.4763,
+      "mlm_loss": 0.4763,
+      "step": 5460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.22,
+      "learning_rate": 0.00027350000000000003,
+      "loss": 0.4796,
+      "mlm_loss": 0.4796,
+      "step": 5470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.23,
+      "learning_rate": 0.00027400000000000005,
+      "loss": 0.4828,
+      "mlm_loss": 0.4828,
+      "step": 5480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.23,
+      "learning_rate": 0.0002745,
+      "loss": 0.4799,
+      "mlm_loss": 0.4799,
+      "step": 5490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.24,
+      "learning_rate": 0.000275,
+      "loss": 0.4769,
+      "mlm_loss": 0.4769,
+      "step": 5500
+    },
+    {
+      "epoch": 4.24,
+      "eval_ep_loss": -2.215350389480591,
+      "eval_loss": 0.4512145221233368,
+      "eval_mlm_loss": 0.4512145221233368,
+      "eval_runtime": 60.8844,
+      "eval_samples_per_second": 1147.569,
+      "eval_steps_per_second": 0.575,
+      "step": 5500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.25,
+      "learning_rate": 0.00027550000000000003,
+      "loss": 0.4799,
+      "mlm_loss": 0.4799,
+      "step": 5510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.26,
+      "learning_rate": 0.00027600000000000004,
+      "loss": 0.4732,
+      "mlm_loss": 0.4732,
+      "step": 5520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.27,
+      "learning_rate": 0.00027650000000000005,
+      "loss": 0.4756,
+      "mlm_loss": 0.4756,
+      "step": 5530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.27,
+      "learning_rate": 0.000277,
+      "loss": 0.4749,
+      "mlm_loss": 0.4749,
+      "step": 5540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.28,
+      "learning_rate": 0.0002775,
+      "loss": 0.4656,
+      "mlm_loss": 0.4656,
+      "step": 5550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.29,
+      "learning_rate": 0.00027800000000000004,
+      "loss": 0.473,
+      "mlm_loss": 0.473,
+      "step": 5560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.3,
+      "learning_rate": 0.00027850000000000005,
+      "loss": 0.4819,
+      "mlm_loss": 0.4819,
+      "step": 5570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.3,
+      "learning_rate": 0.000279,
+      "loss": 0.4825,
+      "mlm_loss": 0.4825,
+      "step": 5580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.31,
+      "learning_rate": 0.0002795,
+      "loss": 0.4799,
+      "mlm_loss": 0.4799,
+      "step": 5590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.32,
+      "learning_rate": 0.00028000000000000003,
+      "loss": 0.4684,
+      "mlm_loss": 0.4684,
+      "step": 5600
+    },
+    {
+      "epoch": 4.32,
+      "eval_ep_loss": -2.7064967155456543,
+      "eval_loss": 0.44732606410980225,
+      "eval_mlm_loss": 0.44732606410980225,
+      "eval_runtime": 60.0339,
+      "eval_samples_per_second": 1163.826,
+      "eval_steps_per_second": 0.583,
+      "step": 5600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.33,
+      "learning_rate": 0.00028050000000000004,
+      "loss": 0.47,
+      "mlm_loss": 0.47,
+      "step": 5610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.33,
+      "learning_rate": 0.00028100000000000005,
+      "loss": 0.4698,
+      "mlm_loss": 0.4698,
+      "step": 5620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.34,
+      "learning_rate": 0.00028149999999999996,
+      "loss": 0.4758,
+      "mlm_loss": 0.4758,
+      "step": 5630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.35,
+      "learning_rate": 0.00028199999999999997,
+      "loss": 0.475,
+      "mlm_loss": 0.475,
+      "step": 5640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.36,
+      "learning_rate": 0.0002825,
+      "loss": 0.4805,
+      "mlm_loss": 0.4805,
+      "step": 5650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.37,
+      "learning_rate": 0.000283,
+      "loss": 0.4731,
+      "mlm_loss": 0.4731,
+      "step": 5660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.37,
+      "learning_rate": 0.0002835,
+      "loss": 0.4738,
+      "mlm_loss": 0.4738,
+      "step": 5670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.38,
+      "learning_rate": 0.00028399999999999996,
+      "loss": 0.4672,
+      "mlm_loss": 0.4672,
+      "step": 5680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.39,
+      "learning_rate": 0.0002845,
+      "loss": 0.4614,
+      "mlm_loss": 0.4614,
+      "step": 5690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.4,
+      "learning_rate": 0.000285,
+      "loss": 0.4717,
+      "mlm_loss": 0.4717,
+      "step": 5700
+    },
+    {
+      "epoch": 4.4,
+      "eval_ep_loss": -2.254852294921875,
+      "eval_loss": 0.44317254424095154,
+      "eval_mlm_loss": 0.44317254424095154,
+      "eval_runtime": 59.6572,
+      "eval_samples_per_second": 1171.174,
+      "eval_steps_per_second": 0.587,
+      "step": 5700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.4,
+      "learning_rate": 0.0002855,
+      "loss": 0.4665,
+      "mlm_loss": 0.4665,
+      "step": 5710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.41,
+      "learning_rate": 0.00028599999999999996,
+      "loss": 0.4725,
+      "mlm_loss": 0.4725,
+      "step": 5720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.42,
+      "learning_rate": 0.00028649999999999997,
+      "loss": 0.4688,
+      "mlm_loss": 0.4688,
+      "step": 5730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.43,
+      "learning_rate": 0.000287,
+      "loss": 0.4742,
+      "mlm_loss": 0.4742,
+      "step": 5740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.44,
+      "learning_rate": 0.0002875,
+      "loss": 0.4656,
+      "mlm_loss": 0.4656,
+      "step": 5750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.44,
+      "learning_rate": 0.000288,
+      "loss": 0.4758,
+      "mlm_loss": 0.4758,
+      "step": 5760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.45,
+      "learning_rate": 0.00028849999999999997,
+      "loss": 0.4705,
+      "mlm_loss": 0.4705,
+      "step": 5770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.46,
+      "learning_rate": 0.000289,
+      "loss": 0.4655,
+      "mlm_loss": 0.4655,
+      "step": 5780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.47,
+      "learning_rate": 0.0002895,
+      "loss": 0.4636,
+      "mlm_loss": 0.4636,
+      "step": 5790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.47,
+      "learning_rate": 0.00029,
+      "loss": 0.4646,
+      "mlm_loss": 0.4646,
+      "step": 5800
+    },
+    {
+      "epoch": 4.47,
+      "eval_ep_loss": -2.2536895275115967,
+      "eval_loss": 0.43992048501968384,
+      "eval_mlm_loss": 0.43992048501968384,
+      "eval_runtime": 62.7548,
+      "eval_samples_per_second": 1113.364,
+      "eval_steps_per_second": 0.558,
+      "step": 5800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.48,
+      "learning_rate": 0.00029049999999999996,
+      "loss": 0.4691,
+      "mlm_loss": 0.4691,
+      "step": 5810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.49,
+      "learning_rate": 0.00029099999999999997,
+      "loss": 0.4634,
+      "mlm_loss": 0.4634,
+      "step": 5820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.5,
+      "learning_rate": 0.0002915,
+      "loss": 0.46,
+      "mlm_loss": 0.46,
+      "step": 5830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.5,
+      "learning_rate": 0.000292,
+      "loss": 0.4648,
+      "mlm_loss": 0.4648,
+      "step": 5840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.51,
+      "learning_rate": 0.0002925,
+      "loss": 0.4624,
+      "mlm_loss": 0.4624,
+      "step": 5850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.52,
+      "learning_rate": 0.00029299999999999997,
+      "loss": 0.4649,
+      "mlm_loss": 0.4649,
+      "step": 5860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.53,
+      "learning_rate": 0.0002935,
+      "loss": 0.4626,
+      "mlm_loss": 0.4626,
+      "step": 5870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.54,
+      "learning_rate": 0.000294,
+      "loss": 0.4648,
+      "mlm_loss": 0.4648,
+      "step": 5880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.54,
+      "learning_rate": 0.0002945,
+      "loss": 0.4694,
+      "mlm_loss": 0.4694,
+      "step": 5890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.55,
+      "learning_rate": 0.000295,
+      "loss": 0.4699,
+      "mlm_loss": 0.4699,
+      "step": 5900
+    },
+    {
+      "epoch": 4.55,
+      "eval_ep_loss": -2.540950298309326,
+      "eval_loss": 0.4340103566646576,
+      "eval_mlm_loss": 0.4340103566646576,
+      "eval_runtime": 60.4098,
+      "eval_samples_per_second": 1156.584,
+      "eval_steps_per_second": 0.579,
+      "step": 5900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.56,
+      "learning_rate": 0.00029549999999999997,
+      "loss": 0.4615,
+      "mlm_loss": 0.4615,
+      "step": 5910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.57,
+      "learning_rate": 0.000296,
+      "loss": 0.4628,
+      "mlm_loss": 0.4628,
+      "step": 5920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.57,
+      "learning_rate": 0.0002965,
+      "loss": 0.4614,
+      "mlm_loss": 0.4614,
+      "step": 5930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.58,
+      "learning_rate": 0.000297,
+      "loss": 0.4584,
+      "mlm_loss": 0.4584,
+      "step": 5940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.59,
+      "learning_rate": 0.00029749999999999997,
+      "loss": 0.4624,
+      "mlm_loss": 0.4624,
+      "step": 5950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.6,
+      "learning_rate": 0.000298,
+      "loss": 0.4559,
+      "mlm_loss": 0.4559,
+      "step": 5960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.6,
+      "learning_rate": 0.0002985,
+      "loss": 0.4583,
+      "mlm_loss": 0.4583,
+      "step": 5970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.61,
+      "learning_rate": 0.000299,
+      "loss": 0.4641,
+      "mlm_loss": 0.4641,
+      "step": 5980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.62,
+      "learning_rate": 0.0002995,
+      "loss": 0.4639,
+      "mlm_loss": 0.4639,
+      "step": 5990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.63,
+      "learning_rate": 0.0003,
+      "loss": 0.4632,
+      "mlm_loss": 0.4632,
+      "step": 6000
+    },
+    {
+      "epoch": 4.63,
+      "eval_ep_loss": -2.32681941986084,
+      "eval_loss": 0.4312271177768707,
+      "eval_mlm_loss": 0.4312271177768707,
+      "eval_runtime": 60.5376,
+      "eval_samples_per_second": 1154.142,
+      "eval_steps_per_second": 0.578,
+      "step": 6000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.64,
+      "learning_rate": 0.0003005,
+      "loss": 0.4618,
+      "mlm_loss": 0.4618,
+      "step": 6010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.64,
+      "learning_rate": 0.000301,
+      "loss": 0.4553,
+      "mlm_loss": 0.4553,
+      "step": 6020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.65,
+      "learning_rate": 0.0003015,
+      "loss": 0.4649,
+      "mlm_loss": 0.4649,
+      "step": 6030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.66,
+      "learning_rate": 0.000302,
+      "loss": 0.4569,
+      "mlm_loss": 0.4569,
+      "step": 6040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.67,
+      "learning_rate": 0.0003025,
+      "loss": 0.4658,
+      "mlm_loss": 0.4658,
+      "step": 6050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.67,
+      "learning_rate": 0.000303,
+      "loss": 0.4571,
+      "mlm_loss": 0.4571,
+      "step": 6060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.68,
+      "learning_rate": 0.0003035,
+      "loss": 0.4574,
+      "mlm_loss": 0.4574,
+      "step": 6070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.69,
+      "learning_rate": 0.000304,
+      "loss": 0.4539,
+      "mlm_loss": 0.4539,
+      "step": 6080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.7,
+      "learning_rate": 0.0003045,
+      "loss": 0.4544,
+      "mlm_loss": 0.4544,
+      "step": 6090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.7,
+      "learning_rate": 0.000305,
+      "loss": 0.4532,
+      "mlm_loss": 0.4532,
+      "step": 6100
+    },
+    {
+      "epoch": 4.7,
+      "eval_ep_loss": -2.5871927738189697,
+      "eval_loss": 0.4311540722846985,
+      "eval_mlm_loss": 0.4311540722846985,
+      "eval_runtime": 62.3642,
+      "eval_samples_per_second": 1120.337,
+      "eval_steps_per_second": 0.561,
+      "step": 6100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.71,
+      "learning_rate": 0.0003055,
+      "loss": 0.4553,
+      "mlm_loss": 0.4553,
+      "step": 6110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.72,
+      "learning_rate": 0.000306,
+      "loss": 0.4557,
+      "mlm_loss": 0.4557,
+      "step": 6120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.73,
+      "learning_rate": 0.0003065,
+      "loss": 0.4568,
+      "mlm_loss": 0.4568,
+      "step": 6130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.74,
+      "learning_rate": 0.000307,
+      "loss": 0.4633,
+      "mlm_loss": 0.4633,
+      "step": 6140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.74,
+      "learning_rate": 0.0003075,
+      "loss": 0.4517,
+      "mlm_loss": 0.4517,
+      "step": 6150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.75,
+      "learning_rate": 0.000308,
+      "loss": 0.4539,
+      "mlm_loss": 0.4539,
+      "step": 6160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.76,
+      "learning_rate": 0.0003085,
+      "loss": 0.4606,
+      "mlm_loss": 0.4606,
+      "step": 6170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.77,
+      "learning_rate": 0.00030900000000000003,
+      "loss": 0.4502,
+      "mlm_loss": 0.4502,
+      "step": 6180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.77,
+      "learning_rate": 0.0003095,
+      "loss": 0.453,
+      "mlm_loss": 0.453,
+      "step": 6190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.78,
+      "learning_rate": 0.00031,
+      "loss": 0.4499,
+      "mlm_loss": 0.4499,
+      "step": 6200
+    },
+    {
+      "epoch": 4.78,
+      "eval_ep_loss": -2.451572895050049,
+      "eval_loss": 0.42733505368232727,
+      "eval_mlm_loss": 0.42733505368232727,
+      "eval_runtime": 59.9548,
+      "eval_samples_per_second": 1165.361,
+      "eval_steps_per_second": 0.584,
+      "step": 6200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.79,
+      "learning_rate": 0.0003105,
+      "loss": 0.4582,
+      "mlm_loss": 0.4582,
+      "step": 6210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.8,
+      "learning_rate": 0.000311,
+      "loss": 0.4587,
+      "mlm_loss": 0.4587,
+      "step": 6220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.81,
+      "learning_rate": 0.0003115,
+      "loss": 0.4557,
+      "mlm_loss": 0.4557,
+      "step": 6230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.81,
+      "learning_rate": 0.000312,
+      "loss": 0.4503,
+      "mlm_loss": 0.4503,
+      "step": 6240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.82,
+      "learning_rate": 0.0003125,
+      "loss": 0.4513,
+      "mlm_loss": 0.4513,
+      "step": 6250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.83,
+      "learning_rate": 0.000313,
+      "loss": 0.4532,
+      "mlm_loss": 0.4532,
+      "step": 6260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.84,
+      "learning_rate": 0.00031350000000000003,
+      "loss": 0.4535,
+      "mlm_loss": 0.4535,
+      "step": 6270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.84,
+      "learning_rate": 0.000314,
+      "loss": 0.453,
+      "mlm_loss": 0.453,
+      "step": 6280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.85,
+      "learning_rate": 0.0003145,
+      "loss": 0.4541,
+      "mlm_loss": 0.4541,
+      "step": 6290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.86,
+      "learning_rate": 0.000315,
+      "loss": 0.4532,
+      "mlm_loss": 0.4532,
+      "step": 6300
+    },
+    {
+      "epoch": 4.86,
+      "eval_ep_loss": -2.6052770614624023,
+      "eval_loss": 0.4238816797733307,
+      "eval_mlm_loss": 0.4238816797733307,
+      "eval_runtime": 60.9957,
+      "eval_samples_per_second": 1145.474,
+      "eval_steps_per_second": 0.574,
+      "step": 6300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.87,
+      "learning_rate": 0.0003155,
+      "loss": 0.4505,
+      "mlm_loss": 0.4505,
+      "step": 6310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.87,
+      "learning_rate": 0.000316,
+      "loss": 0.4476,
+      "mlm_loss": 0.4476,
+      "step": 6320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.88,
+      "learning_rate": 0.0003165,
+      "loss": 0.4495,
+      "mlm_loss": 0.4495,
+      "step": 6330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.89,
+      "learning_rate": 0.000317,
+      "loss": 0.4483,
+      "mlm_loss": 0.4483,
+      "step": 6340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.9,
+      "learning_rate": 0.0003175,
+      "loss": 0.4498,
+      "mlm_loss": 0.4498,
+      "step": 6350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.91,
+      "learning_rate": 0.00031800000000000003,
+      "loss": 0.4505,
+      "mlm_loss": 0.4505,
+      "step": 6360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.91,
+      "learning_rate": 0.0003185,
+      "loss": 0.4362,
+      "mlm_loss": 0.4362,
+      "step": 6370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.92,
+      "learning_rate": 0.000319,
+      "loss": 0.449,
+      "mlm_loss": 0.449,
+      "step": 6380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.93,
+      "learning_rate": 0.0003195,
+      "loss": 0.4558,
+      "mlm_loss": 0.4558,
+      "step": 6390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.94,
+      "learning_rate": 0.00032,
+      "loss": 0.4484,
+      "mlm_loss": 0.4484,
+      "step": 6400
+    },
+    {
+      "epoch": 4.94,
+      "eval_ep_loss": -2.464764356613159,
+      "eval_loss": 0.42165419459342957,
+      "eval_mlm_loss": 0.42165419459342957,
+      "eval_runtime": 60.6893,
+      "eval_samples_per_second": 1151.257,
+      "eval_steps_per_second": 0.577,
+      "step": 6400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.94,
+      "learning_rate": 0.00032050000000000004,
+      "loss": 0.4442,
+      "mlm_loss": 0.4442,
+      "step": 6410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.95,
+      "learning_rate": 0.000321,
+      "loss": 0.4494,
+      "mlm_loss": 0.4494,
+      "step": 6420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.96,
+      "learning_rate": 0.0003215,
+      "loss": 0.4492,
+      "mlm_loss": 0.4492,
+      "step": 6430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.97,
+      "learning_rate": 0.000322,
+      "loss": 0.4481,
+      "mlm_loss": 0.4481,
+      "step": 6440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.97,
+      "learning_rate": 0.00032250000000000003,
+      "loss": 0.4499,
+      "mlm_loss": 0.4499,
+      "step": 6450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.98,
+      "learning_rate": 0.000323,
+      "loss": 0.454,
+      "mlm_loss": 0.454,
+      "step": 6460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 4.99,
+      "learning_rate": 0.0003235,
+      "loss": 0.4466,
+      "mlm_loss": 0.4466,
+      "step": 6470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.0,
+      "learning_rate": 0.000324,
+      "loss": 0.4473,
+      "mlm_loss": 0.4473,
+      "step": 6480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.01,
+      "learning_rate": 0.00032450000000000003,
+      "loss": 0.445,
+      "mlm_loss": 0.445,
+      "step": 6490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.01,
+      "learning_rate": 0.00032500000000000004,
+      "loss": 0.439,
+      "mlm_loss": 0.439,
+      "step": 6500
+    },
+    {
+      "epoch": 5.01,
+      "eval_ep_loss": -2.375345230102539,
+      "eval_loss": 0.4176154136657715,
+      "eval_mlm_loss": 0.4176154136657715,
+      "eval_runtime": 61.6206,
+      "eval_samples_per_second": 1133.858,
+      "eval_steps_per_second": 0.568,
+      "step": 6500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.02,
+      "learning_rate": 0.0003255,
+      "loss": 0.4483,
+      "mlm_loss": 0.4483,
+      "step": 6510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.03,
+      "learning_rate": 0.000326,
+      "loss": 0.4435,
+      "mlm_loss": 0.4435,
+      "step": 6520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.04,
+      "learning_rate": 0.0003265,
+      "loss": 0.4455,
+      "mlm_loss": 0.4455,
+      "step": 6530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.04,
+      "learning_rate": 0.00032700000000000003,
+      "loss": 0.4464,
+      "mlm_loss": 0.4464,
+      "step": 6540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.05,
+      "learning_rate": 0.00032750000000000005,
+      "loss": 0.4434,
+      "mlm_loss": 0.4434,
+      "step": 6550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.06,
+      "learning_rate": 0.000328,
+      "loss": 0.4363,
+      "mlm_loss": 0.4363,
+      "step": 6560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.07,
+      "learning_rate": 0.0003285,
+      "loss": 0.4354,
+      "mlm_loss": 0.4354,
+      "step": 6570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.08,
+      "learning_rate": 0.00032900000000000003,
+      "loss": 0.4485,
+      "mlm_loss": 0.4485,
+      "step": 6580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.08,
+      "learning_rate": 0.00032950000000000004,
+      "loss": 0.445,
+      "mlm_loss": 0.445,
+      "step": 6590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.09,
+      "learning_rate": 0.00033,
+      "loss": 0.4461,
+      "mlm_loss": 0.4461,
+      "step": 6600
+    },
+    {
+      "epoch": 5.09,
+      "eval_ep_loss": -2.5544066429138184,
+      "eval_loss": 0.41740256547927856,
+      "eval_mlm_loss": 0.41740256547927856,
+      "eval_runtime": 59.4616,
+      "eval_samples_per_second": 1175.028,
+      "eval_steps_per_second": 0.589,
+      "step": 6600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.1,
+      "learning_rate": 0.0003305,
+      "loss": 0.4421,
+      "mlm_loss": 0.4421,
+      "step": 6610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.11,
+      "learning_rate": 0.000331,
+      "loss": 0.4406,
+      "mlm_loss": 0.4406,
+      "step": 6620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.11,
+      "learning_rate": 0.00033150000000000003,
+      "loss": 0.4488,
+      "mlm_loss": 0.4488,
+      "step": 6630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.12,
+      "learning_rate": 0.00033200000000000005,
+      "loss": 0.436,
+      "mlm_loss": 0.436,
+      "step": 6640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.13,
+      "learning_rate": 0.0003325,
+      "loss": 0.4398,
+      "mlm_loss": 0.4398,
+      "step": 6650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.14,
+      "learning_rate": 0.000333,
+      "loss": 0.4381,
+      "mlm_loss": 0.4381,
+      "step": 6660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.14,
+      "learning_rate": 0.00033350000000000003,
+      "loss": 0.4479,
+      "mlm_loss": 0.4479,
+      "step": 6670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.15,
+      "learning_rate": 0.00033400000000000004,
+      "loss": 0.4409,
+      "mlm_loss": 0.4409,
+      "step": 6680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.16,
+      "learning_rate": 0.00033450000000000005,
+      "loss": 0.4395,
+      "mlm_loss": 0.4395,
+      "step": 6690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.17,
+      "learning_rate": 0.000335,
+      "loss": 0.4415,
+      "mlm_loss": 0.4415,
+      "step": 6700
+    },
+    {
+      "epoch": 5.17,
+      "eval_ep_loss": -2.5074503421783447,
+      "eval_loss": 0.41386091709136963,
+      "eval_mlm_loss": 0.41386091709136963,
+      "eval_runtime": 61.5941,
+      "eval_samples_per_second": 1134.346,
+      "eval_steps_per_second": 0.568,
+      "step": 6700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.18,
+      "learning_rate": 0.0003355,
+      "loss": 0.443,
+      "mlm_loss": 0.443,
+      "step": 6710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.18,
+      "learning_rate": 0.00033600000000000004,
+      "loss": 0.4355,
+      "mlm_loss": 0.4355,
+      "step": 6720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.19,
+      "learning_rate": 0.00033650000000000005,
+      "loss": 0.4301,
+      "mlm_loss": 0.4301,
+      "step": 6730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.2,
+      "learning_rate": 0.000337,
+      "loss": 0.4414,
+      "mlm_loss": 0.4414,
+      "step": 6740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.21,
+      "learning_rate": 0.0003375,
+      "loss": 0.4368,
+      "mlm_loss": 0.4368,
+      "step": 6750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.21,
+      "learning_rate": 0.00033800000000000003,
+      "loss": 0.4378,
+      "mlm_loss": 0.4378,
+      "step": 6760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.22,
+      "learning_rate": 0.00033850000000000004,
+      "loss": 0.4402,
+      "mlm_loss": 0.4402,
+      "step": 6770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.23,
+      "learning_rate": 0.00033900000000000005,
+      "loss": 0.439,
+      "mlm_loss": 0.439,
+      "step": 6780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.24,
+      "learning_rate": 0.0003395,
+      "loss": 0.4454,
+      "mlm_loss": 0.4454,
+      "step": 6790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.24,
+      "learning_rate": 0.00034,
+      "loss": 0.4379,
+      "mlm_loss": 0.4379,
+      "step": 6800
+    },
+    {
+      "epoch": 5.24,
+      "eval_ep_loss": -2.6114962100982666,
+      "eval_loss": 0.4116796851158142,
+      "eval_mlm_loss": 0.4116796851158142,
+      "eval_runtime": 61.6861,
+      "eval_samples_per_second": 1132.654,
+      "eval_steps_per_second": 0.567,
+      "step": 6800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.25,
+      "learning_rate": 0.00034050000000000004,
+      "loss": 0.4407,
+      "mlm_loss": 0.4407,
+      "step": 6810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.26,
+      "learning_rate": 0.00034100000000000005,
+      "loss": 0.4312,
+      "mlm_loss": 0.4312,
+      "step": 6820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.27,
+      "learning_rate": 0.0003415,
+      "loss": 0.4327,
+      "mlm_loss": 0.4327,
+      "step": 6830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.28,
+      "learning_rate": 0.000342,
+      "loss": 0.4405,
+      "mlm_loss": 0.4405,
+      "step": 6840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.28,
+      "learning_rate": 0.00034250000000000003,
+      "loss": 0.4395,
+      "mlm_loss": 0.4395,
+      "step": 6850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.29,
+      "learning_rate": 0.00034300000000000004,
+      "loss": 0.4398,
+      "mlm_loss": 0.4398,
+      "step": 6860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.3,
+      "learning_rate": 0.00034350000000000006,
+      "loss": 0.4372,
+      "mlm_loss": 0.4372,
+      "step": 6870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.31,
+      "learning_rate": 0.00034399999999999996,
+      "loss": 0.4438,
+      "mlm_loss": 0.4438,
+      "step": 6880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.31,
+      "learning_rate": 0.00034449999999999997,
+      "loss": 0.4356,
+      "mlm_loss": 0.4356,
+      "step": 6890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.32,
+      "learning_rate": 0.000345,
+      "loss": 0.4357,
+      "mlm_loss": 0.4357,
+      "step": 6900
+    },
+    {
+      "epoch": 5.32,
+      "eval_ep_loss": -2.2833127975463867,
+      "eval_loss": 0.40905898809432983,
+      "eval_mlm_loss": 0.40905898809432983,
+      "eval_runtime": 61.29,
+      "eval_samples_per_second": 1139.974,
+      "eval_steps_per_second": 0.571,
+      "step": 6900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.33,
+      "learning_rate": 0.0003455,
+      "loss": 0.4357,
+      "mlm_loss": 0.4357,
+      "step": 6910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.34,
+      "learning_rate": 0.000346,
+      "loss": 0.4243,
+      "mlm_loss": 0.4243,
+      "step": 6920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.35,
+      "learning_rate": 0.00034649999999999997,
+      "loss": 0.4404,
+      "mlm_loss": 0.4404,
+      "step": 6930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.35,
+      "learning_rate": 0.000347,
+      "loss": 0.4319,
+      "mlm_loss": 0.4319,
+      "step": 6940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.36,
+      "learning_rate": 0.0003475,
+      "loss": 0.4362,
+      "mlm_loss": 0.4362,
+      "step": 6950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.37,
+      "learning_rate": 0.000348,
+      "loss": 0.4355,
+      "mlm_loss": 0.4355,
+      "step": 6960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.38,
+      "learning_rate": 0.00034849999999999996,
+      "loss": 0.43,
+      "mlm_loss": 0.43,
+      "step": 6970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.38,
+      "learning_rate": 0.00034899999999999997,
+      "loss": 0.4342,
+      "mlm_loss": 0.4342,
+      "step": 6980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.39,
+      "learning_rate": 0.0003495,
+      "loss": 0.4345,
+      "mlm_loss": 0.4345,
+      "step": 6990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.4,
+      "learning_rate": 0.00035,
+      "loss": 0.4324,
+      "mlm_loss": 0.4324,
+      "step": 7000
+    },
+    {
+      "epoch": 5.4,
+      "eval_ep_loss": -2.64093279838562,
+      "eval_loss": 0.4105168282985687,
+      "eval_mlm_loss": 0.4105168282985687,
+      "eval_runtime": 60.7916,
+      "eval_samples_per_second": 1149.32,
+      "eval_steps_per_second": 0.576,
+      "step": 7000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.41,
+      "learning_rate": 0.0003505,
+      "loss": 0.4319,
+      "mlm_loss": 0.4319,
+      "step": 7010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.41,
+      "learning_rate": 0.00035099999999999997,
+      "loss": 0.4372,
+      "mlm_loss": 0.4372,
+      "step": 7020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.42,
+      "learning_rate": 0.0003515,
+      "loss": 0.4342,
+      "mlm_loss": 0.4342,
+      "step": 7030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.43,
+      "learning_rate": 0.000352,
+      "loss": 0.4308,
+      "mlm_loss": 0.4308,
+      "step": 7040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.44,
+      "learning_rate": 0.0003525,
+      "loss": 0.4373,
+      "mlm_loss": 0.4373,
+      "step": 7050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.45,
+      "learning_rate": 0.00035299999999999996,
+      "loss": 0.4271,
+      "mlm_loss": 0.4271,
+      "step": 7060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.45,
+      "learning_rate": 0.0003535,
+      "loss": 0.4355,
+      "mlm_loss": 0.4355,
+      "step": 7070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.46,
+      "learning_rate": 0.000354,
+      "loss": 0.4359,
+      "mlm_loss": 0.4359,
+      "step": 7080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.47,
+      "learning_rate": 0.0003545,
+      "loss": 0.436,
+      "mlm_loss": 0.436,
+      "step": 7090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.48,
+      "learning_rate": 0.000355,
+      "loss": 0.4362,
+      "mlm_loss": 0.4362,
+      "step": 7100
+    },
+    {
+      "epoch": 5.48,
+      "eval_ep_loss": -2.3400020599365234,
+      "eval_loss": 0.4073105752468109,
+      "eval_mlm_loss": 0.4073105752468109,
+      "eval_runtime": 63.2925,
+      "eval_samples_per_second": 1103.907,
+      "eval_steps_per_second": 0.553,
+      "step": 7100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.48,
+      "learning_rate": 0.00035549999999999997,
+      "loss": 0.4321,
+      "mlm_loss": 0.4321,
+      "step": 7110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.49,
+      "learning_rate": 0.000356,
+      "loss": 0.4343,
+      "mlm_loss": 0.4343,
+      "step": 7120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.5,
+      "learning_rate": 0.0003565,
+      "loss": 0.4307,
+      "mlm_loss": 0.4307,
+      "step": 7130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.51,
+      "learning_rate": 0.000357,
+      "loss": 0.4284,
+      "mlm_loss": 0.4284,
+      "step": 7140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.51,
+      "learning_rate": 0.0003575,
+      "loss": 0.4262,
+      "mlm_loss": 0.4262,
+      "step": 7150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.52,
+      "learning_rate": 0.000358,
+      "loss": 0.4248,
+      "mlm_loss": 0.4248,
+      "step": 7160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.53,
+      "learning_rate": 0.0003585,
+      "loss": 0.4419,
+      "mlm_loss": 0.4419,
+      "step": 7170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.54,
+      "learning_rate": 0.000359,
+      "loss": 0.4267,
+      "mlm_loss": 0.4267,
+      "step": 7180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.55,
+      "learning_rate": 0.0003595,
+      "loss": 0.4337,
+      "mlm_loss": 0.4337,
+      "step": 7190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.55,
+      "learning_rate": 0.00035999999999999997,
+      "loss": 0.4264,
+      "mlm_loss": 0.4264,
+      "step": 7200
+    },
+    {
+      "epoch": 5.55,
+      "eval_ep_loss": -2.597167491912842,
+      "eval_loss": 0.40466931462287903,
+      "eval_mlm_loss": 0.40466931462287903,
+      "eval_runtime": 61.8389,
+      "eval_samples_per_second": 1129.855,
+      "eval_steps_per_second": 0.566,
+      "step": 7200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.56,
+      "learning_rate": 0.0003605,
+      "loss": 0.4232,
+      "mlm_loss": 0.4232,
+      "step": 7210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.57,
+      "learning_rate": 0.000361,
+      "loss": 0.4253,
+      "mlm_loss": 0.4253,
+      "step": 7220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.58,
+      "learning_rate": 0.0003615,
+      "loss": 0.437,
+      "mlm_loss": 0.437,
+      "step": 7230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.58,
+      "learning_rate": 0.000362,
+      "loss": 0.4319,
+      "mlm_loss": 0.4319,
+      "step": 7240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.59,
+      "learning_rate": 0.0003625,
+      "loss": 0.4257,
+      "mlm_loss": 0.4257,
+      "step": 7250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.6,
+      "learning_rate": 0.000363,
+      "loss": 0.4318,
+      "mlm_loss": 0.4318,
+      "step": 7260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.61,
+      "learning_rate": 0.0003635,
+      "loss": 0.4308,
+      "mlm_loss": 0.4308,
+      "step": 7270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.62,
+      "learning_rate": 0.000364,
+      "loss": 0.4304,
+      "mlm_loss": 0.4304,
+      "step": 7280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.62,
+      "learning_rate": 0.0003645,
+      "loss": 0.424,
+      "mlm_loss": 0.424,
+      "step": 7290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.63,
+      "learning_rate": 0.000365,
+      "loss": 0.4315,
+      "mlm_loss": 0.4315,
+      "step": 7300
+    },
+    {
+      "epoch": 5.63,
+      "eval_ep_loss": -2.466102361679077,
+      "eval_loss": 0.40299102663993835,
+      "eval_mlm_loss": 0.40299102663993835,
+      "eval_runtime": 59.5652,
+      "eval_samples_per_second": 1172.984,
+      "eval_steps_per_second": 0.588,
+      "step": 7300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.64,
+      "learning_rate": 0.0003655,
+      "loss": 0.4305,
+      "mlm_loss": 0.4305,
+      "step": 7310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.65,
+      "learning_rate": 0.000366,
+      "loss": 0.4215,
+      "mlm_loss": 0.4215,
+      "step": 7320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.65,
+      "learning_rate": 0.0003665,
+      "loss": 0.4314,
+      "mlm_loss": 0.4314,
+      "step": 7330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.66,
+      "learning_rate": 0.000367,
+      "loss": 0.4334,
+      "mlm_loss": 0.4334,
+      "step": 7340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.67,
+      "learning_rate": 0.0003675,
+      "loss": 0.4294,
+      "mlm_loss": 0.4294,
+      "step": 7350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.68,
+      "learning_rate": 0.000368,
+      "loss": 0.4212,
+      "mlm_loss": 0.4212,
+      "step": 7360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.68,
+      "learning_rate": 0.0003685,
+      "loss": 0.4282,
+      "mlm_loss": 0.4282,
+      "step": 7370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.69,
+      "learning_rate": 0.000369,
+      "loss": 0.4249,
+      "mlm_loss": 0.4249,
+      "step": 7380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.7,
+      "learning_rate": 0.0003695,
+      "loss": 0.4236,
+      "mlm_loss": 0.4236,
+      "step": 7390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.71,
+      "learning_rate": 0.00037,
+      "loss": 0.4287,
+      "mlm_loss": 0.4287,
+      "step": 7400
+    },
+    {
+      "epoch": 5.71,
+      "eval_ep_loss": -2.350245475769043,
+      "eval_loss": 0.401913046836853,
+      "eval_mlm_loss": 0.401913046836853,
+      "eval_runtime": 60.065,
+      "eval_samples_per_second": 1163.223,
+      "eval_steps_per_second": 0.583,
+      "step": 7400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.72,
+      "learning_rate": 0.0003705,
+      "loss": 0.4203,
+      "mlm_loss": 0.4203,
+      "step": 7410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.72,
+      "learning_rate": 0.000371,
+      "loss": 0.4252,
+      "mlm_loss": 0.4252,
+      "step": 7420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.73,
+      "learning_rate": 0.00037150000000000003,
+      "loss": 0.4264,
+      "mlm_loss": 0.4264,
+      "step": 7430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.74,
+      "learning_rate": 0.000372,
+      "loss": 0.4225,
+      "mlm_loss": 0.4225,
+      "step": 7440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.75,
+      "learning_rate": 0.0003725,
+      "loss": 0.4262,
+      "mlm_loss": 0.4262,
+      "step": 7450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.75,
+      "learning_rate": 0.000373,
+      "loss": 0.4231,
+      "mlm_loss": 0.4231,
+      "step": 7460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.76,
+      "learning_rate": 0.0003735,
+      "loss": 0.4292,
+      "mlm_loss": 0.4292,
+      "step": 7470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.77,
+      "learning_rate": 0.000374,
+      "loss": 0.4239,
+      "mlm_loss": 0.4239,
+      "step": 7480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.78,
+      "learning_rate": 0.0003745,
+      "loss": 0.4209,
+      "mlm_loss": 0.4209,
+      "step": 7490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.78,
+      "learning_rate": 0.000375,
+      "loss": 0.4198,
+      "mlm_loss": 0.4198,
+      "step": 7500
+    },
+    {
+      "epoch": 5.78,
+      "eval_ep_loss": -2.3534927368164062,
+      "eval_loss": 0.3982246518135071,
+      "eval_mlm_loss": 0.3982246518135071,
+      "eval_runtime": 63.0218,
+      "eval_samples_per_second": 1108.649,
+      "eval_steps_per_second": 0.555,
+      "step": 7500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.79,
+      "learning_rate": 0.0003755,
+      "loss": 0.4212,
+      "mlm_loss": 0.4212,
+      "step": 7510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.8,
+      "learning_rate": 0.00037600000000000003,
+      "loss": 0.4141,
+      "mlm_loss": 0.4141,
+      "step": 7520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.81,
+      "learning_rate": 0.0003765,
+      "loss": 0.4266,
+      "mlm_loss": 0.4266,
+      "step": 7530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.82,
+      "learning_rate": 0.000377,
+      "loss": 0.4255,
+      "mlm_loss": 0.4255,
+      "step": 7540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.82,
+      "learning_rate": 0.0003775,
+      "loss": 0.4194,
+      "mlm_loss": 0.4194,
+      "step": 7550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.83,
+      "learning_rate": 0.000378,
+      "loss": 0.428,
+      "mlm_loss": 0.428,
+      "step": 7560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.84,
+      "learning_rate": 0.0003785,
+      "loss": 0.4221,
+      "mlm_loss": 0.4221,
+      "step": 7570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.85,
+      "learning_rate": 0.000379,
+      "loss": 0.4253,
+      "mlm_loss": 0.4253,
+      "step": 7580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.85,
+      "learning_rate": 0.0003795,
+      "loss": 0.4174,
+      "mlm_loss": 0.4174,
+      "step": 7590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.86,
+      "learning_rate": 0.00038,
+      "loss": 0.4204,
+      "mlm_loss": 0.4204,
+      "step": 7600
+    },
+    {
+      "epoch": 5.86,
+      "eval_ep_loss": -2.3331265449523926,
+      "eval_loss": 0.3971656858921051,
+      "eval_mlm_loss": 0.3971656858921051,
+      "eval_runtime": 61.175,
+      "eval_samples_per_second": 1142.117,
+      "eval_steps_per_second": 0.572,
+      "step": 7600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.87,
+      "learning_rate": 0.00038050000000000003,
+      "loss": 0.4127,
+      "mlm_loss": 0.4127,
+      "step": 7610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.88,
+      "learning_rate": 0.000381,
+      "loss": 0.4226,
+      "mlm_loss": 0.4226,
+      "step": 7620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.89,
+      "learning_rate": 0.0003815,
+      "loss": 0.418,
+      "mlm_loss": 0.418,
+      "step": 7630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.89,
+      "learning_rate": 0.000382,
+      "loss": 0.4291,
+      "mlm_loss": 0.4291,
+      "step": 7640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.9,
+      "learning_rate": 0.00038250000000000003,
+      "loss": 0.4155,
+      "mlm_loss": 0.4155,
+      "step": 7650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.91,
+      "learning_rate": 0.00038300000000000004,
+      "loss": 0.4213,
+      "mlm_loss": 0.4213,
+      "step": 7660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.92,
+      "learning_rate": 0.0003835,
+      "loss": 0.4273,
+      "mlm_loss": 0.4273,
+      "step": 7670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.92,
+      "learning_rate": 0.000384,
+      "loss": 0.4252,
+      "mlm_loss": 0.4252,
+      "step": 7680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.93,
+      "learning_rate": 0.0003845,
+      "loss": 0.4201,
+      "mlm_loss": 0.4201,
+      "step": 7690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.94,
+      "learning_rate": 0.00038500000000000003,
+      "loss": 0.4198,
+      "mlm_loss": 0.4198,
+      "step": 7700
+    },
+    {
+      "epoch": 5.94,
+      "eval_ep_loss": -2.514362335205078,
+      "eval_loss": 0.39368629455566406,
+      "eval_mlm_loss": 0.39368629455566406,
+      "eval_runtime": 60.7647,
+      "eval_samples_per_second": 1149.828,
+      "eval_steps_per_second": 0.576,
+      "step": 7700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.95,
+      "learning_rate": 0.0003855,
+      "loss": 0.4167,
+      "mlm_loss": 0.4167,
+      "step": 7710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.95,
+      "learning_rate": 0.000386,
+      "loss": 0.4235,
+      "mlm_loss": 0.4235,
+      "step": 7720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.96,
+      "learning_rate": 0.0003865,
+      "loss": 0.4233,
+      "mlm_loss": 0.4233,
+      "step": 7730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.97,
+      "learning_rate": 0.00038700000000000003,
+      "loss": 0.4227,
+      "mlm_loss": 0.4227,
+      "step": 7740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.98,
+      "learning_rate": 0.00038750000000000004,
+      "loss": 0.4194,
+      "mlm_loss": 0.4194,
+      "step": 7750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.99,
+      "learning_rate": 0.000388,
+      "loss": 0.4194,
+      "mlm_loss": 0.4194,
+      "step": 7760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 5.99,
+      "learning_rate": 0.0003885,
+      "loss": 0.4171,
+      "mlm_loss": 0.4171,
+      "step": 7770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.0,
+      "learning_rate": 0.000389,
+      "loss": 0.4197,
+      "mlm_loss": 0.4197,
+      "step": 7780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.01,
+      "learning_rate": 0.00038950000000000003,
+      "loss": 0.4138,
+      "mlm_loss": 0.4138,
+      "step": 7790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.02,
+      "learning_rate": 0.00039000000000000005,
+      "loss": 0.4149,
+      "mlm_loss": 0.4149,
+      "step": 7800
+    },
+    {
+      "epoch": 6.02,
+      "eval_ep_loss": -2.336341619491577,
+      "eval_loss": 0.3958059251308441,
+      "eval_mlm_loss": 0.3958059251308441,
+      "eval_runtime": 59.0112,
+      "eval_samples_per_second": 1183.995,
+      "eval_steps_per_second": 0.593,
+      "step": 7800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.02,
+      "learning_rate": 0.0003905,
+      "loss": 0.4197,
+      "mlm_loss": 0.4197,
+      "step": 7810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.03,
+      "learning_rate": 0.000391,
+      "loss": 0.4135,
+      "mlm_loss": 0.4135,
+      "step": 7820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.04,
+      "learning_rate": 0.00039150000000000003,
+      "loss": 0.4207,
+      "mlm_loss": 0.4207,
+      "step": 7830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.05,
+      "learning_rate": 0.00039200000000000004,
+      "loss": 0.419,
+      "mlm_loss": 0.419,
+      "step": 7840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.05,
+      "learning_rate": 0.0003925,
+      "loss": 0.4169,
+      "mlm_loss": 0.4169,
+      "step": 7850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.06,
+      "learning_rate": 0.000393,
+      "loss": 0.4183,
+      "mlm_loss": 0.4183,
+      "step": 7860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.07,
+      "learning_rate": 0.0003935,
+      "loss": 0.4127,
+      "mlm_loss": 0.4127,
+      "step": 7870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.08,
+      "learning_rate": 0.00039400000000000004,
+      "loss": 0.421,
+      "mlm_loss": 0.421,
+      "step": 7880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.09,
+      "learning_rate": 0.00039450000000000005,
+      "loss": 0.4135,
+      "mlm_loss": 0.4135,
+      "step": 7890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.09,
+      "learning_rate": 0.000395,
+      "loss": 0.4174,
+      "mlm_loss": 0.4174,
+      "step": 7900
+    },
+    {
+      "epoch": 6.09,
+      "eval_ep_loss": -2.3622541427612305,
+      "eval_loss": 0.3937676250934601,
+      "eval_mlm_loss": 0.3937676250934601,
+      "eval_runtime": 60.7463,
+      "eval_samples_per_second": 1150.176,
+      "eval_steps_per_second": 0.576,
+      "step": 7900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.1,
+      "learning_rate": 0.0003955,
+      "loss": 0.4256,
+      "mlm_loss": 0.4256,
+      "step": 7910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.11,
+      "learning_rate": 0.00039600000000000003,
+      "loss": 0.4217,
+      "mlm_loss": 0.4217,
+      "step": 7920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.12,
+      "learning_rate": 0.00039650000000000004,
+      "loss": 0.4239,
+      "mlm_loss": 0.4239,
+      "step": 7930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.12,
+      "learning_rate": 0.00039700000000000005,
+      "loss": 0.4183,
+      "mlm_loss": 0.4183,
+      "step": 7940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.13,
+      "learning_rate": 0.0003975,
+      "loss": 0.4172,
+      "mlm_loss": 0.4172,
+      "step": 7950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.14,
+      "learning_rate": 0.000398,
+      "loss": 0.42,
+      "mlm_loss": 0.42,
+      "step": 7960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.15,
+      "learning_rate": 0.00039850000000000004,
+      "loss": 0.4149,
+      "mlm_loss": 0.4149,
+      "step": 7970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.16,
+      "learning_rate": 0.00039900000000000005,
+      "loss": 0.4128,
+      "mlm_loss": 0.4128,
+      "step": 7980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.16,
+      "learning_rate": 0.0003995,
+      "loss": 0.4153,
+      "mlm_loss": 0.4153,
+      "step": 7990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.17,
+      "learning_rate": 0.0004,
+      "loss": 0.418,
+      "mlm_loss": 0.418,
+      "step": 8000
+    },
+    {
+      "epoch": 6.17,
+      "eval_ep_loss": -2.42641282081604,
+      "eval_loss": 0.3915087580680847,
+      "eval_mlm_loss": 0.3915087580680847,
+      "eval_runtime": 60.1518,
+      "eval_samples_per_second": 1161.545,
+      "eval_steps_per_second": 0.582,
+      "step": 8000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.18,
+      "learning_rate": 0.00040050000000000003,
+      "loss": 0.4161,
+      "mlm_loss": 0.4161,
+      "step": 8010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.19,
+      "learning_rate": 0.00040100000000000004,
+      "loss": 0.4158,
+      "mlm_loss": 0.4158,
+      "step": 8020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.19,
+      "learning_rate": 0.00040150000000000006,
+      "loss": 0.4224,
+      "mlm_loss": 0.4224,
+      "step": 8030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.2,
+      "learning_rate": 0.000402,
+      "loss": 0.4203,
+      "mlm_loss": 0.4203,
+      "step": 8040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.21,
+      "learning_rate": 0.0004025,
+      "loss": 0.4134,
+      "mlm_loss": 0.4134,
+      "step": 8050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.22,
+      "learning_rate": 0.00040300000000000004,
+      "loss": 0.4153,
+      "mlm_loss": 0.4153,
+      "step": 8060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.22,
+      "learning_rate": 0.00040350000000000005,
+      "loss": 0.4126,
+      "mlm_loss": 0.4126,
+      "step": 8070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.23,
+      "learning_rate": 0.000404,
+      "loss": 0.4142,
+      "mlm_loss": 0.4142,
+      "step": 8080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.24,
+      "learning_rate": 0.0004045,
+      "loss": 0.4141,
+      "mlm_loss": 0.4141,
+      "step": 8090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.25,
+      "learning_rate": 0.00040500000000000003,
+      "loss": 0.4129,
+      "mlm_loss": 0.4129,
+      "step": 8100
+    },
+    {
+      "epoch": 6.25,
+      "eval_ep_loss": -2.3123908042907715,
+      "eval_loss": 0.39225736260414124,
+      "eval_mlm_loss": 0.39225736260414124,
+      "eval_runtime": 61.9154,
+      "eval_samples_per_second": 1128.459,
+      "eval_steps_per_second": 0.565,
+      "step": 8100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.26,
+      "learning_rate": 0.00040550000000000004,
+      "loss": 0.4155,
+      "mlm_loss": 0.4155,
+      "step": 8110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.26,
+      "learning_rate": 0.00040600000000000006,
+      "loss": 0.4174,
+      "mlm_loss": 0.4174,
+      "step": 8120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.27,
+      "learning_rate": 0.00040649999999999996,
+      "loss": 0.4099,
+      "mlm_loss": 0.4099,
+      "step": 8130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.28,
+      "learning_rate": 0.00040699999999999997,
+      "loss": 0.4123,
+      "mlm_loss": 0.4123,
+      "step": 8140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.29,
+      "learning_rate": 0.0004075,
+      "loss": 0.4216,
+      "mlm_loss": 0.4216,
+      "step": 8150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.29,
+      "learning_rate": 0.000408,
+      "loss": 0.4095,
+      "mlm_loss": 0.4095,
+      "step": 8160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.3,
+      "learning_rate": 0.0004085,
+      "loss": 0.413,
+      "mlm_loss": 0.413,
+      "step": 8170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.31,
+      "learning_rate": 0.00040899999999999997,
+      "loss": 0.4165,
+      "mlm_loss": 0.4165,
+      "step": 8180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.32,
+      "learning_rate": 0.0004095,
+      "loss": 0.4191,
+      "mlm_loss": 0.4191,
+      "step": 8190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.32,
+      "learning_rate": 0.00041,
+      "loss": 0.4161,
+      "mlm_loss": 0.4161,
+      "step": 8200
+    },
+    {
+      "epoch": 6.32,
+      "eval_ep_loss": -2.4482126235961914,
+      "eval_loss": 0.388824462890625,
+      "eval_mlm_loss": 0.388824462890625,
+      "eval_runtime": 59.1336,
+      "eval_samples_per_second": 1181.545,
+      "eval_steps_per_second": 0.592,
+      "step": 8200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.33,
+      "learning_rate": 0.0004105,
+      "loss": 0.4218,
+      "mlm_loss": 0.4218,
+      "step": 8210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.34,
+      "learning_rate": 0.00041099999999999996,
+      "loss": 0.4085,
+      "mlm_loss": 0.4085,
+      "step": 8220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.35,
+      "learning_rate": 0.0004115,
+      "loss": 0.4114,
+      "mlm_loss": 0.4114,
+      "step": 8230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.36,
+      "learning_rate": 0.000412,
+      "loss": 0.4129,
+      "mlm_loss": 0.4129,
+      "step": 8240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.36,
+      "learning_rate": 0.0004125,
+      "loss": 0.422,
+      "mlm_loss": 0.422,
+      "step": 8250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.37,
+      "learning_rate": 0.000413,
+      "loss": 0.4184,
+      "mlm_loss": 0.4184,
+      "step": 8260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.38,
+      "learning_rate": 0.00041349999999999997,
+      "loss": 0.4192,
+      "mlm_loss": 0.4192,
+      "step": 8270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.39,
+      "learning_rate": 0.000414,
+      "loss": 0.4168,
+      "mlm_loss": 0.4168,
+      "step": 8280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.39,
+      "learning_rate": 0.0004145,
+      "loss": 0.4171,
+      "mlm_loss": 0.4171,
+      "step": 8290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.4,
+      "learning_rate": 0.000415,
+      "loss": 0.4131,
+      "mlm_loss": 0.4131,
+      "step": 8300
+    },
+    {
+      "epoch": 6.4,
+      "eval_ep_loss": -2.358128547668457,
+      "eval_loss": 0.38723644614219666,
+      "eval_mlm_loss": 0.38723644614219666,
+      "eval_runtime": 60.0999,
+      "eval_samples_per_second": 1162.548,
+      "eval_steps_per_second": 0.582,
+      "step": 8300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.41,
+      "learning_rate": 0.00041549999999999996,
+      "loss": 0.4149,
+      "mlm_loss": 0.4149,
+      "step": 8310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.42,
+      "learning_rate": 0.000416,
+      "loss": 0.4068,
+      "mlm_loss": 0.4068,
+      "step": 8320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.42,
+      "learning_rate": 0.0004165,
+      "loss": 0.4102,
+      "mlm_loss": 0.4102,
+      "step": 8330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.43,
+      "learning_rate": 0.000417,
+      "loss": 0.4129,
+      "mlm_loss": 0.4129,
+      "step": 8340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.44,
+      "learning_rate": 0.0004175,
+      "loss": 0.413,
+      "mlm_loss": 0.413,
+      "step": 8350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.45,
+      "learning_rate": 0.00041799999999999997,
+      "loss": 0.4143,
+      "mlm_loss": 0.4143,
+      "step": 8360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.46,
+      "learning_rate": 0.0004185,
+      "loss": 0.4134,
+      "mlm_loss": 0.4134,
+      "step": 8370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.46,
+      "learning_rate": 0.000419,
+      "loss": 0.406,
+      "mlm_loss": 0.406,
+      "step": 8380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.47,
+      "learning_rate": 0.0004195,
+      "loss": 0.4144,
+      "mlm_loss": 0.4144,
+      "step": 8390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.48,
+      "learning_rate": 0.00042,
+      "loss": 0.4131,
+      "mlm_loss": 0.4131,
+      "step": 8400
+    },
+    {
+      "epoch": 6.48,
+      "eval_ep_loss": -2.0901758670806885,
+      "eval_loss": 0.3867802917957306,
+      "eval_mlm_loss": 0.3867802917957306,
+      "eval_runtime": 63.0955,
+      "eval_samples_per_second": 1107.354,
+      "eval_steps_per_second": 0.555,
+      "step": 8400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.49,
+      "learning_rate": 0.0004205,
+      "loss": 0.4011,
+      "mlm_loss": 0.4011,
+      "step": 8410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.49,
+      "learning_rate": 0.000421,
+      "loss": 0.4117,
+      "mlm_loss": 0.4117,
+      "step": 8420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.5,
+      "learning_rate": 0.0004215,
+      "loss": 0.414,
+      "mlm_loss": 0.414,
+      "step": 8430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.51,
+      "learning_rate": 0.000422,
+      "loss": 0.4186,
+      "mlm_loss": 0.4186,
+      "step": 8440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.52,
+      "learning_rate": 0.00042249999999999997,
+      "loss": 0.4149,
+      "mlm_loss": 0.4149,
+      "step": 8450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.53,
+      "learning_rate": 0.000423,
+      "loss": 0.4154,
+      "mlm_loss": 0.4154,
+      "step": 8460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.53,
+      "learning_rate": 0.0004235,
+      "loss": 0.409,
+      "mlm_loss": 0.409,
+      "step": 8470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.54,
+      "learning_rate": 0.000424,
+      "loss": 0.4098,
+      "mlm_loss": 0.4098,
+      "step": 8480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.55,
+      "learning_rate": 0.0004245,
+      "loss": 0.4179,
+      "mlm_loss": 0.4179,
+      "step": 8490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.56,
+      "learning_rate": 0.000425,
+      "loss": 0.4147,
+      "mlm_loss": 0.4147,
+      "step": 8500
+    },
+    {
+      "epoch": 6.56,
+      "eval_ep_loss": -2.5853233337402344,
+      "eval_loss": 0.3858720660209656,
+      "eval_mlm_loss": 0.3858720660209656,
+      "eval_runtime": 60.8689,
+      "eval_samples_per_second": 1147.86,
+      "eval_steps_per_second": 0.575,
+      "step": 8500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.56,
+      "learning_rate": 0.0004255,
+      "loss": 0.4094,
+      "mlm_loss": 0.4094,
+      "step": 8510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.57,
+      "learning_rate": 0.000426,
+      "loss": 0.4136,
+      "mlm_loss": 0.4136,
+      "step": 8520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.58,
+      "learning_rate": 0.0004265,
+      "loss": 0.4077,
+      "mlm_loss": 0.4077,
+      "step": 8530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.59,
+      "learning_rate": 0.000427,
+      "loss": 0.4077,
+      "mlm_loss": 0.4077,
+      "step": 8540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.59,
+      "learning_rate": 0.0004275,
+      "loss": 0.4115,
+      "mlm_loss": 0.4115,
+      "step": 8550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.6,
+      "learning_rate": 0.000428,
+      "loss": 0.4068,
+      "mlm_loss": 0.4068,
+      "step": 8560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.61,
+      "learning_rate": 0.0004285,
+      "loss": 0.4096,
+      "mlm_loss": 0.4096,
+      "step": 8570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.62,
+      "learning_rate": 0.000429,
+      "loss": 0.4146,
+      "mlm_loss": 0.4146,
+      "step": 8580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.63,
+      "learning_rate": 0.0004295,
+      "loss": 0.4095,
+      "mlm_loss": 0.4095,
+      "step": 8590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.63,
+      "learning_rate": 0.00043,
+      "loss": 0.4105,
+      "mlm_loss": 0.4105,
+      "step": 8600
+    },
+    {
+      "epoch": 6.63,
+      "eval_ep_loss": -2.559201955795288,
+      "eval_loss": 0.3874005973339081,
+      "eval_mlm_loss": 0.3874005973339081,
+      "eval_runtime": 62.3828,
+      "eval_samples_per_second": 1120.003,
+      "eval_steps_per_second": 0.561,
+      "step": 8600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.64,
+      "learning_rate": 0.0004305,
+      "loss": 0.4121,
+      "mlm_loss": 0.4121,
+      "step": 8610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.65,
+      "learning_rate": 0.000431,
+      "loss": 0.4115,
+      "mlm_loss": 0.4115,
+      "step": 8620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.66,
+      "learning_rate": 0.0004315,
+      "loss": 0.4124,
+      "mlm_loss": 0.4124,
+      "step": 8630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.66,
+      "learning_rate": 0.000432,
+      "loss": 0.4158,
+      "mlm_loss": 0.4158,
+      "step": 8640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.67,
+      "learning_rate": 0.0004325,
+      "loss": 0.4099,
+      "mlm_loss": 0.4099,
+      "step": 8650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.68,
+      "learning_rate": 0.000433,
+      "loss": 0.4157,
+      "mlm_loss": 0.4157,
+      "step": 8660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.69,
+      "learning_rate": 0.0004335,
+      "loss": 0.4032,
+      "mlm_loss": 0.4032,
+      "step": 8670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.69,
+      "learning_rate": 0.00043400000000000003,
+      "loss": 0.4094,
+      "mlm_loss": 0.4094,
+      "step": 8680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.7,
+      "learning_rate": 0.0004345,
+      "loss": 0.4057,
+      "mlm_loss": 0.4057,
+      "step": 8690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.71,
+      "learning_rate": 0.000435,
+      "loss": 0.4144,
+      "mlm_loss": 0.4144,
+      "step": 8700
+    },
+    {
+      "epoch": 6.71,
+      "eval_ep_loss": -2.2817635536193848,
+      "eval_loss": 0.3839435577392578,
+      "eval_mlm_loss": 0.3839435577392578,
+      "eval_runtime": 61.6764,
+      "eval_samples_per_second": 1132.831,
+      "eval_steps_per_second": 0.567,
+      "step": 8700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.72,
+      "learning_rate": 0.0004355,
+      "loss": 0.4114,
+      "mlm_loss": 0.4114,
+      "step": 8710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.73,
+      "learning_rate": 0.000436,
+      "loss": 0.4091,
+      "mlm_loss": 0.4091,
+      "step": 8720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.73,
+      "learning_rate": 0.0004365,
+      "loss": 0.4058,
+      "mlm_loss": 0.4058,
+      "step": 8730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.74,
+      "learning_rate": 0.000437,
+      "loss": 0.4009,
+      "mlm_loss": 0.4009,
+      "step": 8740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.75,
+      "learning_rate": 0.0004375,
+      "loss": 0.405,
+      "mlm_loss": 0.405,
+      "step": 8750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.76,
+      "learning_rate": 0.000438,
+      "loss": 0.4084,
+      "mlm_loss": 0.4084,
+      "step": 8760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.76,
+      "learning_rate": 0.00043850000000000003,
+      "loss": 0.409,
+      "mlm_loss": 0.409,
+      "step": 8770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.77,
+      "learning_rate": 0.000439,
+      "loss": 0.407,
+      "mlm_loss": 0.407,
+      "step": 8780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.78,
+      "learning_rate": 0.0004395,
+      "loss": 0.4003,
+      "mlm_loss": 0.4003,
+      "step": 8790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.79,
+      "learning_rate": 0.00044,
+      "loss": 0.4021,
+      "mlm_loss": 0.4021,
+      "step": 8800
+    },
+    {
+      "epoch": 6.79,
+      "eval_ep_loss": -2.1474719047546387,
+      "eval_loss": 0.38189372420310974,
+      "eval_mlm_loss": 0.38189372420310974,
+      "eval_runtime": 59.6801,
+      "eval_samples_per_second": 1170.726,
+      "eval_steps_per_second": 0.586,
+      "step": 8800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.8,
+      "learning_rate": 0.00044050000000000003,
+      "loss": 0.4166,
+      "mlm_loss": 0.4166,
+      "step": 8810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.8,
+      "learning_rate": 0.000441,
+      "loss": 0.4055,
+      "mlm_loss": 0.4055,
+      "step": 8820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.81,
+      "learning_rate": 0.0004415,
+      "loss": 0.4095,
+      "mlm_loss": 0.4095,
+      "step": 8830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.82,
+      "learning_rate": 0.000442,
+      "loss": 0.4063,
+      "mlm_loss": 0.4063,
+      "step": 8840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.83,
+      "learning_rate": 0.0004425,
+      "loss": 0.4124,
+      "mlm_loss": 0.4124,
+      "step": 8850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.83,
+      "learning_rate": 0.00044300000000000003,
+      "loss": 0.4052,
+      "mlm_loss": 0.4052,
+      "step": 8860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.84,
+      "learning_rate": 0.0004435,
+      "loss": 0.4106,
+      "mlm_loss": 0.4106,
+      "step": 8870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.85,
+      "learning_rate": 0.000444,
+      "loss": 0.4042,
+      "mlm_loss": 0.4042,
+      "step": 8880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.86,
+      "learning_rate": 0.0004445,
+      "loss": 0.4126,
+      "mlm_loss": 0.4126,
+      "step": 8890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.86,
+      "learning_rate": 0.00044500000000000003,
+      "loss": 0.4019,
+      "mlm_loss": 0.4019,
+      "step": 8900
+    },
+    {
+      "epoch": 6.86,
+      "eval_ep_loss": -2.1015372276306152,
+      "eval_loss": 0.3846256732940674,
+      "eval_mlm_loss": 0.3846256732940674,
+      "eval_runtime": 59.4967,
+      "eval_samples_per_second": 1174.335,
+      "eval_steps_per_second": 0.588,
+      "step": 8900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.87,
+      "learning_rate": 0.00044550000000000004,
+      "loss": 0.4092,
+      "mlm_loss": 0.4092,
+      "step": 8910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.88,
+      "learning_rate": 0.000446,
+      "loss": 0.4053,
+      "mlm_loss": 0.4053,
+      "step": 8920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.89,
+      "learning_rate": 0.0004465,
+      "loss": 0.4071,
+      "mlm_loss": 0.4071,
+      "step": 8930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.9,
+      "learning_rate": 0.000447,
+      "loss": 0.4087,
+      "mlm_loss": 0.4087,
+      "step": 8940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.9,
+      "learning_rate": 0.00044750000000000004,
+      "loss": 0.4075,
+      "mlm_loss": 0.4075,
+      "step": 8950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.91,
+      "learning_rate": 0.000448,
+      "loss": 0.4134,
+      "mlm_loss": 0.4134,
+      "step": 8960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.92,
+      "learning_rate": 0.0004485,
+      "loss": 0.407,
+      "mlm_loss": 0.407,
+      "step": 8970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.93,
+      "learning_rate": 0.000449,
+      "loss": 0.4081,
+      "mlm_loss": 0.4081,
+      "step": 8980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.93,
+      "learning_rate": 0.00044950000000000003,
+      "loss": 0.4047,
+      "mlm_loss": 0.4047,
+      "step": 8990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.94,
+      "learning_rate": 0.00045000000000000004,
+      "loss": 0.4046,
+      "mlm_loss": 0.4046,
+      "step": 9000
+    },
+    {
+      "epoch": 6.94,
+      "eval_ep_loss": -2.1676366329193115,
+      "eval_loss": 0.3808509409427643,
+      "eval_mlm_loss": 0.3808509409427643,
+      "eval_runtime": 60.7859,
+      "eval_samples_per_second": 1149.428,
+      "eval_steps_per_second": 0.576,
+      "step": 9000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.95,
+      "learning_rate": 0.0004505,
+      "loss": 0.4108,
+      "mlm_loss": 0.4108,
+      "step": 9010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.96,
+      "learning_rate": 0.000451,
+      "loss": 0.4095,
+      "mlm_loss": 0.4095,
+      "step": 9020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.96,
+      "learning_rate": 0.0004515,
+      "loss": 0.4069,
+      "mlm_loss": 0.4069,
+      "step": 9030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.97,
+      "learning_rate": 0.00045200000000000004,
+      "loss": 0.407,
+      "mlm_loss": 0.407,
+      "step": 9040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.98,
+      "learning_rate": 0.00045250000000000005,
+      "loss": 0.4056,
+      "mlm_loss": 0.4056,
+      "step": 9050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 6.99,
+      "learning_rate": 0.000453,
+      "loss": 0.4107,
+      "mlm_loss": 0.4107,
+      "step": 9060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.0,
+      "learning_rate": 0.0004535,
+      "loss": 0.4085,
+      "mlm_loss": 0.4085,
+      "step": 9070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.0,
+      "learning_rate": 0.00045400000000000003,
+      "loss": 0.4146,
+      "mlm_loss": 0.4146,
+      "step": 9080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.01,
+      "learning_rate": 0.00045450000000000004,
+      "loss": 0.4041,
+      "mlm_loss": 0.4041,
+      "step": 9090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.02,
+      "learning_rate": 0.000455,
+      "loss": 0.414,
+      "mlm_loss": 0.414,
+      "step": 9100
+    },
+    {
+      "epoch": 7.02,
+      "eval_ep_loss": -2.345536231994629,
+      "eval_loss": 0.3819408118724823,
+      "eval_mlm_loss": 0.3819408118724823,
+      "eval_runtime": 61.289,
+      "eval_samples_per_second": 1139.992,
+      "eval_steps_per_second": 0.571,
+      "step": 9100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.03,
+      "learning_rate": 0.0004555,
+      "loss": 0.4014,
+      "mlm_loss": 0.4014,
+      "step": 9110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.03,
+      "learning_rate": 0.000456,
+      "loss": 0.4039,
+      "mlm_loss": 0.4039,
+      "step": 9120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.04,
+      "learning_rate": 0.00045650000000000004,
+      "loss": 0.4066,
+      "mlm_loss": 0.4066,
+      "step": 9130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.05,
+      "learning_rate": 0.00045700000000000005,
+      "loss": 0.4107,
+      "mlm_loss": 0.4107,
+      "step": 9140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.06,
+      "learning_rate": 0.0004575,
+      "loss": 0.4035,
+      "mlm_loss": 0.4035,
+      "step": 9150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.07,
+      "learning_rate": 0.000458,
+      "loss": 0.4037,
+      "mlm_loss": 0.4037,
+      "step": 9160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.07,
+      "learning_rate": 0.00045850000000000003,
+      "loss": 0.4035,
+      "mlm_loss": 0.4035,
+      "step": 9170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.08,
+      "learning_rate": 0.00045900000000000004,
+      "loss": 0.4054,
+      "mlm_loss": 0.4054,
+      "step": 9180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.09,
+      "learning_rate": 0.00045950000000000006,
+      "loss": 0.4078,
+      "mlm_loss": 0.4078,
+      "step": 9190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.1,
+      "learning_rate": 0.00046,
+      "loss": 0.4066,
+      "mlm_loss": 0.4066,
+      "step": 9200
+    },
+    {
+      "epoch": 7.1,
+      "eval_ep_loss": -2.1998836994171143,
+      "eval_loss": 0.37953051924705505,
+      "eval_mlm_loss": 0.37953051924705505,
+      "eval_runtime": 59.882,
+      "eval_samples_per_second": 1166.779,
+      "eval_steps_per_second": 0.584,
+      "step": 9200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.1,
+      "learning_rate": 0.0004605,
+      "loss": 0.3965,
+      "mlm_loss": 0.3965,
+      "step": 9210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.11,
+      "learning_rate": 0.00046100000000000004,
+      "loss": 0.3973,
+      "mlm_loss": 0.3973,
+      "step": 9220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.12,
+      "learning_rate": 0.00046150000000000005,
+      "loss": 0.3996,
+      "mlm_loss": 0.3996,
+      "step": 9230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.13,
+      "learning_rate": 0.000462,
+      "loss": 0.4075,
+      "mlm_loss": 0.4075,
+      "step": 9240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.13,
+      "learning_rate": 0.0004625,
+      "loss": 0.4042,
+      "mlm_loss": 0.4042,
+      "step": 9250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.14,
+      "learning_rate": 0.00046300000000000003,
+      "loss": 0.3976,
+      "mlm_loss": 0.3976,
+      "step": 9260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.15,
+      "learning_rate": 0.00046350000000000004,
+      "loss": 0.4026,
+      "mlm_loss": 0.4026,
+      "step": 9270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.16,
+      "learning_rate": 0.00046400000000000006,
+      "loss": 0.4047,
+      "mlm_loss": 0.4047,
+      "step": 9280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.17,
+      "learning_rate": 0.0004645,
+      "loss": 0.403,
+      "mlm_loss": 0.403,
+      "step": 9290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.17,
+      "learning_rate": 0.000465,
+      "loss": 0.4064,
+      "mlm_loss": 0.4064,
+      "step": 9300
+    },
+    {
+      "epoch": 7.17,
+      "eval_ep_loss": -2.131833553314209,
+      "eval_loss": 0.38073843717575073,
+      "eval_mlm_loss": 0.38073843717575073,
+      "eval_runtime": 61.1101,
+      "eval_samples_per_second": 1143.331,
+      "eval_steps_per_second": 0.573,
+      "step": 9300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.18,
+      "learning_rate": 0.00046550000000000004,
+      "loss": 0.4023,
+      "mlm_loss": 0.4023,
+      "step": 9310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.19,
+      "learning_rate": 0.00046600000000000005,
+      "loss": 0.4037,
+      "mlm_loss": 0.4037,
+      "step": 9320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.2,
+      "learning_rate": 0.0004665,
+      "loss": 0.4024,
+      "mlm_loss": 0.4024,
+      "step": 9330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.2,
+      "learning_rate": 0.000467,
+      "loss": 0.4031,
+      "mlm_loss": 0.4031,
+      "step": 9340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.21,
+      "learning_rate": 0.00046750000000000003,
+      "loss": 0.4069,
+      "mlm_loss": 0.4069,
+      "step": 9350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.22,
+      "learning_rate": 0.00046800000000000005,
+      "loss": 0.4134,
+      "mlm_loss": 0.4134,
+      "step": 9360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.23,
+      "learning_rate": 0.00046850000000000006,
+      "loss": 0.3998,
+      "mlm_loss": 0.3998,
+      "step": 9370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.23,
+      "learning_rate": 0.00046899999999999996,
+      "loss": 0.403,
+      "mlm_loss": 0.403,
+      "step": 9380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.24,
+      "learning_rate": 0.0004695,
+      "loss": 0.4067,
+      "mlm_loss": 0.4067,
+      "step": 9390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.25,
+      "learning_rate": 0.00047,
+      "loss": 0.4022,
+      "mlm_loss": 0.4022,
+      "step": 9400
+    },
+    {
+      "epoch": 7.25,
+      "eval_ep_loss": -2.311575412750244,
+      "eval_loss": 0.3808383643627167,
+      "eval_mlm_loss": 0.3808383643627167,
+      "eval_runtime": 61.1652,
+      "eval_samples_per_second": 1142.301,
+      "eval_steps_per_second": 0.572,
+      "step": 9400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.26,
+      "learning_rate": 0.0004705,
+      "loss": 0.405,
+      "mlm_loss": 0.405,
+      "step": 9410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.27,
+      "learning_rate": 0.000471,
+      "loss": 0.3949,
+      "mlm_loss": 0.3949,
+      "step": 9420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.27,
+      "learning_rate": 0.00047149999999999997,
+      "loss": 0.405,
+      "mlm_loss": 0.405,
+      "step": 9430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.28,
+      "learning_rate": 0.000472,
+      "loss": 0.4092,
+      "mlm_loss": 0.4092,
+      "step": 9440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.29,
+      "learning_rate": 0.0004725,
+      "loss": 0.4102,
+      "mlm_loss": 0.4102,
+      "step": 9450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.3,
+      "learning_rate": 0.000473,
+      "loss": 0.4066,
+      "mlm_loss": 0.4066,
+      "step": 9460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.3,
+      "learning_rate": 0.00047349999999999996,
+      "loss": 0.3987,
+      "mlm_loss": 0.3987,
+      "step": 9470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.31,
+      "learning_rate": 0.000474,
+      "loss": 0.399,
+      "mlm_loss": 0.399,
+      "step": 9480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.32,
+      "learning_rate": 0.0004745,
+      "loss": 0.4033,
+      "mlm_loss": 0.4033,
+      "step": 9490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.33,
+      "learning_rate": 0.000475,
+      "loss": 0.3982,
+      "mlm_loss": 0.3982,
+      "step": 9500
+    },
+    {
+      "epoch": 7.33,
+      "eval_ep_loss": -2.2588560581207275,
+      "eval_loss": 0.37661808729171753,
+      "eval_mlm_loss": 0.37661808729171753,
+      "eval_runtime": 61.5272,
+      "eval_samples_per_second": 1135.579,
+      "eval_steps_per_second": 0.569,
+      "step": 9500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.34,
+      "learning_rate": 0.0004755,
+      "loss": 0.4048,
+      "mlm_loss": 0.4048,
+      "step": 9510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.34,
+      "learning_rate": 0.00047599999999999997,
+      "loss": 0.4034,
+      "mlm_loss": 0.4034,
+      "step": 9520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.35,
+      "learning_rate": 0.0004765,
+      "loss": 0.4001,
+      "mlm_loss": 0.4001,
+      "step": 9530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.36,
+      "learning_rate": 0.000477,
+      "loss": 0.406,
+      "mlm_loss": 0.406,
+      "step": 9540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.37,
+      "learning_rate": 0.0004775,
+      "loss": 0.4007,
+      "mlm_loss": 0.4007,
+      "step": 9550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.37,
+      "learning_rate": 0.00047799999999999996,
+      "loss": 0.416,
+      "mlm_loss": 0.416,
+      "step": 9560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.38,
+      "learning_rate": 0.0004785,
+      "loss": 0.398,
+      "mlm_loss": 0.398,
+      "step": 9570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.39,
+      "learning_rate": 0.000479,
+      "loss": 0.4045,
+      "mlm_loss": 0.4045,
+      "step": 9580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.4,
+      "learning_rate": 0.0004795,
+      "loss": 0.4011,
+      "mlm_loss": 0.4011,
+      "step": 9590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.4,
+      "learning_rate": 0.00048,
+      "loss": 0.3991,
+      "mlm_loss": 0.3991,
+      "step": 9600
+    },
+    {
+      "epoch": 7.4,
+      "eval_ep_loss": -2.4242005348205566,
+      "eval_loss": 0.37998148798942566,
+      "eval_mlm_loss": 0.37998148798942566,
+      "eval_runtime": 59.2852,
+      "eval_samples_per_second": 1178.524,
+      "eval_steps_per_second": 0.59,
+      "step": 9600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.41,
+      "learning_rate": 0.00048049999999999997,
+      "loss": 0.3983,
+      "mlm_loss": 0.3983,
+      "step": 9610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.42,
+      "learning_rate": 0.000481,
+      "loss": 0.4056,
+      "mlm_loss": 0.4056,
+      "step": 9620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.43,
+      "learning_rate": 0.0004815,
+      "loss": 0.4034,
+      "mlm_loss": 0.4034,
+      "step": 9630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.44,
+      "learning_rate": 0.000482,
+      "loss": 0.4071,
+      "mlm_loss": 0.4071,
+      "step": 9640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.44,
+      "learning_rate": 0.0004825,
+      "loss": 0.3994,
+      "mlm_loss": 0.3994,
+      "step": 9650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.45,
+      "learning_rate": 0.000483,
+      "loss": 0.398,
+      "mlm_loss": 0.398,
+      "step": 9660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.46,
+      "learning_rate": 0.0004835,
+      "loss": 0.4038,
+      "mlm_loss": 0.4038,
+      "step": 9670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.47,
+      "learning_rate": 0.000484,
+      "loss": 0.401,
+      "mlm_loss": 0.401,
+      "step": 9680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.47,
+      "learning_rate": 0.0004845,
+      "loss": 0.4049,
+      "mlm_loss": 0.4049,
+      "step": 9690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.48,
+      "learning_rate": 0.00048499999999999997,
+      "loss": 0.4003,
+      "mlm_loss": 0.4003,
+      "step": 9700
+    },
+    {
+      "epoch": 7.48,
+      "eval_ep_loss": -2.468691825866699,
+      "eval_loss": 0.37805142998695374,
+      "eval_mlm_loss": 0.37805142998695374,
+      "eval_runtime": 60.3023,
+      "eval_samples_per_second": 1158.646,
+      "eval_steps_per_second": 0.58,
+      "step": 9700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.49,
+      "learning_rate": 0.0004855,
+      "loss": 0.3978,
+      "mlm_loss": 0.3978,
+      "step": 9710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.5,
+      "learning_rate": 0.000486,
+      "loss": 0.3994,
+      "mlm_loss": 0.3994,
+      "step": 9720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.5,
+      "learning_rate": 0.0004865,
+      "loss": 0.4029,
+      "mlm_loss": 0.4029,
+      "step": 9730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.51,
+      "learning_rate": 0.000487,
+      "loss": 0.3991,
+      "mlm_loss": 0.3991,
+      "step": 9740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.52,
+      "learning_rate": 0.0004875,
+      "loss": 0.4061,
+      "mlm_loss": 0.4061,
+      "step": 9750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.53,
+      "learning_rate": 0.000488,
+      "loss": 0.4047,
+      "mlm_loss": 0.4047,
+      "step": 9760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.54,
+      "learning_rate": 0.0004885,
+      "loss": 0.4071,
+      "mlm_loss": 0.4071,
+      "step": 9770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.54,
+      "learning_rate": 0.000489,
+      "loss": 0.4014,
+      "mlm_loss": 0.4014,
+      "step": 9780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.55,
+      "learning_rate": 0.0004895,
+      "loss": 0.4023,
+      "mlm_loss": 0.4023,
+      "step": 9790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.56,
+      "learning_rate": 0.00049,
+      "loss": 0.4052,
+      "mlm_loss": 0.4052,
+      "step": 9800
+    },
+    {
+      "epoch": 7.56,
+      "eval_ep_loss": -2.403273344039917,
+      "eval_loss": 0.3772997260093689,
+      "eval_mlm_loss": 0.3772997260093689,
+      "eval_runtime": 59.2376,
+      "eval_samples_per_second": 1179.471,
+      "eval_steps_per_second": 0.591,
+      "step": 9800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.57,
+      "learning_rate": 0.0004905,
+      "loss": 0.394,
+      "mlm_loss": 0.394,
+      "step": 9810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.57,
+      "learning_rate": 0.000491,
+      "loss": 0.4071,
+      "mlm_loss": 0.4071,
+      "step": 9820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.58,
+      "learning_rate": 0.0004915,
+      "loss": 0.3992,
+      "mlm_loss": 0.3992,
+      "step": 9830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.59,
+      "learning_rate": 0.000492,
+      "loss": 0.4024,
+      "mlm_loss": 0.4024,
+      "step": 9840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.6,
+      "learning_rate": 0.0004925,
+      "loss": 0.4042,
+      "mlm_loss": 0.4042,
+      "step": 9850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.61,
+      "learning_rate": 0.0004930000000000001,
+      "loss": 0.4067,
+      "mlm_loss": 0.4067,
+      "step": 9860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.61,
+      "learning_rate": 0.0004935,
+      "loss": 0.3995,
+      "mlm_loss": 0.3995,
+      "step": 9870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.62,
+      "learning_rate": 0.000494,
+      "loss": 0.3998,
+      "mlm_loss": 0.3998,
+      "step": 9880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.63,
+      "learning_rate": 0.0004945,
+      "loss": 0.4011,
+      "mlm_loss": 0.4011,
+      "step": 9890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.64,
+      "learning_rate": 0.000495,
+      "loss": 0.4003,
+      "mlm_loss": 0.4003,
+      "step": 9900
+    },
+    {
+      "epoch": 7.64,
+      "eval_ep_loss": -2.388214111328125,
+      "eval_loss": 0.3742392659187317,
+      "eval_mlm_loss": 0.3742392659187317,
+      "eval_runtime": 60.995,
+      "eval_samples_per_second": 1145.488,
+      "eval_steps_per_second": 0.574,
+      "step": 9900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.64,
+      "learning_rate": 0.0004955,
+      "loss": 0.3885,
+      "mlm_loss": 0.3885,
+      "step": 9910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.65,
+      "learning_rate": 0.000496,
+      "loss": 0.3988,
+      "mlm_loss": 0.3988,
+      "step": 9920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.66,
+      "learning_rate": 0.0004965,
+      "loss": 0.4044,
+      "mlm_loss": 0.4044,
+      "step": 9930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.67,
+      "learning_rate": 0.000497,
+      "loss": 0.4002,
+      "mlm_loss": 0.4002,
+      "step": 9940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.67,
+      "learning_rate": 0.0004975,
+      "loss": 0.4078,
+      "mlm_loss": 0.4078,
+      "step": 9950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.68,
+      "learning_rate": 0.000498,
+      "loss": 0.3993,
+      "mlm_loss": 0.3993,
+      "step": 9960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.69,
+      "learning_rate": 0.0004985,
+      "loss": 0.3985,
+      "mlm_loss": 0.3985,
+      "step": 9970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.7,
+      "learning_rate": 0.0004989500000000001,
+      "loss": 0.4052,
+      "mlm_loss": 0.4052,
+      "step": 9980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.71,
+      "learning_rate": 0.00049945,
+      "loss": 0.4045,
+      "mlm_loss": 0.4045,
+      "step": 9990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.71,
+      "learning_rate": 0.00049995,
+      "loss": 0.3959,
+      "mlm_loss": 0.3959,
+      "step": 10000
+    },
+    {
+      "epoch": 7.71,
+      "eval_ep_loss": -2.4986319541931152,
+      "eval_loss": 0.3774937689304352,
+      "eval_mlm_loss": 0.3774937689304352,
+      "eval_runtime": 60.247,
+      "eval_samples_per_second": 1159.709,
+      "eval_steps_per_second": 0.581,
+      "step": 10000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.72,
+      "learning_rate": 0.0004997173366834171,
+      "loss": 0.4023,
+      "mlm_loss": 0.4023,
+      "step": 10010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.73,
+      "learning_rate": 0.0004994032663316583,
+      "loss": 0.407,
+      "mlm_loss": 0.407,
+      "step": 10020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.74,
+      "learning_rate": 0.0004990891959798995,
+      "loss": 0.4024,
+      "mlm_loss": 0.4024,
+      "step": 10030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.74,
+      "learning_rate": 0.0004987751256281407,
+      "loss": 0.3991,
+      "mlm_loss": 0.3991,
+      "step": 10040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.75,
+      "learning_rate": 0.000498461055276382,
+      "loss": 0.4058,
+      "mlm_loss": 0.4058,
+      "step": 10050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.76,
+      "learning_rate": 0.0004981469849246231,
+      "loss": 0.4046,
+      "mlm_loss": 0.4046,
+      "step": 10060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.77,
+      "learning_rate": 0.0004978329145728643,
+      "loss": 0.397,
+      "mlm_loss": 0.397,
+      "step": 10070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.77,
+      "learning_rate": 0.0004975188442211055,
+      "loss": 0.3967,
+      "mlm_loss": 0.3967,
+      "step": 10080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.78,
+      "learning_rate": 0.0004972047738693468,
+      "loss": 0.3986,
+      "mlm_loss": 0.3986,
+      "step": 10090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.79,
+      "learning_rate": 0.000496890703517588,
+      "loss": 0.4018,
+      "mlm_loss": 0.4018,
+      "step": 10100
+    },
+    {
+      "epoch": 7.79,
+      "eval_ep_loss": -2.651991605758667,
+      "eval_loss": 0.374184250831604,
+      "eval_mlm_loss": 0.374184250831604,
+      "eval_runtime": 61.0227,
+      "eval_samples_per_second": 1144.966,
+      "eval_steps_per_second": 0.574,
+      "step": 10100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.8,
+      "learning_rate": 0.0004965766331658292,
+      "loss": 0.4029,
+      "mlm_loss": 0.4029,
+      "step": 10110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.81,
+      "learning_rate": 0.0004962625628140703,
+      "loss": 0.4006,
+      "mlm_loss": 0.4006,
+      "step": 10120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.81,
+      "learning_rate": 0.0004959484924623116,
+      "loss": 0.4003,
+      "mlm_loss": 0.4003,
+      "step": 10130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.82,
+      "learning_rate": 0.0004956344221105528,
+      "loss": 0.3982,
+      "mlm_loss": 0.3982,
+      "step": 10140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.83,
+      "learning_rate": 0.000495320351758794,
+      "loss": 0.4044,
+      "mlm_loss": 0.4044,
+      "step": 10150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.84,
+      "learning_rate": 0.0004950062814070351,
+      "loss": 0.4023,
+      "mlm_loss": 0.4023,
+      "step": 10160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.84,
+      "learning_rate": 0.0004946922110552764,
+      "loss": 0.4024,
+      "mlm_loss": 0.4024,
+      "step": 10170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.85,
+      "learning_rate": 0.0004943781407035176,
+      "loss": 0.4036,
+      "mlm_loss": 0.4036,
+      "step": 10180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.86,
+      "learning_rate": 0.0004940640703517588,
+      "loss": 0.3962,
+      "mlm_loss": 0.3962,
+      "step": 10190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.87,
+      "learning_rate": 0.00049375,
+      "loss": 0.4061,
+      "mlm_loss": 0.4061,
+      "step": 10200
+    },
+    {
+      "epoch": 7.87,
+      "eval_ep_loss": -2.436077356338501,
+      "eval_loss": 0.3732386827468872,
+      "eval_mlm_loss": 0.3732386827468872,
+      "eval_runtime": 59.8162,
+      "eval_samples_per_second": 1168.062,
+      "eval_steps_per_second": 0.585,
+      "step": 10200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.88,
+      "learning_rate": 0.0004934359296482412,
+      "loss": 0.3959,
+      "mlm_loss": 0.3959,
+      "step": 10210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.88,
+      "learning_rate": 0.0004931218592964824,
+      "loss": 0.3997,
+      "mlm_loss": 0.3997,
+      "step": 10220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.89,
+      "learning_rate": 0.0004928077889447236,
+      "loss": 0.4013,
+      "mlm_loss": 0.4013,
+      "step": 10230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.9,
+      "learning_rate": 0.0004924937185929649,
+      "loss": 0.3956,
+      "mlm_loss": 0.3956,
+      "step": 10240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.91,
+      "learning_rate": 0.0004921796482412061,
+      "loss": 0.3967,
+      "mlm_loss": 0.3967,
+      "step": 10250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.91,
+      "learning_rate": 0.0004918655778894472,
+      "loss": 0.3967,
+      "mlm_loss": 0.3967,
+      "step": 10260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.92,
+      "learning_rate": 0.0004915515075376884,
+      "loss": 0.3954,
+      "mlm_loss": 0.3954,
+      "step": 10270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.93,
+      "learning_rate": 0.0004912374371859297,
+      "loss": 0.3976,
+      "mlm_loss": 0.3976,
+      "step": 10280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.94,
+      "learning_rate": 0.0004909233668341709,
+      "loss": 0.3945,
+      "mlm_loss": 0.3945,
+      "step": 10290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.94,
+      "learning_rate": 0.0004906092964824121,
+      "loss": 0.3979,
+      "mlm_loss": 0.3979,
+      "step": 10300
+    },
+    {
+      "epoch": 7.94,
+      "eval_ep_loss": -2.4026572704315186,
+      "eval_loss": 0.37325599789619446,
+      "eval_mlm_loss": 0.37325599789619446,
+      "eval_runtime": 61.5586,
+      "eval_samples_per_second": 1135.0,
+      "eval_steps_per_second": 0.569,
+      "step": 10300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.95,
+      "learning_rate": 0.0004902952261306532,
+      "loss": 0.3971,
+      "mlm_loss": 0.3971,
+      "step": 10310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.96,
+      "learning_rate": 0.0004899811557788945,
+      "loss": 0.4018,
+      "mlm_loss": 0.4018,
+      "step": 10320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.97,
+      "learning_rate": 0.0004896670854271357,
+      "loss": 0.3993,
+      "mlm_loss": 0.3993,
+      "step": 10330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.98,
+      "learning_rate": 0.0004893530150753769,
+      "loss": 0.3995,
+      "mlm_loss": 0.3995,
+      "step": 10340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.98,
+      "learning_rate": 0.0004890389447236181,
+      "loss": 0.3948,
+      "mlm_loss": 0.3948,
+      "step": 10350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 7.99,
+      "learning_rate": 0.0004887248743718593,
+      "loss": 0.4028,
+      "mlm_loss": 0.4028,
+      "step": 10360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.0,
+      "learning_rate": 0.0004884108040201005,
+      "loss": 0.3972,
+      "mlm_loss": 0.3972,
+      "step": 10370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.01,
+      "learning_rate": 0.0004880967336683417,
+      "loss": 0.3899,
+      "mlm_loss": 0.3899,
+      "step": 10380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.01,
+      "learning_rate": 0.00048778266331658295,
+      "loss": 0.3993,
+      "mlm_loss": 0.3993,
+      "step": 10390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.02,
+      "learning_rate": 0.0004874685929648242,
+      "loss": 0.3945,
+      "mlm_loss": 0.3945,
+      "step": 10400
+    },
+    {
+      "epoch": 8.02,
+      "eval_ep_loss": -2.2991716861724854,
+      "eval_loss": 0.3698738217353821,
+      "eval_mlm_loss": 0.3698738217353821,
+      "eval_runtime": 62.0944,
+      "eval_samples_per_second": 1125.206,
+      "eval_steps_per_second": 0.564,
+      "step": 10400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.03,
+      "learning_rate": 0.0004871545226130653,
+      "loss": 0.3855,
+      "mlm_loss": 0.3855,
+      "step": 10410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.04,
+      "learning_rate": 0.0004868404522613065,
+      "loss": 0.3925,
+      "mlm_loss": 0.3925,
+      "step": 10420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.04,
+      "learning_rate": 0.00048652638190954775,
+      "loss": 0.3901,
+      "mlm_loss": 0.3901,
+      "step": 10430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.05,
+      "learning_rate": 0.0004862123115577889,
+      "loss": 0.39,
+      "mlm_loss": 0.39,
+      "step": 10440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.06,
+      "learning_rate": 0.00048589824120603015,
+      "loss": 0.3904,
+      "mlm_loss": 0.3904,
+      "step": 10450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.07,
+      "learning_rate": 0.0004855841708542714,
+      "loss": 0.3908,
+      "mlm_loss": 0.3908,
+      "step": 10460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.08,
+      "learning_rate": 0.00048527010050251256,
+      "loss": 0.3931,
+      "mlm_loss": 0.3931,
+      "step": 10470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.08,
+      "learning_rate": 0.0004849560301507538,
+      "loss": 0.3899,
+      "mlm_loss": 0.3899,
+      "step": 10480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.09,
+      "learning_rate": 0.000484641959798995,
+      "loss": 0.3908,
+      "mlm_loss": 0.3908,
+      "step": 10490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.1,
+      "learning_rate": 0.00048432788944723624,
+      "loss": 0.3909,
+      "mlm_loss": 0.3909,
+      "step": 10500
+    },
+    {
+      "epoch": 8.1,
+      "eval_ep_loss": -2.246208429336548,
+      "eval_loss": 0.36925286054611206,
+      "eval_mlm_loss": 0.36925286054611206,
+      "eval_runtime": 61.3519,
+      "eval_samples_per_second": 1138.823,
+      "eval_steps_per_second": 0.57,
+      "step": 10500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.11,
+      "learning_rate": 0.00048401381909547736,
+      "loss": 0.3922,
+      "mlm_loss": 0.3922,
+      "step": 10510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.11,
+      "learning_rate": 0.0004836997487437186,
+      "loss": 0.3878,
+      "mlm_loss": 0.3878,
+      "step": 10520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.12,
+      "learning_rate": 0.0004833856783919598,
+      "loss": 0.3901,
+      "mlm_loss": 0.3901,
+      "step": 10530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.13,
+      "learning_rate": 0.000483071608040201,
+      "loss": 0.3872,
+      "mlm_loss": 0.3872,
+      "step": 10540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.14,
+      "learning_rate": 0.0004827575376884422,
+      "loss": 0.3931,
+      "mlm_loss": 0.3931,
+      "step": 10550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.15,
+      "learning_rate": 0.00048244346733668345,
+      "loss": 0.3928,
+      "mlm_loss": 0.3928,
+      "step": 10560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.15,
+      "learning_rate": 0.0004821293969849246,
+      "loss": 0.3975,
+      "mlm_loss": 0.3975,
+      "step": 10570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.16,
+      "learning_rate": 0.00048181532663316585,
+      "loss": 0.4002,
+      "mlm_loss": 0.4002,
+      "step": 10580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.17,
+      "learning_rate": 0.0004815012562814071,
+      "loss": 0.3961,
+      "mlm_loss": 0.3961,
+      "step": 10590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.18,
+      "learning_rate": 0.00048118718592964825,
+      "loss": 0.392,
+      "mlm_loss": 0.392,
+      "step": 10600
+    },
+    {
+      "epoch": 8.18,
+      "eval_ep_loss": -2.7679216861724854,
+      "eval_loss": 0.36933663487434387,
+      "eval_mlm_loss": 0.36933663487434387,
+      "eval_runtime": 61.879,
+      "eval_samples_per_second": 1129.123,
+      "eval_steps_per_second": 0.566,
+      "step": 10600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.18,
+      "learning_rate": 0.0004808731155778894,
+      "loss": 0.3957,
+      "mlm_loss": 0.3957,
+      "step": 10610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.19,
+      "learning_rate": 0.00048055904522613065,
+      "loss": 0.4001,
+      "mlm_loss": 0.4001,
+      "step": 10620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.2,
+      "learning_rate": 0.0004802449748743719,
+      "loss": 0.398,
+      "mlm_loss": 0.398,
+      "step": 10630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.21,
+      "learning_rate": 0.00047993090452261305,
+      "loss": 0.3897,
+      "mlm_loss": 0.3897,
+      "step": 10640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.21,
+      "learning_rate": 0.0004796168341708543,
+      "loss": 0.3949,
+      "mlm_loss": 0.3949,
+      "step": 10650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.22,
+      "learning_rate": 0.0004793027638190955,
+      "loss": 0.3844,
+      "mlm_loss": 0.3844,
+      "step": 10660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.23,
+      "learning_rate": 0.0004789886934673367,
+      "loss": 0.3931,
+      "mlm_loss": 0.3931,
+      "step": 10670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.24,
+      "learning_rate": 0.0004786746231155779,
+      "loss": 0.3892,
+      "mlm_loss": 0.3892,
+      "step": 10680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.25,
+      "learning_rate": 0.00047836055276381914,
+      "loss": 0.3946,
+      "mlm_loss": 0.3946,
+      "step": 10690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.25,
+      "learning_rate": 0.0004780464824120603,
+      "loss": 0.393,
+      "mlm_loss": 0.393,
+      "step": 10700
+    },
+    {
+      "epoch": 8.25,
+      "eval_ep_loss": -2.653468608856201,
+      "eval_loss": 0.36575964093208313,
+      "eval_mlm_loss": 0.36575964093208313,
+      "eval_runtime": 61.0152,
+      "eval_samples_per_second": 1145.108,
+      "eval_steps_per_second": 0.574,
+      "step": 10700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.26,
+      "learning_rate": 0.0004777324120603015,
+      "loss": 0.3865,
+      "mlm_loss": 0.3865,
+      "step": 10710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.27,
+      "learning_rate": 0.0004774183417085427,
+      "loss": 0.3936,
+      "mlm_loss": 0.3936,
+      "step": 10720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.28,
+      "learning_rate": 0.0004771042713567839,
+      "loss": 0.3874,
+      "mlm_loss": 0.3874,
+      "step": 10730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.28,
+      "learning_rate": 0.0004767902010050251,
+      "loss": 0.3839,
+      "mlm_loss": 0.3839,
+      "step": 10740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.29,
+      "learning_rate": 0.00047647613065326635,
+      "loss": 0.3819,
+      "mlm_loss": 0.3819,
+      "step": 10750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.3,
+      "learning_rate": 0.0004761620603015076,
+      "loss": 0.3841,
+      "mlm_loss": 0.3841,
+      "step": 10760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.31,
+      "learning_rate": 0.00047584798994974875,
+      "loss": 0.3896,
+      "mlm_loss": 0.3896,
+      "step": 10770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.31,
+      "learning_rate": 0.00047553391959799,
+      "loss": 0.388,
+      "mlm_loss": 0.388,
+      "step": 10780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.32,
+      "learning_rate": 0.0004752198492462312,
+      "loss": 0.3864,
+      "mlm_loss": 0.3864,
+      "step": 10790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.33,
+      "learning_rate": 0.0004749057788944724,
+      "loss": 0.3887,
+      "mlm_loss": 0.3887,
+      "step": 10800
+    },
+    {
+      "epoch": 8.33,
+      "eval_ep_loss": -2.6650192737579346,
+      "eval_loss": 0.362870454788208,
+      "eval_mlm_loss": 0.362870454788208,
+      "eval_runtime": 59.7372,
+      "eval_samples_per_second": 1169.606,
+      "eval_steps_per_second": 0.586,
+      "step": 10800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.34,
+      "learning_rate": 0.00047459170854271355,
+      "loss": 0.3898,
+      "mlm_loss": 0.3898,
+      "step": 10810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.35,
+      "learning_rate": 0.0004742776381909548,
+      "loss": 0.3881,
+      "mlm_loss": 0.3881,
+      "step": 10820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.35,
+      "learning_rate": 0.00047396356783919595,
+      "loss": 0.3868,
+      "mlm_loss": 0.3868,
+      "step": 10830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.36,
+      "learning_rate": 0.0004736494974874372,
+      "loss": 0.3924,
+      "mlm_loss": 0.3924,
+      "step": 10840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.37,
+      "learning_rate": 0.0004733354271356784,
+      "loss": 0.3849,
+      "mlm_loss": 0.3849,
+      "step": 10850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.38,
+      "learning_rate": 0.0004730213567839196,
+      "loss": 0.387,
+      "mlm_loss": 0.387,
+      "step": 10860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.38,
+      "learning_rate": 0.0004727072864321608,
+      "loss": 0.3829,
+      "mlm_loss": 0.3829,
+      "step": 10870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.39,
+      "learning_rate": 0.00047239321608040204,
+      "loss": 0.3881,
+      "mlm_loss": 0.3881,
+      "step": 10880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.4,
+      "learning_rate": 0.00047207914572864327,
+      "loss": 0.3957,
+      "mlm_loss": 0.3957,
+      "step": 10890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.41,
+      "learning_rate": 0.00047176507537688444,
+      "loss": 0.3856,
+      "mlm_loss": 0.3856,
+      "step": 10900
+    },
+    {
+      "epoch": 8.41,
+      "eval_ep_loss": -2.556627035140991,
+      "eval_loss": 0.3644386827945709,
+      "eval_mlm_loss": 0.3644386827945709,
+      "eval_runtime": 60.0106,
+      "eval_samples_per_second": 1164.279,
+      "eval_steps_per_second": 0.583,
+      "step": 10900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.41,
+      "learning_rate": 0.0004714510050251256,
+      "loss": 0.3918,
+      "mlm_loss": 0.3918,
+      "step": 10910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.42,
+      "learning_rate": 0.00047113693467336684,
+      "loss": 0.3888,
+      "mlm_loss": 0.3888,
+      "step": 10920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.43,
+      "learning_rate": 0.000470822864321608,
+      "loss": 0.3874,
+      "mlm_loss": 0.3874,
+      "step": 10930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.44,
+      "learning_rate": 0.00047050879396984925,
+      "loss": 0.3826,
+      "mlm_loss": 0.3826,
+      "step": 10940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.45,
+      "learning_rate": 0.0004701947236180905,
+      "loss": 0.3817,
+      "mlm_loss": 0.3817,
+      "step": 10950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.45,
+      "learning_rate": 0.00046988065326633165,
+      "loss": 0.3877,
+      "mlm_loss": 0.3877,
+      "step": 10960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.46,
+      "learning_rate": 0.0004695665829145729,
+      "loss": 0.3841,
+      "mlm_loss": 0.3841,
+      "step": 10970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.47,
+      "learning_rate": 0.0004692525125628141,
+      "loss": 0.3854,
+      "mlm_loss": 0.3854,
+      "step": 10980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.48,
+      "learning_rate": 0.0004689384422110553,
+      "loss": 0.3818,
+      "mlm_loss": 0.3818,
+      "step": 10990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.48,
+      "learning_rate": 0.0004686243718592965,
+      "loss": 0.3844,
+      "mlm_loss": 0.3844,
+      "step": 11000
+    },
+    {
+      "epoch": 8.48,
+      "eval_ep_loss": -2.669065475463867,
+      "eval_loss": 0.36087533831596375,
+      "eval_mlm_loss": 0.36087533831596375,
+      "eval_runtime": 59.8288,
+      "eval_samples_per_second": 1167.815,
+      "eval_steps_per_second": 0.585,
+      "step": 11000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.49,
+      "learning_rate": 0.0004683103015075377,
+      "loss": 0.3867,
+      "mlm_loss": 0.3867,
+      "step": 11010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.5,
+      "learning_rate": 0.0004679962311557789,
+      "loss": 0.383,
+      "mlm_loss": 0.383,
+      "step": 11020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.51,
+      "learning_rate": 0.0004676821608040201,
+      "loss": 0.3897,
+      "mlm_loss": 0.3897,
+      "step": 11030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.52,
+      "learning_rate": 0.0004673680904522613,
+      "loss": 0.3908,
+      "mlm_loss": 0.3908,
+      "step": 11040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.52,
+      "learning_rate": 0.00046705402010050254,
+      "loss": 0.3854,
+      "mlm_loss": 0.3854,
+      "step": 11050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.53,
+      "learning_rate": 0.0004667399497487437,
+      "loss": 0.3886,
+      "mlm_loss": 0.3886,
+      "step": 11060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.54,
+      "learning_rate": 0.00046642587939698494,
+      "loss": 0.3814,
+      "mlm_loss": 0.3814,
+      "step": 11070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.55,
+      "learning_rate": 0.00046611180904522617,
+      "loss": 0.3888,
+      "mlm_loss": 0.3888,
+      "step": 11080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.55,
+      "learning_rate": 0.00046579773869346734,
+      "loss": 0.3884,
+      "mlm_loss": 0.3884,
+      "step": 11090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.56,
+      "learning_rate": 0.00046548366834170857,
+      "loss": 0.39,
+      "mlm_loss": 0.39,
+      "step": 11100
+    },
+    {
+      "epoch": 8.56,
+      "eval_ep_loss": -2.3106160163879395,
+      "eval_loss": 0.3573386073112488,
+      "eval_mlm_loss": 0.3573386073112488,
+      "eval_runtime": 61.2527,
+      "eval_samples_per_second": 1140.668,
+      "eval_steps_per_second": 0.571,
+      "step": 11100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.57,
+      "learning_rate": 0.00046516959798994974,
+      "loss": 0.3767,
+      "mlm_loss": 0.3767,
+      "step": 11110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.58,
+      "learning_rate": 0.0004648555276381909,
+      "loss": 0.3712,
+      "mlm_loss": 0.3712,
+      "step": 11120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.58,
+      "learning_rate": 0.00046454145728643215,
+      "loss": 0.3787,
+      "mlm_loss": 0.3787,
+      "step": 11130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.59,
+      "learning_rate": 0.0004642273869346734,
+      "loss": 0.3815,
+      "mlm_loss": 0.3815,
+      "step": 11140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.6,
+      "learning_rate": 0.0004639133165829146,
+      "loss": 0.3837,
+      "mlm_loss": 0.3837,
+      "step": 11150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.61,
+      "learning_rate": 0.0004635992462311558,
+      "loss": 0.3851,
+      "mlm_loss": 0.3851,
+      "step": 11160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.62,
+      "learning_rate": 0.000463285175879397,
+      "loss": 0.3818,
+      "mlm_loss": 0.3818,
+      "step": 11170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.62,
+      "learning_rate": 0.00046297110552763823,
+      "loss": 0.3841,
+      "mlm_loss": 0.3841,
+      "step": 11180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.63,
+      "learning_rate": 0.0004626570351758794,
+      "loss": 0.3803,
+      "mlm_loss": 0.3803,
+      "step": 11190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.64,
+      "learning_rate": 0.00046234296482412063,
+      "loss": 0.3799,
+      "mlm_loss": 0.3799,
+      "step": 11200
+    },
+    {
+      "epoch": 8.64,
+      "eval_ep_loss": -2.7373206615448,
+      "eval_loss": 0.35678714513778687,
+      "eval_mlm_loss": 0.35678714513778687,
+      "eval_runtime": 63.4192,
+      "eval_samples_per_second": 1101.701,
+      "eval_steps_per_second": 0.552,
+      "step": 11200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.65,
+      "learning_rate": 0.0004620288944723618,
+      "loss": 0.3788,
+      "mlm_loss": 0.3788,
+      "step": 11210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.65,
+      "learning_rate": 0.000461714824120603,
+      "loss": 0.385,
+      "mlm_loss": 0.385,
+      "step": 11220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.66,
+      "learning_rate": 0.0004614007537688442,
+      "loss": 0.3886,
+      "mlm_loss": 0.3886,
+      "step": 11230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.67,
+      "learning_rate": 0.00046108668341708544,
+      "loss": 0.3816,
+      "mlm_loss": 0.3816,
+      "step": 11240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.68,
+      "learning_rate": 0.00046077261306532667,
+      "loss": 0.3913,
+      "mlm_loss": 0.3913,
+      "step": 11250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.68,
+      "learning_rate": 0.00046045854271356784,
+      "loss": 0.3816,
+      "mlm_loss": 0.3816,
+      "step": 11260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.69,
+      "learning_rate": 0.00046014447236180907,
+      "loss": 0.3809,
+      "mlm_loss": 0.3809,
+      "step": 11270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.7,
+      "learning_rate": 0.0004598304020100503,
+      "loss": 0.3901,
+      "mlm_loss": 0.3901,
+      "step": 11280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.71,
+      "learning_rate": 0.00045951633165829147,
+      "loss": 0.3791,
+      "mlm_loss": 0.3791,
+      "step": 11290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.72,
+      "learning_rate": 0.0004592022613065327,
+      "loss": 0.3778,
+      "mlm_loss": 0.3778,
+      "step": 11300
+    },
+    {
+      "epoch": 8.72,
+      "eval_ep_loss": -2.907904624938965,
+      "eval_loss": 0.3548813462257385,
+      "eval_mlm_loss": 0.3548813462257385,
+      "eval_runtime": 63.2595,
+      "eval_samples_per_second": 1104.482,
+      "eval_steps_per_second": 0.553,
+      "step": 11300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.72,
+      "learning_rate": 0.00045888819095477387,
+      "loss": 0.3802,
+      "mlm_loss": 0.3802,
+      "step": 11310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.73,
+      "learning_rate": 0.00045857412060301505,
+      "loss": 0.3811,
+      "mlm_loss": 0.3811,
+      "step": 11320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.74,
+      "learning_rate": 0.0004582600502512563,
+      "loss": 0.385,
+      "mlm_loss": 0.385,
+      "step": 11330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.75,
+      "learning_rate": 0.0004579459798994975,
+      "loss": 0.3828,
+      "mlm_loss": 0.3828,
+      "step": 11340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.75,
+      "learning_rate": 0.0004576319095477387,
+      "loss": 0.3789,
+      "mlm_loss": 0.3789,
+      "step": 11350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.76,
+      "learning_rate": 0.0004573178391959799,
+      "loss": 0.3802,
+      "mlm_loss": 0.3802,
+      "step": 11360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.77,
+      "learning_rate": 0.00045700376884422113,
+      "loss": 0.38,
+      "mlm_loss": 0.38,
+      "step": 11370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.78,
+      "learning_rate": 0.00045668969849246236,
+      "loss": 0.3842,
+      "mlm_loss": 0.3842,
+      "step": 11380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.79,
+      "learning_rate": 0.00045637562814070353,
+      "loss": 0.3843,
+      "mlm_loss": 0.3843,
+      "step": 11390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.79,
+      "learning_rate": 0.00045606155778894476,
+      "loss": 0.3811,
+      "mlm_loss": 0.3811,
+      "step": 11400
+    },
+    {
+      "epoch": 8.79,
+      "eval_ep_loss": -2.4214723110198975,
+      "eval_loss": 0.35386431217193604,
+      "eval_mlm_loss": 0.35386431217193604,
+      "eval_runtime": 59.4503,
+      "eval_samples_per_second": 1175.25,
+      "eval_steps_per_second": 0.589,
+      "step": 11400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.8,
+      "learning_rate": 0.00045574748743718594,
+      "loss": 0.3777,
+      "mlm_loss": 0.3777,
+      "step": 11410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.81,
+      "learning_rate": 0.0004554334170854271,
+      "loss": 0.3857,
+      "mlm_loss": 0.3857,
+      "step": 11420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.82,
+      "learning_rate": 0.00045511934673366834,
+      "loss": 0.3818,
+      "mlm_loss": 0.3818,
+      "step": 11430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.82,
+      "learning_rate": 0.00045480527638190957,
+      "loss": 0.3794,
+      "mlm_loss": 0.3794,
+      "step": 11440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.83,
+      "learning_rate": 0.00045449120603015074,
+      "loss": 0.3783,
+      "mlm_loss": 0.3783,
+      "step": 11450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.84,
+      "learning_rate": 0.00045417713567839197,
+      "loss": 0.3826,
+      "mlm_loss": 0.3826,
+      "step": 11460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.85,
+      "learning_rate": 0.0004538630653266332,
+      "loss": 0.3786,
+      "mlm_loss": 0.3786,
+      "step": 11470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.85,
+      "learning_rate": 0.00045354899497487437,
+      "loss": 0.3731,
+      "mlm_loss": 0.3731,
+      "step": 11480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.86,
+      "learning_rate": 0.0004532349246231156,
+      "loss": 0.3766,
+      "mlm_loss": 0.3766,
+      "step": 11490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.87,
+      "learning_rate": 0.0004529208542713568,
+      "loss": 0.386,
+      "mlm_loss": 0.386,
+      "step": 11500
+    },
+    {
+      "epoch": 8.87,
+      "eval_ep_loss": -2.3580639362335205,
+      "eval_loss": 0.3554854094982147,
+      "eval_mlm_loss": 0.3554854094982147,
+      "eval_runtime": 59.7228,
+      "eval_samples_per_second": 1169.889,
+      "eval_steps_per_second": 0.586,
+      "step": 11500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.88,
+      "learning_rate": 0.000452606783919598,
+      "loss": 0.3765,
+      "mlm_loss": 0.3765,
+      "step": 11510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.89,
+      "learning_rate": 0.0004522927135678392,
+      "loss": 0.375,
+      "mlm_loss": 0.375,
+      "step": 11520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.89,
+      "learning_rate": 0.0004519786432160804,
+      "loss": 0.3831,
+      "mlm_loss": 0.3831,
+      "step": 11530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.9,
+      "learning_rate": 0.00045166457286432163,
+      "loss": 0.3797,
+      "mlm_loss": 0.3797,
+      "step": 11540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.91,
+      "learning_rate": 0.0004513505025125628,
+      "loss": 0.3729,
+      "mlm_loss": 0.3729,
+      "step": 11550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.92,
+      "learning_rate": 0.00045103643216080403,
+      "loss": 0.3736,
+      "mlm_loss": 0.3736,
+      "step": 11560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.92,
+      "learning_rate": 0.00045072236180904526,
+      "loss": 0.3756,
+      "mlm_loss": 0.3756,
+      "step": 11570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.93,
+      "learning_rate": 0.00045040829145728643,
+      "loss": 0.3791,
+      "mlm_loss": 0.3791,
+      "step": 11580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.94,
+      "learning_rate": 0.00045009422110552766,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 11590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.95,
+      "learning_rate": 0.0004497801507537689,
+      "loss": 0.374,
+      "mlm_loss": 0.374,
+      "step": 11600
+    },
+    {
+      "epoch": 8.95,
+      "eval_ep_loss": -2.2494945526123047,
+      "eval_loss": 0.35051652789115906,
+      "eval_mlm_loss": 0.35051652789115906,
+      "eval_runtime": 60.6153,
+      "eval_samples_per_second": 1152.663,
+      "eval_steps_per_second": 0.577,
+      "step": 11600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.95,
+      "learning_rate": 0.00044946608040201,
+      "loss": 0.3771,
+      "mlm_loss": 0.3771,
+      "step": 11610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.96,
+      "learning_rate": 0.00044915201005025124,
+      "loss": 0.3787,
+      "mlm_loss": 0.3787,
+      "step": 11620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.97,
+      "learning_rate": 0.00044883793969849247,
+      "loss": 0.3783,
+      "mlm_loss": 0.3783,
+      "step": 11630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.98,
+      "learning_rate": 0.0004485238693467337,
+      "loss": 0.3683,
+      "mlm_loss": 0.3683,
+      "step": 11640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.99,
+      "learning_rate": 0.00044820979899497487,
+      "loss": 0.3755,
+      "mlm_loss": 0.3755,
+      "step": 11650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 8.99,
+      "learning_rate": 0.0004478957286432161,
+      "loss": 0.3751,
+      "mlm_loss": 0.3751,
+      "step": 11660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.0,
+      "learning_rate": 0.0004475816582914573,
+      "loss": 0.3806,
+      "mlm_loss": 0.3806,
+      "step": 11670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.01,
+      "learning_rate": 0.0004472675879396985,
+      "loss": 0.3723,
+      "mlm_loss": 0.3723,
+      "step": 11680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.02,
+      "learning_rate": 0.0004469535175879397,
+      "loss": 0.3727,
+      "mlm_loss": 0.3727,
+      "step": 11690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.02,
+      "learning_rate": 0.00044663944723618095,
+      "loss": 0.3717,
+      "mlm_loss": 0.3717,
+      "step": 11700
+    },
+    {
+      "epoch": 9.02,
+      "eval_ep_loss": -2.543911933898926,
+      "eval_loss": 0.34973713755607605,
+      "eval_mlm_loss": 0.34973713755607605,
+      "eval_runtime": 62.1216,
+      "eval_samples_per_second": 1124.713,
+      "eval_steps_per_second": 0.563,
+      "step": 11700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.03,
+      "learning_rate": 0.0004463253768844221,
+      "loss": 0.3694,
+      "mlm_loss": 0.3694,
+      "step": 11710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.04,
+      "learning_rate": 0.0004460113065326633,
+      "loss": 0.3673,
+      "mlm_loss": 0.3673,
+      "step": 11720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.05,
+      "learning_rate": 0.00044569723618090453,
+      "loss": 0.3679,
+      "mlm_loss": 0.3679,
+      "step": 11730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.06,
+      "learning_rate": 0.0004453831658291457,
+      "loss": 0.3757,
+      "mlm_loss": 0.3757,
+      "step": 11740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.06,
+      "learning_rate": 0.00044506909547738693,
+      "loss": 0.3702,
+      "mlm_loss": 0.3702,
+      "step": 11750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.07,
+      "learning_rate": 0.00044475502512562816,
+      "loss": 0.3697,
+      "mlm_loss": 0.3697,
+      "step": 11760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.08,
+      "learning_rate": 0.0004444409547738694,
+      "loss": 0.3721,
+      "mlm_loss": 0.3721,
+      "step": 11770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.09,
+      "learning_rate": 0.00044412688442211056,
+      "loss": 0.3713,
+      "mlm_loss": 0.3713,
+      "step": 11780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.09,
+      "learning_rate": 0.0004438128140703518,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 11790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.1,
+      "learning_rate": 0.000443498743718593,
+      "loss": 0.368,
+      "mlm_loss": 0.368,
+      "step": 11800
+    },
+    {
+      "epoch": 9.1,
+      "eval_ep_loss": -2.5209760665893555,
+      "eval_loss": 0.349372535943985,
+      "eval_mlm_loss": 0.349372535943985,
+      "eval_runtime": 58.6125,
+      "eval_samples_per_second": 1192.049,
+      "eval_steps_per_second": 0.597,
+      "step": 11800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.11,
+      "learning_rate": 0.00044318467336683414,
+      "loss": 0.3664,
+      "mlm_loss": 0.3664,
+      "step": 11810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.12,
+      "learning_rate": 0.00044287060301507537,
+      "loss": 0.3766,
+      "mlm_loss": 0.3766,
+      "step": 11820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.12,
+      "learning_rate": 0.0004425565326633166,
+      "loss": 0.3677,
+      "mlm_loss": 0.3677,
+      "step": 11830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.13,
+      "learning_rate": 0.00044224246231155777,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 11840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.14,
+      "learning_rate": 0.000441928391959799,
+      "loss": 0.3789,
+      "mlm_loss": 0.3789,
+      "step": 11850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.15,
+      "learning_rate": 0.0004416143216080402,
+      "loss": 0.3716,
+      "mlm_loss": 0.3716,
+      "step": 11860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.16,
+      "learning_rate": 0.00044130025125628145,
+      "loss": 0.3672,
+      "mlm_loss": 0.3672,
+      "step": 11870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.16,
+      "learning_rate": 0.0004409861809045226,
+      "loss": 0.369,
+      "mlm_loss": 0.369,
+      "step": 11880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.17,
+      "learning_rate": 0.00044067211055276385,
+      "loss": 0.377,
+      "mlm_loss": 0.377,
+      "step": 11890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.18,
+      "learning_rate": 0.0004403580402010051,
+      "loss": 0.3692,
+      "mlm_loss": 0.3692,
+      "step": 11900
+    },
+    {
+      "epoch": 9.18,
+      "eval_ep_loss": -2.5095667839050293,
+      "eval_loss": 0.3459388017654419,
+      "eval_mlm_loss": 0.3459388017654419,
+      "eval_runtime": 59.1505,
+      "eval_samples_per_second": 1181.208,
+      "eval_steps_per_second": 0.592,
+      "step": 11900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.19,
+      "learning_rate": 0.0004400439698492462,
+      "loss": 0.3717,
+      "mlm_loss": 0.3717,
+      "step": 11910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.19,
+      "learning_rate": 0.00043972989949748743,
+      "loss": 0.3706,
+      "mlm_loss": 0.3706,
+      "step": 11920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.2,
+      "learning_rate": 0.00043941582914572866,
+      "loss": 0.3766,
+      "mlm_loss": 0.3766,
+      "step": 11930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.21,
+      "learning_rate": 0.00043910175879396983,
+      "loss": 0.3675,
+      "mlm_loss": 0.3675,
+      "step": 11940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.22,
+      "learning_rate": 0.00043878768844221106,
+      "loss": 0.3653,
+      "mlm_loss": 0.3653,
+      "step": 11950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.22,
+      "learning_rate": 0.0004384736180904523,
+      "loss": 0.3683,
+      "mlm_loss": 0.3683,
+      "step": 11960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.23,
+      "learning_rate": 0.00043815954773869346,
+      "loss": 0.3695,
+      "mlm_loss": 0.3695,
+      "step": 11970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.24,
+      "learning_rate": 0.0004378454773869347,
+      "loss": 0.3674,
+      "mlm_loss": 0.3674,
+      "step": 11980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.25,
+      "learning_rate": 0.0004375314070351759,
+      "loss": 0.3621,
+      "mlm_loss": 0.3621,
+      "step": 11990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.26,
+      "learning_rate": 0.00043721733668341715,
+      "loss": 0.3714,
+      "mlm_loss": 0.3714,
+      "step": 12000
+    },
+    {
+      "epoch": 9.26,
+      "eval_ep_loss": -2.6775925159454346,
+      "eval_loss": 0.3442252576351166,
+      "eval_mlm_loss": 0.3442252576351166,
+      "eval_runtime": 60.7149,
+      "eval_samples_per_second": 1150.773,
+      "eval_steps_per_second": 0.576,
+      "step": 12000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.26,
+      "learning_rate": 0.00043690326633165827,
+      "loss": 0.3706,
+      "mlm_loss": 0.3706,
+      "step": 12010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.27,
+      "learning_rate": 0.0004365891959798995,
+      "loss": 0.3642,
+      "mlm_loss": 0.3642,
+      "step": 12020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.28,
+      "learning_rate": 0.0004362751256281407,
+      "loss": 0.3663,
+      "mlm_loss": 0.3663,
+      "step": 12030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.29,
+      "learning_rate": 0.0004359610552763819,
+      "loss": 0.3743,
+      "mlm_loss": 0.3743,
+      "step": 12040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.29,
+      "learning_rate": 0.0004356469849246231,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 12050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.3,
+      "learning_rate": 0.00043533291457286435,
+      "loss": 0.3713,
+      "mlm_loss": 0.3713,
+      "step": 12060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.31,
+      "learning_rate": 0.0004350188442211055,
+      "loss": 0.3684,
+      "mlm_loss": 0.3684,
+      "step": 12070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.32,
+      "learning_rate": 0.00043470477386934675,
+      "loss": 0.3603,
+      "mlm_loss": 0.3603,
+      "step": 12080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.33,
+      "learning_rate": 0.000434390703517588,
+      "loss": 0.3599,
+      "mlm_loss": 0.3599,
+      "step": 12090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.33,
+      "learning_rate": 0.00043407663316582916,
+      "loss": 0.3653,
+      "mlm_loss": 0.3653,
+      "step": 12100
+    },
+    {
+      "epoch": 9.33,
+      "eval_ep_loss": -2.689305543899536,
+      "eval_loss": 0.34572362899780273,
+      "eval_mlm_loss": 0.34572362899780273,
+      "eval_runtime": 60.5622,
+      "eval_samples_per_second": 1153.673,
+      "eval_steps_per_second": 0.578,
+      "step": 12100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.34,
+      "learning_rate": 0.00043376256281407033,
+      "loss": 0.3746,
+      "mlm_loss": 0.3746,
+      "step": 12110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.35,
+      "learning_rate": 0.00043344849246231156,
+      "loss": 0.3707,
+      "mlm_loss": 0.3707,
+      "step": 12120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.36,
+      "learning_rate": 0.0004331344221105528,
+      "loss": 0.375,
+      "mlm_loss": 0.375,
+      "step": 12130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.36,
+      "learning_rate": 0.00043282035175879396,
+      "loss": 0.3675,
+      "mlm_loss": 0.3675,
+      "step": 12140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.37,
+      "learning_rate": 0.0004325062814070352,
+      "loss": 0.3683,
+      "mlm_loss": 0.3683,
+      "step": 12150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.38,
+      "learning_rate": 0.0004321922110552764,
+      "loss": 0.3646,
+      "mlm_loss": 0.3646,
+      "step": 12160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.39,
+      "learning_rate": 0.0004318781407035176,
+      "loss": 0.37,
+      "mlm_loss": 0.37,
+      "step": 12170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.39,
+      "learning_rate": 0.0004315640703517588,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 12180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.4,
+      "learning_rate": 0.00043125000000000005,
+      "loss": 0.364,
+      "mlm_loss": 0.364,
+      "step": 12190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.41,
+      "learning_rate": 0.00043093592964824117,
+      "loss": 0.3639,
+      "mlm_loss": 0.3639,
+      "step": 12200
+    },
+    {
+      "epoch": 9.41,
+      "eval_ep_loss": -2.2502214908599854,
+      "eval_loss": 0.3424089848995209,
+      "eval_mlm_loss": 0.3424089848995209,
+      "eval_runtime": 60.2107,
+      "eval_samples_per_second": 1160.408,
+      "eval_steps_per_second": 0.581,
+      "step": 12200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.42,
+      "learning_rate": 0.0004306218592964824,
+      "loss": 0.3668,
+      "mlm_loss": 0.3668,
+      "step": 12210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.43,
+      "learning_rate": 0.0004303077889447236,
+      "loss": 0.3643,
+      "mlm_loss": 0.3643,
+      "step": 12220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.43,
+      "learning_rate": 0.0004299937185929648,
+      "loss": 0.3682,
+      "mlm_loss": 0.3682,
+      "step": 12230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.44,
+      "learning_rate": 0.00042971105527638193,
+      "loss": 0.3682,
+      "mlm_loss": 0.3682,
+      "step": 12240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.45,
+      "learning_rate": 0.00042939698492462316,
+      "loss": 0.3663,
+      "mlm_loss": 0.3663,
+      "step": 12250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.46,
+      "learning_rate": 0.0004291143216080402,
+      "loss": 0.3633,
+      "mlm_loss": 0.3633,
+      "step": 12260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.46,
+      "learning_rate": 0.0004288002512562814,
+      "loss": 0.3657,
+      "mlm_loss": 0.3657,
+      "step": 12270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.47,
+      "learning_rate": 0.00042848618090452265,
+      "loss": 0.3608,
+      "mlm_loss": 0.3608,
+      "step": 12280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.48,
+      "learning_rate": 0.0004281721105527638,
+      "loss": 0.3674,
+      "mlm_loss": 0.3674,
+      "step": 12290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.49,
+      "learning_rate": 0.00042785804020100505,
+      "loss": 0.3701,
+      "mlm_loss": 0.3701,
+      "step": 12300
+    },
+    {
+      "epoch": 9.49,
+      "eval_ep_loss": -2.4860949516296387,
+      "eval_loss": 0.34168559312820435,
+      "eval_mlm_loss": 0.34168559312820435,
+      "eval_runtime": 60.0999,
+      "eval_samples_per_second": 1162.548,
+      "eval_steps_per_second": 0.582,
+      "step": 12300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.49,
+      "learning_rate": 0.0004275439698492463,
+      "loss": 0.3626,
+      "mlm_loss": 0.3626,
+      "step": 12310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.5,
+      "learning_rate": 0.00042722989949748745,
+      "loss": 0.3667,
+      "mlm_loss": 0.3667,
+      "step": 12320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.51,
+      "learning_rate": 0.0004269158291457286,
+      "loss": 0.3564,
+      "mlm_loss": 0.3564,
+      "step": 12330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.52,
+      "learning_rate": 0.00042660175879396985,
+      "loss": 0.3653,
+      "mlm_loss": 0.3653,
+      "step": 12340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.53,
+      "learning_rate": 0.00042628768844221103,
+      "loss": 0.3696,
+      "mlm_loss": 0.3696,
+      "step": 12350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.53,
+      "learning_rate": 0.00042597361809045226,
+      "loss": 0.3653,
+      "mlm_loss": 0.3653,
+      "step": 12360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.54,
+      "learning_rate": 0.0004256595477386935,
+      "loss": 0.3645,
+      "mlm_loss": 0.3645,
+      "step": 12370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.55,
+      "learning_rate": 0.0004253454773869347,
+      "loss": 0.368,
+      "mlm_loss": 0.368,
+      "step": 12380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.56,
+      "learning_rate": 0.0004250314070351759,
+      "loss": 0.3637,
+      "mlm_loss": 0.3637,
+      "step": 12390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.56,
+      "learning_rate": 0.0004247173366834171,
+      "loss": 0.3694,
+      "mlm_loss": 0.3694,
+      "step": 12400
+    },
+    {
+      "epoch": 9.56,
+      "eval_ep_loss": -2.249842405319214,
+      "eval_loss": 0.3413134813308716,
+      "eval_mlm_loss": 0.3413134813308716,
+      "eval_runtime": 60.5795,
+      "eval_samples_per_second": 1153.344,
+      "eval_steps_per_second": 0.578,
+      "step": 12400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.57,
+      "learning_rate": 0.00042440326633165834,
+      "loss": 0.3612,
+      "mlm_loss": 0.3612,
+      "step": 12410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.58,
+      "learning_rate": 0.0004240891959798995,
+      "loss": 0.3594,
+      "mlm_loss": 0.3594,
+      "step": 12420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.59,
+      "learning_rate": 0.0004237751256281407,
+      "loss": 0.3705,
+      "mlm_loss": 0.3705,
+      "step": 12430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.6,
+      "learning_rate": 0.0004234610552763819,
+      "loss": 0.3608,
+      "mlm_loss": 0.3608,
+      "step": 12440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.6,
+      "learning_rate": 0.0004231469849246231,
+      "loss": 0.3611,
+      "mlm_loss": 0.3611,
+      "step": 12450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.61,
+      "learning_rate": 0.0004228329145728643,
+      "loss": 0.3615,
+      "mlm_loss": 0.3615,
+      "step": 12460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.62,
+      "learning_rate": 0.00042251884422110555,
+      "loss": 0.3641,
+      "mlm_loss": 0.3641,
+      "step": 12470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.63,
+      "learning_rate": 0.0004222047738693467,
+      "loss": 0.3664,
+      "mlm_loss": 0.3664,
+      "step": 12480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.63,
+      "learning_rate": 0.00042189070351758795,
+      "loss": 0.3612,
+      "mlm_loss": 0.3612,
+      "step": 12490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.64,
+      "learning_rate": 0.0004215766331658292,
+      "loss": 0.37,
+      "mlm_loss": 0.37,
+      "step": 12500
+    },
+    {
+      "epoch": 9.64,
+      "eval_ep_loss": -2.4926164150238037,
+      "eval_loss": 0.3400452435016632,
+      "eval_mlm_loss": 0.3400452435016632,
+      "eval_runtime": 62.1559,
+      "eval_samples_per_second": 1124.093,
+      "eval_steps_per_second": 0.563,
+      "step": 12500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.65,
+      "learning_rate": 0.0004212625628140704,
+      "loss": 0.3693,
+      "mlm_loss": 0.3693,
+      "step": 12510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.66,
+      "learning_rate": 0.0004209484924623116,
+      "loss": 0.3623,
+      "mlm_loss": 0.3623,
+      "step": 12520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.66,
+      "learning_rate": 0.00042063442211055275,
+      "loss": 0.3637,
+      "mlm_loss": 0.3637,
+      "step": 12530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.67,
+      "learning_rate": 0.000420320351758794,
+      "loss": 0.363,
+      "mlm_loss": 0.363,
+      "step": 12540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.68,
+      "learning_rate": 0.00042000628140703516,
+      "loss": 0.355,
+      "mlm_loss": 0.355,
+      "step": 12550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.69,
+      "learning_rate": 0.0004196922110552764,
+      "loss": 0.3651,
+      "mlm_loss": 0.3651,
+      "step": 12560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.7,
+      "learning_rate": 0.0004193781407035176,
+      "loss": 0.3593,
+      "mlm_loss": 0.3593,
+      "step": 12570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.7,
+      "learning_rate": 0.0004190640703517588,
+      "loss": 0.3591,
+      "mlm_loss": 0.3591,
+      "step": 12580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.71,
+      "learning_rate": 0.00041875,
+      "loss": 0.3585,
+      "mlm_loss": 0.3585,
+      "step": 12590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.72,
+      "learning_rate": 0.00041843592964824124,
+      "loss": 0.3618,
+      "mlm_loss": 0.3618,
+      "step": 12600
+    },
+    {
+      "epoch": 9.72,
+      "eval_ep_loss": -2.574556827545166,
+      "eval_loss": 0.33879169821739197,
+      "eval_mlm_loss": 0.33879169821739197,
+      "eval_runtime": 60.5312,
+      "eval_samples_per_second": 1154.265,
+      "eval_steps_per_second": 0.578,
+      "step": 12600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.73,
+      "learning_rate": 0.0004181218592964824,
+      "loss": 0.3587,
+      "mlm_loss": 0.3587,
+      "step": 12610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.73,
+      "learning_rate": 0.0004178077889447236,
+      "loss": 0.3668,
+      "mlm_loss": 0.3668,
+      "step": 12620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.74,
+      "learning_rate": 0.0004174937185929648,
+      "loss": 0.3616,
+      "mlm_loss": 0.3616,
+      "step": 12630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.75,
+      "learning_rate": 0.00041717964824120605,
+      "loss": 0.3626,
+      "mlm_loss": 0.3626,
+      "step": 12640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.76,
+      "learning_rate": 0.0004168655778894472,
+      "loss": 0.3514,
+      "mlm_loss": 0.3514,
+      "step": 12650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.76,
+      "learning_rate": 0.00041655150753768845,
+      "loss": 0.3605,
+      "mlm_loss": 0.3605,
+      "step": 12660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.77,
+      "learning_rate": 0.0004162374371859297,
+      "loss": 0.3591,
+      "mlm_loss": 0.3591,
+      "step": 12670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.78,
+      "learning_rate": 0.00041592336683417085,
+      "loss": 0.3642,
+      "mlm_loss": 0.3642,
+      "step": 12680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.79,
+      "learning_rate": 0.0004156092964824121,
+      "loss": 0.3683,
+      "mlm_loss": 0.3683,
+      "step": 12690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.8,
+      "learning_rate": 0.0004152952261306533,
+      "loss": 0.3614,
+      "mlm_loss": 0.3614,
+      "step": 12700
+    },
+    {
+      "epoch": 9.8,
+      "eval_ep_loss": -2.610844135284424,
+      "eval_loss": 0.33695146441459656,
+      "eval_mlm_loss": 0.33695146441459656,
+      "eval_runtime": 59.2376,
+      "eval_samples_per_second": 1179.471,
+      "eval_steps_per_second": 0.591,
+      "step": 12700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.8,
+      "learning_rate": 0.0004149811557788945,
+      "loss": 0.3551,
+      "mlm_loss": 0.3551,
+      "step": 12710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.81,
+      "learning_rate": 0.00041466708542713565,
+      "loss": 0.357,
+      "mlm_loss": 0.357,
+      "step": 12720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.82,
+      "learning_rate": 0.0004143530150753769,
+      "loss": 0.3631,
+      "mlm_loss": 0.3631,
+      "step": 12730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.83,
+      "learning_rate": 0.00041403894472361806,
+      "loss": 0.3603,
+      "mlm_loss": 0.3603,
+      "step": 12740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.83,
+      "learning_rate": 0.0004137248743718593,
+      "loss": 0.3624,
+      "mlm_loss": 0.3624,
+      "step": 12750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.84,
+      "learning_rate": 0.0004134108040201005,
+      "loss": 0.3619,
+      "mlm_loss": 0.3619,
+      "step": 12760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.85,
+      "learning_rate": 0.00041309673366834174,
+      "loss": 0.3623,
+      "mlm_loss": 0.3623,
+      "step": 12770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.86,
+      "learning_rate": 0.0004127826633165829,
+      "loss": 0.3615,
+      "mlm_loss": 0.3615,
+      "step": 12780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.87,
+      "learning_rate": 0.00041246859296482414,
+      "loss": 0.3569,
+      "mlm_loss": 0.3569,
+      "step": 12790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.87,
+      "learning_rate": 0.00041215452261306537,
+      "loss": 0.3561,
+      "mlm_loss": 0.3561,
+      "step": 12800
+    },
+    {
+      "epoch": 9.87,
+      "eval_ep_loss": -2.4833860397338867,
+      "eval_loss": 0.3353259861469269,
+      "eval_mlm_loss": 0.3353259861469269,
+      "eval_runtime": 59.1455,
+      "eval_samples_per_second": 1181.307,
+      "eval_steps_per_second": 0.592,
+      "step": 12800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.88,
+      "learning_rate": 0.00041184045226130654,
+      "loss": 0.362,
+      "mlm_loss": 0.362,
+      "step": 12810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.89,
+      "learning_rate": 0.0004115263819095477,
+      "loss": 0.3589,
+      "mlm_loss": 0.3589,
+      "step": 12820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.9,
+      "learning_rate": 0.00041121231155778895,
+      "loss": 0.3614,
+      "mlm_loss": 0.3614,
+      "step": 12830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.9,
+      "learning_rate": 0.0004108982412060301,
+      "loss": 0.3534,
+      "mlm_loss": 0.3534,
+      "step": 12840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.91,
+      "learning_rate": 0.00041058417085427135,
+      "loss": 0.36,
+      "mlm_loss": 0.36,
+      "step": 12850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.92,
+      "learning_rate": 0.0004102701005025126,
+      "loss": 0.3579,
+      "mlm_loss": 0.3579,
+      "step": 12860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.93,
+      "learning_rate": 0.0004099560301507538,
+      "loss": 0.358,
+      "mlm_loss": 0.358,
+      "step": 12870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.93,
+      "learning_rate": 0.000409641959798995,
+      "loss": 0.3568,
+      "mlm_loss": 0.3568,
+      "step": 12880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.94,
+      "learning_rate": 0.0004093278894472362,
+      "loss": 0.3596,
+      "mlm_loss": 0.3596,
+      "step": 12890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.95,
+      "learning_rate": 0.00040901381909547743,
+      "loss": 0.356,
+      "mlm_loss": 0.356,
+      "step": 12900
+    },
+    {
+      "epoch": 9.95,
+      "eval_ep_loss": -2.3914308547973633,
+      "eval_loss": 0.33489990234375,
+      "eval_mlm_loss": 0.33489990234375,
+      "eval_runtime": 60.1749,
+      "eval_samples_per_second": 1161.099,
+      "eval_steps_per_second": 0.582,
+      "step": 12900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.96,
+      "learning_rate": 0.0004086997487437186,
+      "loss": 0.3613,
+      "mlm_loss": 0.3613,
+      "step": 12910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.97,
+      "learning_rate": 0.0004083856783919598,
+      "loss": 0.3561,
+      "mlm_loss": 0.3561,
+      "step": 12920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.97,
+      "learning_rate": 0.000408071608040201,
+      "loss": 0.354,
+      "mlm_loss": 0.354,
+      "step": 12930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.98,
+      "learning_rate": 0.0004077575376884422,
+      "loss": 0.36,
+      "mlm_loss": 0.36,
+      "step": 12940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 9.99,
+      "learning_rate": 0.0004074434673366834,
+      "loss": 0.3583,
+      "mlm_loss": 0.3583,
+      "step": 12950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.0,
+      "learning_rate": 0.00040712939698492464,
+      "loss": 0.3608,
+      "mlm_loss": 0.3608,
+      "step": 12960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.0,
+      "learning_rate": 0.0004068153266331658,
+      "loss": 0.3596,
+      "mlm_loss": 0.3596,
+      "step": 12970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.01,
+      "learning_rate": 0.00040650125628140704,
+      "loss": 0.3559,
+      "mlm_loss": 0.3559,
+      "step": 12980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.02,
+      "learning_rate": 0.00040618718592964827,
+      "loss": 0.3582,
+      "mlm_loss": 0.3582,
+      "step": 12990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.03,
+      "learning_rate": 0.0004058731155778895,
+      "loss": 0.3516,
+      "mlm_loss": 0.3516,
+      "step": 13000
+    },
+    {
+      "epoch": 10.03,
+      "eval_ep_loss": -2.4109866619110107,
+      "eval_loss": 0.3338833749294281,
+      "eval_mlm_loss": 0.3338833749294281,
+      "eval_runtime": 59.7838,
+      "eval_samples_per_second": 1168.695,
+      "eval_steps_per_second": 0.585,
+      "step": 13000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.03,
+      "learning_rate": 0.00040555904522613067,
+      "loss": 0.3513,
+      "mlm_loss": 0.3513,
+      "step": 13010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.04,
+      "learning_rate": 0.00040524497487437185,
+      "loss": 0.3533,
+      "mlm_loss": 0.3533,
+      "step": 13020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.05,
+      "learning_rate": 0.0004049309045226131,
+      "loss": 0.3529,
+      "mlm_loss": 0.3529,
+      "step": 13030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.06,
+      "learning_rate": 0.00040461683417085425,
+      "loss": 0.3555,
+      "mlm_loss": 0.3555,
+      "step": 13040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.07,
+      "learning_rate": 0.0004043027638190955,
+      "loss": 0.3552,
+      "mlm_loss": 0.3552,
+      "step": 13050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.07,
+      "learning_rate": 0.0004039886934673367,
+      "loss": 0.3498,
+      "mlm_loss": 0.3498,
+      "step": 13060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.08,
+      "learning_rate": 0.0004036746231155779,
+      "loss": 0.3553,
+      "mlm_loss": 0.3553,
+      "step": 13070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.09,
+      "learning_rate": 0.0004033605527638191,
+      "loss": 0.3486,
+      "mlm_loss": 0.3486,
+      "step": 13080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.1,
+      "learning_rate": 0.00040304648241206033,
+      "loss": 0.3455,
+      "mlm_loss": 0.3455,
+      "step": 13090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.1,
+      "learning_rate": 0.0004027324120603015,
+      "loss": 0.358,
+      "mlm_loss": 0.358,
+      "step": 13100
+    },
+    {
+      "epoch": 10.1,
+      "eval_ep_loss": -2.4457526206970215,
+      "eval_loss": 0.33316919207572937,
+      "eval_mlm_loss": 0.33316919207572937,
+      "eval_runtime": 61.6405,
+      "eval_samples_per_second": 1133.492,
+      "eval_steps_per_second": 0.568,
+      "step": 13100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.11,
+      "learning_rate": 0.00040241834170854274,
+      "loss": 0.3521,
+      "mlm_loss": 0.3521,
+      "step": 13110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.12,
+      "learning_rate": 0.0004021042713567839,
+      "loss": 0.3618,
+      "mlm_loss": 0.3618,
+      "step": 13120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.13,
+      "learning_rate": 0.00040179020100502514,
+      "loss": 0.3608,
+      "mlm_loss": 0.3608,
+      "step": 13130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.13,
+      "learning_rate": 0.0004014761306532663,
+      "loss": 0.3554,
+      "mlm_loss": 0.3554,
+      "step": 13140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.14,
+      "learning_rate": 0.00040116206030150754,
+      "loss": 0.3554,
+      "mlm_loss": 0.3554,
+      "step": 13150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.15,
+      "learning_rate": 0.00040084798994974877,
+      "loss": 0.3482,
+      "mlm_loss": 0.3482,
+      "step": 13160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.16,
+      "learning_rate": 0.00040053391959798994,
+      "loss": 0.3577,
+      "mlm_loss": 0.3577,
+      "step": 13170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.17,
+      "learning_rate": 0.00040021984924623117,
+      "loss": 0.3448,
+      "mlm_loss": 0.3448,
+      "step": 13180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.17,
+      "learning_rate": 0.0003999057788944724,
+      "loss": 0.3488,
+      "mlm_loss": 0.3488,
+      "step": 13190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.18,
+      "learning_rate": 0.00039959170854271357,
+      "loss": 0.3552,
+      "mlm_loss": 0.3552,
+      "step": 13200
+    },
+    {
+      "epoch": 10.18,
+      "eval_ep_loss": -2.5752882957458496,
+      "eval_loss": 0.33142197132110596,
+      "eval_mlm_loss": 0.33142197132110596,
+      "eval_runtime": 58.9677,
+      "eval_samples_per_second": 1184.87,
+      "eval_steps_per_second": 0.594,
+      "step": 13200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.19,
+      "learning_rate": 0.0003992776381909548,
+      "loss": 0.3443,
+      "mlm_loss": 0.3443,
+      "step": 13210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.2,
+      "learning_rate": 0.000398963567839196,
+      "loss": 0.3487,
+      "mlm_loss": 0.3487,
+      "step": 13220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.2,
+      "learning_rate": 0.00039864949748743715,
+      "loss": 0.3517,
+      "mlm_loss": 0.3517,
+      "step": 13230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.21,
+      "learning_rate": 0.0003983354271356784,
+      "loss": 0.3544,
+      "mlm_loss": 0.3544,
+      "step": 13240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.22,
+      "learning_rate": 0.0003980213567839196,
+      "loss": 0.355,
+      "mlm_loss": 0.355,
+      "step": 13250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.23,
+      "learning_rate": 0.00039770728643216083,
+      "loss": 0.3467,
+      "mlm_loss": 0.3467,
+      "step": 13260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.24,
+      "learning_rate": 0.000397393216080402,
+      "loss": 0.355,
+      "mlm_loss": 0.355,
+      "step": 13270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.24,
+      "learning_rate": 0.00039707914572864323,
+      "loss": 0.3498,
+      "mlm_loss": 0.3498,
+      "step": 13280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.25,
+      "learning_rate": 0.00039676507537688446,
+      "loss": 0.3507,
+      "mlm_loss": 0.3507,
+      "step": 13290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.26,
+      "learning_rate": 0.00039645100502512564,
+      "loss": 0.3515,
+      "mlm_loss": 0.3515,
+      "step": 13300
+    },
+    {
+      "epoch": 10.26,
+      "eval_ep_loss": -2.6309657096862793,
+      "eval_loss": 0.3306918740272522,
+      "eval_mlm_loss": 0.3306918740272522,
+      "eval_runtime": 60.495,
+      "eval_samples_per_second": 1154.954,
+      "eval_steps_per_second": 0.579,
+      "step": 13300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.27,
+      "learning_rate": 0.00039613693467336686,
+      "loss": 0.3476,
+      "mlm_loss": 0.3476,
+      "step": 13310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.27,
+      "learning_rate": 0.00039582286432160804,
+      "loss": 0.3522,
+      "mlm_loss": 0.3522,
+      "step": 13320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.28,
+      "learning_rate": 0.0003955087939698492,
+      "loss": 0.3492,
+      "mlm_loss": 0.3492,
+      "step": 13330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.29,
+      "learning_rate": 0.00039519472361809044,
+      "loss": 0.3475,
+      "mlm_loss": 0.3475,
+      "step": 13340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.3,
+      "learning_rate": 0.00039488065326633167,
+      "loss": 0.3513,
+      "mlm_loss": 0.3513,
+      "step": 13350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.3,
+      "learning_rate": 0.00039456658291457284,
+      "loss": 0.3504,
+      "mlm_loss": 0.3504,
+      "step": 13360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.31,
+      "learning_rate": 0.00039425251256281407,
+      "loss": 0.3467,
+      "mlm_loss": 0.3467,
+      "step": 13370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.32,
+      "learning_rate": 0.0003939384422110553,
+      "loss": 0.3485,
+      "mlm_loss": 0.3485,
+      "step": 13380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.33,
+      "learning_rate": 0.0003936243718592965,
+      "loss": 0.354,
+      "mlm_loss": 0.354,
+      "step": 13390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.34,
+      "learning_rate": 0.0003933103015075377,
+      "loss": 0.3577,
+      "mlm_loss": 0.3577,
+      "step": 13400
+    },
+    {
+      "epoch": 10.34,
+      "eval_ep_loss": -2.679708957672119,
+      "eval_loss": 0.3291432559490204,
+      "eval_mlm_loss": 0.3291432559490204,
+      "eval_runtime": 59.1321,
+      "eval_samples_per_second": 1181.575,
+      "eval_steps_per_second": 0.592,
+      "step": 13400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.34,
+      "learning_rate": 0.00039299623115577893,
+      "loss": 0.3521,
+      "mlm_loss": 0.3521,
+      "step": 13410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.35,
+      "learning_rate": 0.0003926821608040201,
+      "loss": 0.3495,
+      "mlm_loss": 0.3495,
+      "step": 13420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.36,
+      "learning_rate": 0.0003923680904522613,
+      "loss": 0.3464,
+      "mlm_loss": 0.3464,
+      "step": 13430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.37,
+      "learning_rate": 0.0003920540201005025,
+      "loss": 0.3493,
+      "mlm_loss": 0.3493,
+      "step": 13440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.37,
+      "learning_rate": 0.00039173994974874373,
+      "loss": 0.351,
+      "mlm_loss": 0.351,
+      "step": 13450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.38,
+      "learning_rate": 0.0003914258793969849,
+      "loss": 0.3526,
+      "mlm_loss": 0.3526,
+      "step": 13460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.39,
+      "learning_rate": 0.00039111180904522613,
+      "loss": 0.3517,
+      "mlm_loss": 0.3517,
+      "step": 13470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.4,
+      "learning_rate": 0.00039079773869346736,
+      "loss": 0.3541,
+      "mlm_loss": 0.3541,
+      "step": 13480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.4,
+      "learning_rate": 0.0003904836683417086,
+      "loss": 0.35,
+      "mlm_loss": 0.35,
+      "step": 13490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.41,
+      "learning_rate": 0.00039016959798994976,
+      "loss": 0.3543,
+      "mlm_loss": 0.3543,
+      "step": 13500
+    },
+    {
+      "epoch": 10.41,
+      "eval_ep_loss": -2.5294482707977295,
+      "eval_loss": 0.3268160820007324,
+      "eval_mlm_loss": 0.3268160820007324,
+      "eval_runtime": 59.814,
+      "eval_samples_per_second": 1168.105,
+      "eval_steps_per_second": 0.585,
+      "step": 13500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.42,
+      "learning_rate": 0.000389855527638191,
+      "loss": 0.3521,
+      "mlm_loss": 0.3521,
+      "step": 13510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.43,
+      "learning_rate": 0.00038954145728643217,
+      "loss": 0.3447,
+      "mlm_loss": 0.3447,
+      "step": 13520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.44,
+      "learning_rate": 0.00038922738693467334,
+      "loss": 0.3547,
+      "mlm_loss": 0.3547,
+      "step": 13530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.44,
+      "learning_rate": 0.00038891331658291457,
+      "loss": 0.3457,
+      "mlm_loss": 0.3457,
+      "step": 13540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.45,
+      "learning_rate": 0.0003885992462311558,
+      "loss": 0.3451,
+      "mlm_loss": 0.3451,
+      "step": 13550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.46,
+      "learning_rate": 0.00038828517587939697,
+      "loss": 0.3447,
+      "mlm_loss": 0.3447,
+      "step": 13560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.47,
+      "learning_rate": 0.0003879711055276382,
+      "loss": 0.3483,
+      "mlm_loss": 0.3483,
+      "step": 13570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.47,
+      "learning_rate": 0.0003876570351758794,
+      "loss": 0.3505,
+      "mlm_loss": 0.3505,
+      "step": 13580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.48,
+      "learning_rate": 0.0003873429648241206,
+      "loss": 0.3502,
+      "mlm_loss": 0.3502,
+      "step": 13590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.49,
+      "learning_rate": 0.00038702889447236183,
+      "loss": 0.3503,
+      "mlm_loss": 0.3503,
+      "step": 13600
+    },
+    {
+      "epoch": 10.49,
+      "eval_ep_loss": -2.7712888717651367,
+      "eval_loss": 0.32662275433540344,
+      "eval_mlm_loss": 0.32662275433540344,
+      "eval_runtime": 64.1344,
+      "eval_samples_per_second": 1089.415,
+      "eval_steps_per_second": 0.546,
+      "step": 13600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.5,
+      "learning_rate": 0.00038671482412060306,
+      "loss": 0.3536,
+      "mlm_loss": 0.3536,
+      "step": 13610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.51,
+      "learning_rate": 0.00038640075376884423,
+      "loss": 0.3567,
+      "mlm_loss": 0.3567,
+      "step": 13620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.51,
+      "learning_rate": 0.0003860866834170854,
+      "loss": 0.3498,
+      "mlm_loss": 0.3498,
+      "step": 13630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.52,
+      "learning_rate": 0.00038577261306532663,
+      "loss": 0.3519,
+      "mlm_loss": 0.3519,
+      "step": 13640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.53,
+      "learning_rate": 0.00038545854271356786,
+      "loss": 0.3476,
+      "mlm_loss": 0.3476,
+      "step": 13650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.54,
+      "learning_rate": 0.00038514447236180903,
+      "loss": 0.346,
+      "mlm_loss": 0.346,
+      "step": 13660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.54,
+      "learning_rate": 0.00038483040201005026,
+      "loss": 0.3508,
+      "mlm_loss": 0.3508,
+      "step": 13670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.55,
+      "learning_rate": 0.0003845163316582915,
+      "loss": 0.3532,
+      "mlm_loss": 0.3532,
+      "step": 13680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.56,
+      "learning_rate": 0.00038420226130653266,
+      "loss": 0.3449,
+      "mlm_loss": 0.3449,
+      "step": 13690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.57,
+      "learning_rate": 0.0003838881909547739,
+      "loss": 0.3521,
+      "mlm_loss": 0.3521,
+      "step": 13700
+    },
+    {
+      "epoch": 10.57,
+      "eval_ep_loss": -2.5600945949554443,
+      "eval_loss": 0.3279613256454468,
+      "eval_mlm_loss": 0.3279613256454468,
+      "eval_runtime": 60.8337,
+      "eval_samples_per_second": 1148.524,
+      "eval_steps_per_second": 0.575,
+      "step": 13700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.57,
+      "learning_rate": 0.0003835741206030151,
+      "loss": 0.3462,
+      "mlm_loss": 0.3462,
+      "step": 13710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.58,
+      "learning_rate": 0.00038326005025125624,
+      "loss": 0.347,
+      "mlm_loss": 0.347,
+      "step": 13720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.59,
+      "learning_rate": 0.00038294597989949747,
+      "loss": 0.3462,
+      "mlm_loss": 0.3462,
+      "step": 13730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.6,
+      "learning_rate": 0.0003826319095477387,
+      "loss": 0.3408,
+      "mlm_loss": 0.3408,
+      "step": 13740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.61,
+      "learning_rate": 0.0003823178391959799,
+      "loss": 0.3471,
+      "mlm_loss": 0.3471,
+      "step": 13750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.61,
+      "learning_rate": 0.0003820037688442211,
+      "loss": 0.3467,
+      "mlm_loss": 0.3467,
+      "step": 13760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.62,
+      "learning_rate": 0.0003816896984924623,
+      "loss": 0.3482,
+      "mlm_loss": 0.3482,
+      "step": 13770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.63,
+      "learning_rate": 0.00038137562814070355,
+      "loss": 0.3454,
+      "mlm_loss": 0.3454,
+      "step": 13780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.64,
+      "learning_rate": 0.00038106155778894473,
+      "loss": 0.346,
+      "mlm_loss": 0.346,
+      "step": 13790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.64,
+      "learning_rate": 0.00038074748743718596,
+      "loss": 0.3461,
+      "mlm_loss": 0.3461,
+      "step": 13800
+    },
+    {
+      "epoch": 10.64,
+      "eval_ep_loss": -2.976186990737915,
+      "eval_loss": 0.32481658458709717,
+      "eval_mlm_loss": 0.32481658458709717,
+      "eval_runtime": 61.249,
+      "eval_samples_per_second": 1140.737,
+      "eval_steps_per_second": 0.571,
+      "step": 13800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.65,
+      "learning_rate": 0.0003804334170854272,
+      "loss": 0.3478,
+      "mlm_loss": 0.3478,
+      "step": 13810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.66,
+      "learning_rate": 0.0003801193467336683,
+      "loss": 0.3474,
+      "mlm_loss": 0.3474,
+      "step": 13820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.67,
+      "learning_rate": 0.00037980527638190953,
+      "loss": 0.3453,
+      "mlm_loss": 0.3453,
+      "step": 13830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.67,
+      "learning_rate": 0.00037949120603015076,
+      "loss": 0.3503,
+      "mlm_loss": 0.3503,
+      "step": 13840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.68,
+      "learning_rate": 0.00037917713567839193,
+      "loss": 0.3491,
+      "mlm_loss": 0.3491,
+      "step": 13850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.69,
+      "learning_rate": 0.00037886306532663316,
+      "loss": 0.3401,
+      "mlm_loss": 0.3401,
+      "step": 13860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.7,
+      "learning_rate": 0.0003785489949748744,
+      "loss": 0.3489,
+      "mlm_loss": 0.3489,
+      "step": 13870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.71,
+      "learning_rate": 0.0003782349246231156,
+      "loss": 0.3413,
+      "mlm_loss": 0.3413,
+      "step": 13880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.71,
+      "learning_rate": 0.0003779208542713568,
+      "loss": 0.3412,
+      "mlm_loss": 0.3412,
+      "step": 13890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.72,
+      "learning_rate": 0.000377606783919598,
+      "loss": 0.3491,
+      "mlm_loss": 0.3491,
+      "step": 13900
+    },
+    {
+      "epoch": 10.72,
+      "eval_ep_loss": -2.670948028564453,
+      "eval_loss": 0.3239390552043915,
+      "eval_mlm_loss": 0.3239390552043915,
+      "eval_runtime": 60.785,
+      "eval_samples_per_second": 1149.445,
+      "eval_steps_per_second": 0.576,
+      "step": 13900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.73,
+      "learning_rate": 0.00037729271356783925,
+      "loss": 0.3422,
+      "mlm_loss": 0.3422,
+      "step": 13910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.74,
+      "learning_rate": 0.00037697864321608037,
+      "loss": 0.3479,
+      "mlm_loss": 0.3479,
+      "step": 13920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.74,
+      "learning_rate": 0.0003766645728643216,
+      "loss": 0.3471,
+      "mlm_loss": 0.3471,
+      "step": 13930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.75,
+      "learning_rate": 0.0003763505025125628,
+      "loss": 0.3511,
+      "mlm_loss": 0.3511,
+      "step": 13940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.76,
+      "learning_rate": 0.000376036432160804,
+      "loss": 0.3424,
+      "mlm_loss": 0.3424,
+      "step": 13950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.77,
+      "learning_rate": 0.0003757223618090452,
+      "loss": 0.3419,
+      "mlm_loss": 0.3419,
+      "step": 13960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.78,
+      "learning_rate": 0.00037540829145728645,
+      "loss": 0.3452,
+      "mlm_loss": 0.3452,
+      "step": 13970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.78,
+      "learning_rate": 0.00037509422110552763,
+      "loss": 0.3401,
+      "mlm_loss": 0.3401,
+      "step": 13980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.79,
+      "learning_rate": 0.00037478015075376886,
+      "loss": 0.3441,
+      "mlm_loss": 0.3441,
+      "step": 13990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.8,
+      "learning_rate": 0.0003744660804020101,
+      "loss": 0.3429,
+      "mlm_loss": 0.3429,
+      "step": 14000
+    },
+    {
+      "epoch": 10.8,
+      "eval_ep_loss": -2.6834776401519775,
+      "eval_loss": 0.32337966561317444,
+      "eval_mlm_loss": 0.32337966561317444,
+      "eval_runtime": 59.4747,
+      "eval_samples_per_second": 1174.769,
+      "eval_steps_per_second": 0.588,
+      "step": 14000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.81,
+      "learning_rate": 0.0003741520100502513,
+      "loss": 0.3444,
+      "mlm_loss": 0.3444,
+      "step": 14010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.81,
+      "learning_rate": 0.00037383793969849243,
+      "loss": 0.3438,
+      "mlm_loss": 0.3438,
+      "step": 14020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.82,
+      "learning_rate": 0.00037352386934673366,
+      "loss": 0.3463,
+      "mlm_loss": 0.3463,
+      "step": 14030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.83,
+      "learning_rate": 0.0003732097989949749,
+      "loss": 0.3467,
+      "mlm_loss": 0.3467,
+      "step": 14040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.84,
+      "learning_rate": 0.00037289572864321606,
+      "loss": 0.3398,
+      "mlm_loss": 0.3398,
+      "step": 14050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.84,
+      "learning_rate": 0.0003725816582914573,
+      "loss": 0.3447,
+      "mlm_loss": 0.3447,
+      "step": 14060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.85,
+      "learning_rate": 0.0003722675879396985,
+      "loss": 0.3398,
+      "mlm_loss": 0.3398,
+      "step": 14070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.86,
+      "learning_rate": 0.0003719535175879397,
+      "loss": 0.3466,
+      "mlm_loss": 0.3466,
+      "step": 14080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.87,
+      "learning_rate": 0.0003716394472361809,
+      "loss": 0.3428,
+      "mlm_loss": 0.3428,
+      "step": 14090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.88,
+      "learning_rate": 0.00037132537688442215,
+      "loss": 0.3445,
+      "mlm_loss": 0.3445,
+      "step": 14100
+    },
+    {
+      "epoch": 10.88,
+      "eval_ep_loss": -2.466320037841797,
+      "eval_loss": 0.3204542398452759,
+      "eval_mlm_loss": 0.3204542398452759,
+      "eval_runtime": 59.2997,
+      "eval_samples_per_second": 1178.236,
+      "eval_steps_per_second": 0.59,
+      "step": 14100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.88,
+      "learning_rate": 0.0003710113065326634,
+      "loss": 0.3426,
+      "mlm_loss": 0.3426,
+      "step": 14110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.89,
+      "learning_rate": 0.0003706972361809045,
+      "loss": 0.3403,
+      "mlm_loss": 0.3403,
+      "step": 14120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.9,
+      "learning_rate": 0.0003703831658291457,
+      "loss": 0.3383,
+      "mlm_loss": 0.3383,
+      "step": 14130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.91,
+      "learning_rate": 0.00037006909547738695,
+      "loss": 0.3497,
+      "mlm_loss": 0.3497,
+      "step": 14140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.91,
+      "learning_rate": 0.0003697550251256281,
+      "loss": 0.349,
+      "mlm_loss": 0.349,
+      "step": 14150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.92,
+      "learning_rate": 0.00036944095477386935,
+      "loss": 0.3449,
+      "mlm_loss": 0.3449,
+      "step": 14160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.93,
+      "learning_rate": 0.0003691268844221106,
+      "loss": 0.3487,
+      "mlm_loss": 0.3487,
+      "step": 14170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.94,
+      "learning_rate": 0.00036881281407035176,
+      "loss": 0.344,
+      "mlm_loss": 0.344,
+      "step": 14180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.94,
+      "learning_rate": 0.000368498743718593,
+      "loss": 0.3358,
+      "mlm_loss": 0.3358,
+      "step": 14190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.95,
+      "learning_rate": 0.0003681846733668342,
+      "loss": 0.3406,
+      "mlm_loss": 0.3406,
+      "step": 14200
+    },
+    {
+      "epoch": 10.95,
+      "eval_ep_loss": -2.3429927825927734,
+      "eval_loss": 0.32197174429893494,
+      "eval_mlm_loss": 0.32197174429893494,
+      "eval_runtime": 63.3682,
+      "eval_samples_per_second": 1102.588,
+      "eval_steps_per_second": 0.552,
+      "step": 14200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.96,
+      "learning_rate": 0.0003678706030150754,
+      "loss": 0.3403,
+      "mlm_loss": 0.3403,
+      "step": 14210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.97,
+      "learning_rate": 0.00036755653266331656,
+      "loss": 0.3388,
+      "mlm_loss": 0.3388,
+      "step": 14220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.98,
+      "learning_rate": 0.0003672424623115578,
+      "loss": 0.3426,
+      "mlm_loss": 0.3426,
+      "step": 14230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.98,
+      "learning_rate": 0.000366928391959799,
+      "loss": 0.3417,
+      "mlm_loss": 0.3417,
+      "step": 14240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 10.99,
+      "learning_rate": 0.0003666143216080402,
+      "loss": 0.3383,
+      "mlm_loss": 0.3383,
+      "step": 14250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.0,
+      "learning_rate": 0.0003663002512562814,
+      "loss": 0.3468,
+      "mlm_loss": 0.3468,
+      "step": 14260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.01,
+      "learning_rate": 0.00036598618090452265,
+      "loss": 0.3337,
+      "mlm_loss": 0.3337,
+      "step": 14270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.01,
+      "learning_rate": 0.0003656721105527638,
+      "loss": 0.3397,
+      "mlm_loss": 0.3397,
+      "step": 14280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.02,
+      "learning_rate": 0.00036535804020100505,
+      "loss": 0.3403,
+      "mlm_loss": 0.3403,
+      "step": 14290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.03,
+      "learning_rate": 0.0003650439698492463,
+      "loss": 0.346,
+      "mlm_loss": 0.346,
+      "step": 14300
+    },
+    {
+      "epoch": 11.03,
+      "eval_ep_loss": -2.5903124809265137,
+      "eval_loss": 0.31952106952667236,
+      "eval_mlm_loss": 0.31952106952667236,
+      "eval_runtime": 61.3925,
+      "eval_samples_per_second": 1138.07,
+      "eval_steps_per_second": 0.57,
+      "step": 14300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.04,
+      "learning_rate": 0.00036472989949748745,
+      "loss": 0.3393,
+      "mlm_loss": 0.3393,
+      "step": 14310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.05,
+      "learning_rate": 0.0003644158291457286,
+      "loss": 0.34,
+      "mlm_loss": 0.34,
+      "step": 14320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.05,
+      "learning_rate": 0.00036410175879396985,
+      "loss": 0.3428,
+      "mlm_loss": 0.3428,
+      "step": 14330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.06,
+      "learning_rate": 0.000363787688442211,
+      "loss": 0.3406,
+      "mlm_loss": 0.3406,
+      "step": 14340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.07,
+      "learning_rate": 0.00036347361809045225,
+      "loss": 0.3384,
+      "mlm_loss": 0.3384,
+      "step": 14350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.08,
+      "learning_rate": 0.0003631595477386935,
+      "loss": 0.3385,
+      "mlm_loss": 0.3385,
+      "step": 14360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.08,
+      "learning_rate": 0.0003628454773869347,
+      "loss": 0.3342,
+      "mlm_loss": 0.3342,
+      "step": 14370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.09,
+      "learning_rate": 0.0003625314070351759,
+      "loss": 0.3353,
+      "mlm_loss": 0.3353,
+      "step": 14380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.1,
+      "learning_rate": 0.0003622173366834171,
+      "loss": 0.3426,
+      "mlm_loss": 0.3426,
+      "step": 14390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.11,
+      "learning_rate": 0.00036190326633165834,
+      "loss": 0.335,
+      "mlm_loss": 0.335,
+      "step": 14400
+    },
+    {
+      "epoch": 11.11,
+      "eval_ep_loss": -2.3407018184661865,
+      "eval_loss": 0.31839361786842346,
+      "eval_mlm_loss": 0.31839361786842346,
+      "eval_runtime": 59.9564,
+      "eval_samples_per_second": 1165.329,
+      "eval_steps_per_second": 0.584,
+      "step": 14400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.11,
+      "learning_rate": 0.0003615891959798995,
+      "loss": 0.339,
+      "mlm_loss": 0.339,
+      "step": 14410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.12,
+      "learning_rate": 0.0003612751256281407,
+      "loss": 0.3419,
+      "mlm_loss": 0.3419,
+      "step": 14420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.13,
+      "learning_rate": 0.0003609610552763819,
+      "loss": 0.3368,
+      "mlm_loss": 0.3368,
+      "step": 14430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.14,
+      "learning_rate": 0.0003606469849246231,
+      "loss": 0.338,
+      "mlm_loss": 0.338,
+      "step": 14440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.15,
+      "learning_rate": 0.0003603329145728643,
+      "loss": 0.3413,
+      "mlm_loss": 0.3413,
+      "step": 14450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.15,
+      "learning_rate": 0.00036001884422110555,
+      "loss": 0.3361,
+      "mlm_loss": 0.3361,
+      "step": 14460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.16,
+      "learning_rate": 0.0003597047738693467,
+      "loss": 0.3358,
+      "mlm_loss": 0.3358,
+      "step": 14470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.17,
+      "learning_rate": 0.00035939070351758795,
+      "loss": 0.3352,
+      "mlm_loss": 0.3352,
+      "step": 14480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.18,
+      "learning_rate": 0.0003590766331658292,
+      "loss": 0.3401,
+      "mlm_loss": 0.3401,
+      "step": 14490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.18,
+      "learning_rate": 0.0003587625628140704,
+      "loss": 0.3385,
+      "mlm_loss": 0.3385,
+      "step": 14500
+    },
+    {
+      "epoch": 11.18,
+      "eval_ep_loss": -2.600480794906616,
+      "eval_loss": 0.3174394965171814,
+      "eval_mlm_loss": 0.3174394965171814,
+      "eval_runtime": 59.992,
+      "eval_samples_per_second": 1164.639,
+      "eval_steps_per_second": 0.583,
+      "step": 14500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.19,
+      "learning_rate": 0.0003584484924623116,
+      "loss": 0.3374,
+      "mlm_loss": 0.3374,
+      "step": 14510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.2,
+      "learning_rate": 0.00035813442211055275,
+      "loss": 0.3406,
+      "mlm_loss": 0.3406,
+      "step": 14520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.21,
+      "learning_rate": 0.000357820351758794,
+      "loss": 0.3361,
+      "mlm_loss": 0.3361,
+      "step": 14530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.21,
+      "learning_rate": 0.00035750628140703515,
+      "loss": 0.339,
+      "mlm_loss": 0.339,
+      "step": 14540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.22,
+      "learning_rate": 0.0003571922110552764,
+      "loss": 0.3367,
+      "mlm_loss": 0.3367,
+      "step": 14550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.23,
+      "learning_rate": 0.0003568781407035176,
+      "loss": 0.3401,
+      "mlm_loss": 0.3401,
+      "step": 14560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.24,
+      "learning_rate": 0.0003565640703517588,
+      "loss": 0.3381,
+      "mlm_loss": 0.3381,
+      "step": 14570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.25,
+      "learning_rate": 0.00035625,
+      "loss": 0.3348,
+      "mlm_loss": 0.3348,
+      "step": 14580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.25,
+      "learning_rate": 0.00035593592964824124,
+      "loss": 0.3347,
+      "mlm_loss": 0.3347,
+      "step": 14590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.26,
+      "learning_rate": 0.0003556218592964824,
+      "loss": 0.3368,
+      "mlm_loss": 0.3368,
+      "step": 14600
+    },
+    {
+      "epoch": 11.26,
+      "eval_ep_loss": -2.644643545150757,
+      "eval_loss": 0.3158123791217804,
+      "eval_mlm_loss": 0.3158123791217804,
+      "eval_runtime": 63.9607,
+      "eval_samples_per_second": 1092.373,
+      "eval_steps_per_second": 0.547,
+      "step": 14600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.27,
+      "learning_rate": 0.0003553077889447236,
+      "loss": 0.3406,
+      "mlm_loss": 0.3406,
+      "step": 14610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.28,
+      "learning_rate": 0.0003549937185929648,
+      "loss": 0.3404,
+      "mlm_loss": 0.3404,
+      "step": 14620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.28,
+      "learning_rate": 0.00035467964824120604,
+      "loss": 0.3373,
+      "mlm_loss": 0.3373,
+      "step": 14630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.29,
+      "learning_rate": 0.0003543655778894472,
+      "loss": 0.3403,
+      "mlm_loss": 0.3403,
+      "step": 14640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.3,
+      "learning_rate": 0.00035405150753768845,
+      "loss": 0.3351,
+      "mlm_loss": 0.3351,
+      "step": 14650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.31,
+      "learning_rate": 0.0003537374371859297,
+      "loss": 0.333,
+      "mlm_loss": 0.333,
+      "step": 14660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.32,
+      "learning_rate": 0.00035342336683417085,
+      "loss": 0.3399,
+      "mlm_loss": 0.3399,
+      "step": 14670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.32,
+      "learning_rate": 0.0003531092964824121,
+      "loss": 0.3349,
+      "mlm_loss": 0.3349,
+      "step": 14680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.33,
+      "learning_rate": 0.0003527952261306533,
+      "loss": 0.339,
+      "mlm_loss": 0.339,
+      "step": 14690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.34,
+      "learning_rate": 0.0003524811557788945,
+      "loss": 0.336,
+      "mlm_loss": 0.336,
+      "step": 14700
+    },
+    {
+      "epoch": 11.34,
+      "eval_ep_loss": -2.6687519550323486,
+      "eval_loss": 0.31672507524490356,
+      "eval_mlm_loss": 0.31672507524490356,
+      "eval_runtime": 61.4289,
+      "eval_samples_per_second": 1137.396,
+      "eval_steps_per_second": 0.57,
+      "step": 14700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.35,
+      "learning_rate": 0.00035216708542713565,
+      "loss": 0.3387,
+      "mlm_loss": 0.3387,
+      "step": 14710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.35,
+      "learning_rate": 0.0003518530150753769,
+      "loss": 0.3345,
+      "mlm_loss": 0.3345,
+      "step": 14720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.36,
+      "learning_rate": 0.00035153894472361805,
+      "loss": 0.337,
+      "mlm_loss": 0.337,
+      "step": 14730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.37,
+      "learning_rate": 0.0003512248743718593,
+      "loss": 0.3307,
+      "mlm_loss": 0.3307,
+      "step": 14740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.38,
+      "learning_rate": 0.0003509108040201005,
+      "loss": 0.329,
+      "mlm_loss": 0.329,
+      "step": 14750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.38,
+      "learning_rate": 0.00035059673366834174,
+      "loss": 0.3345,
+      "mlm_loss": 0.3345,
+      "step": 14760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.39,
+      "learning_rate": 0.0003502826633165829,
+      "loss": 0.3323,
+      "mlm_loss": 0.3323,
+      "step": 14770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.4,
+      "learning_rate": 0.00034996859296482414,
+      "loss": 0.3311,
+      "mlm_loss": 0.3311,
+      "step": 14780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.41,
+      "learning_rate": 0.00034965452261306537,
+      "loss": 0.3304,
+      "mlm_loss": 0.3304,
+      "step": 14790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.42,
+      "learning_rate": 0.00034934045226130654,
+      "loss": 0.3298,
+      "mlm_loss": 0.3298,
+      "step": 14800
+    },
+    {
+      "epoch": 11.42,
+      "eval_ep_loss": -2.789717197418213,
+      "eval_loss": 0.31507280468940735,
+      "eval_mlm_loss": 0.31507280468940735,
+      "eval_runtime": 60.3112,
+      "eval_samples_per_second": 1158.476,
+      "eval_steps_per_second": 0.58,
+      "step": 14800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.42,
+      "learning_rate": 0.0003490263819095477,
+      "loss": 0.3325,
+      "mlm_loss": 0.3325,
+      "step": 14810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.43,
+      "learning_rate": 0.00034871231155778894,
+      "loss": 0.3363,
+      "mlm_loss": 0.3363,
+      "step": 14820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.44,
+      "learning_rate": 0.0003483982412060301,
+      "loss": 0.339,
+      "mlm_loss": 0.339,
+      "step": 14830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.45,
+      "learning_rate": 0.00034808417085427135,
+      "loss": 0.3372,
+      "mlm_loss": 0.3372,
+      "step": 14840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.45,
+      "learning_rate": 0.0003477701005025126,
+      "loss": 0.3316,
+      "mlm_loss": 0.3316,
+      "step": 14850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.46,
+      "learning_rate": 0.00034748743718592966,
+      "loss": 0.3393,
+      "mlm_loss": 0.3393,
+      "step": 14860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.47,
+      "learning_rate": 0.00034717336683417083,
+      "loss": 0.3348,
+      "mlm_loss": 0.3348,
+      "step": 14870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.48,
+      "learning_rate": 0.00034685929648241206,
+      "loss": 0.3322,
+      "mlm_loss": 0.3322,
+      "step": 14880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.48,
+      "learning_rate": 0.00034654522613065323,
+      "loss": 0.3354,
+      "mlm_loss": 0.3354,
+      "step": 14890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.49,
+      "learning_rate": 0.00034623115577889446,
+      "loss": 0.3337,
+      "mlm_loss": 0.3337,
+      "step": 14900
+    },
+    {
+      "epoch": 11.49,
+      "eval_ep_loss": -2.740074396133423,
+      "eval_loss": 0.31319552659988403,
+      "eval_mlm_loss": 0.31319552659988403,
+      "eval_runtime": 59.6932,
+      "eval_samples_per_second": 1170.468,
+      "eval_steps_per_second": 0.586,
+      "step": 14900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.5,
+      "learning_rate": 0.0003459170854271357,
+      "loss": 0.3321,
+      "mlm_loss": 0.3321,
+      "step": 14910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.51,
+      "learning_rate": 0.0003456030150753769,
+      "loss": 0.3382,
+      "mlm_loss": 0.3382,
+      "step": 14920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.52,
+      "learning_rate": 0.0003452889447236181,
+      "loss": 0.3352,
+      "mlm_loss": 0.3352,
+      "step": 14930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.52,
+      "learning_rate": 0.0003449748743718593,
+      "loss": 0.3359,
+      "mlm_loss": 0.3359,
+      "step": 14940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.53,
+      "learning_rate": 0.00034466080402010055,
+      "loss": 0.3323,
+      "mlm_loss": 0.3323,
+      "step": 14950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.54,
+      "learning_rate": 0.0003443467336683417,
+      "loss": 0.3371,
+      "mlm_loss": 0.3371,
+      "step": 14960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.55,
+      "learning_rate": 0.0003440326633165829,
+      "loss": 0.3341,
+      "mlm_loss": 0.3341,
+      "step": 14970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.55,
+      "learning_rate": 0.0003437185929648241,
+      "loss": 0.329,
+      "mlm_loss": 0.329,
+      "step": 14980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.56,
+      "learning_rate": 0.0003434045226130653,
+      "loss": 0.3323,
+      "mlm_loss": 0.3323,
+      "step": 14990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.57,
+      "learning_rate": 0.0003430904522613065,
+      "loss": 0.3349,
+      "mlm_loss": 0.3349,
+      "step": 15000
+    },
+    {
+      "epoch": 11.57,
+      "eval_ep_loss": -2.9178011417388916,
+      "eval_loss": 0.3126050531864166,
+      "eval_mlm_loss": 0.3126050531864166,
+      "eval_runtime": 60.091,
+      "eval_samples_per_second": 1162.72,
+      "eval_steps_per_second": 0.582,
+      "step": 15000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.58,
+      "learning_rate": 0.00034277638190954775,
+      "loss": 0.3315,
+      "mlm_loss": 0.3315,
+      "step": 15010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.59,
+      "learning_rate": 0.00034246231155778893,
+      "loss": 0.3303,
+      "mlm_loss": 0.3303,
+      "step": 15020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.59,
+      "learning_rate": 0.00034214824120603016,
+      "loss": 0.3337,
+      "mlm_loss": 0.3337,
+      "step": 15030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.6,
+      "learning_rate": 0.0003418341708542714,
+      "loss": 0.3299,
+      "mlm_loss": 0.3299,
+      "step": 15040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.61,
+      "learning_rate": 0.0003415201005025126,
+      "loss": 0.3366,
+      "mlm_loss": 0.3366,
+      "step": 15050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.62,
+      "learning_rate": 0.0003412060301507538,
+      "loss": 0.3185,
+      "mlm_loss": 0.3185,
+      "step": 15060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.62,
+      "learning_rate": 0.00034089195979899496,
+      "loss": 0.3277,
+      "mlm_loss": 0.3277,
+      "step": 15070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.63,
+      "learning_rate": 0.0003405778894472362,
+      "loss": 0.3351,
+      "mlm_loss": 0.3351,
+      "step": 15080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.64,
+      "learning_rate": 0.00034026381909547736,
+      "loss": 0.3306,
+      "mlm_loss": 0.3306,
+      "step": 15090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.65,
+      "learning_rate": 0.0003399497487437186,
+      "loss": 0.3279,
+      "mlm_loss": 0.3279,
+      "step": 15100
+    },
+    {
+      "epoch": 11.65,
+      "eval_ep_loss": -2.8001365661621094,
+      "eval_loss": 0.31101852655410767,
+      "eval_mlm_loss": 0.31101852655410767,
+      "eval_runtime": 60.3645,
+      "eval_samples_per_second": 1157.452,
+      "eval_steps_per_second": 0.58,
+      "step": 15100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.65,
+      "learning_rate": 0.0003396356783919598,
+      "loss": 0.3278,
+      "mlm_loss": 0.3278,
+      "step": 15110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.66,
+      "learning_rate": 0.000339321608040201,
+      "loss": 0.3356,
+      "mlm_loss": 0.3356,
+      "step": 15120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.67,
+      "learning_rate": 0.0003390075376884422,
+      "loss": 0.3322,
+      "mlm_loss": 0.3322,
+      "step": 15130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.68,
+      "learning_rate": 0.00033869346733668345,
+      "loss": 0.3279,
+      "mlm_loss": 0.3279,
+      "step": 15140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.69,
+      "learning_rate": 0.0003383793969849246,
+      "loss": 0.3347,
+      "mlm_loss": 0.3347,
+      "step": 15150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.69,
+      "learning_rate": 0.00033806532663316585,
+      "loss": 0.3343,
+      "mlm_loss": 0.3343,
+      "step": 15160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.7,
+      "learning_rate": 0.000337751256281407,
+      "loss": 0.3298,
+      "mlm_loss": 0.3298,
+      "step": 15170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.71,
+      "learning_rate": 0.00033743718592964825,
+      "loss": 0.3307,
+      "mlm_loss": 0.3307,
+      "step": 15180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.72,
+      "learning_rate": 0.0003371231155778894,
+      "loss": 0.3335,
+      "mlm_loss": 0.3335,
+      "step": 15190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.72,
+      "learning_rate": 0.00033680904522613065,
+      "loss": 0.332,
+      "mlm_loss": 0.332,
+      "step": 15200
+    },
+    {
+      "epoch": 11.72,
+      "eval_ep_loss": -2.703523635864258,
+      "eval_loss": 0.3101367652416229,
+      "eval_mlm_loss": 0.3101367652416229,
+      "eval_runtime": 63.4743,
+      "eval_samples_per_second": 1100.745,
+      "eval_steps_per_second": 0.551,
+      "step": 15200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.73,
+      "learning_rate": 0.0003364949748743719,
+      "loss": 0.3289,
+      "mlm_loss": 0.3289,
+      "step": 15210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.74,
+      "learning_rate": 0.00033618090452261306,
+      "loss": 0.3295,
+      "mlm_loss": 0.3295,
+      "step": 15220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.75,
+      "learning_rate": 0.0003358668341708543,
+      "loss": 0.3329,
+      "mlm_loss": 0.3329,
+      "step": 15230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.75,
+      "learning_rate": 0.0003355527638190955,
+      "loss": 0.3338,
+      "mlm_loss": 0.3338,
+      "step": 15240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.76,
+      "learning_rate": 0.0003352386934673367,
+      "loss": 0.3349,
+      "mlm_loss": 0.3349,
+      "step": 15250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.77,
+      "learning_rate": 0.0003349246231155779,
+      "loss": 0.3304,
+      "mlm_loss": 0.3304,
+      "step": 15260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.78,
+      "learning_rate": 0.0003346105527638191,
+      "loss": 0.329,
+      "mlm_loss": 0.329,
+      "step": 15270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.79,
+      "learning_rate": 0.00033429648241206026,
+      "loss": 0.3308,
+      "mlm_loss": 0.3308,
+      "step": 15280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.79,
+      "learning_rate": 0.0003339824120603015,
+      "loss": 0.3344,
+      "mlm_loss": 0.3344,
+      "step": 15290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.8,
+      "learning_rate": 0.0003336683417085427,
+      "loss": 0.3359,
+      "mlm_loss": 0.3359,
+      "step": 15300
+    },
+    {
+      "epoch": 11.8,
+      "eval_ep_loss": -2.812905788421631,
+      "eval_loss": 0.3099025785923004,
+      "eval_mlm_loss": 0.3099025785923004,
+      "eval_runtime": 61.244,
+      "eval_samples_per_second": 1140.831,
+      "eval_steps_per_second": 0.571,
+      "step": 15300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.81,
+      "learning_rate": 0.00033335427135678395,
+      "loss": 0.3334,
+      "mlm_loss": 0.3334,
+      "step": 15310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.82,
+      "learning_rate": 0.0003330402010050251,
+      "loss": 0.3209,
+      "mlm_loss": 0.3209,
+      "step": 15320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.82,
+      "learning_rate": 0.00033272613065326635,
+      "loss": 0.3275,
+      "mlm_loss": 0.3275,
+      "step": 15330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.83,
+      "learning_rate": 0.0003324120603015076,
+      "loss": 0.3285,
+      "mlm_loss": 0.3285,
+      "step": 15340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.84,
+      "learning_rate": 0.00033209798994974875,
+      "loss": 0.3274,
+      "mlm_loss": 0.3274,
+      "step": 15350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.85,
+      "learning_rate": 0.00033178391959799,
+      "loss": 0.3274,
+      "mlm_loss": 0.3274,
+      "step": 15360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.85,
+      "learning_rate": 0.00033146984924623115,
+      "loss": 0.3357,
+      "mlm_loss": 0.3357,
+      "step": 15370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.86,
+      "learning_rate": 0.0003311557788944723,
+      "loss": 0.3324,
+      "mlm_loss": 0.3324,
+      "step": 15380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.87,
+      "learning_rate": 0.00033084170854271355,
+      "loss": 0.3337,
+      "mlm_loss": 0.3337,
+      "step": 15390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.88,
+      "learning_rate": 0.0003305276381909548,
+      "loss": 0.3322,
+      "mlm_loss": 0.3322,
+      "step": 15400
+    },
+    {
+      "epoch": 11.88,
+      "eval_ep_loss": -2.6010334491729736,
+      "eval_loss": 0.30834510922431946,
+      "eval_mlm_loss": 0.30834510922431946,
+      "eval_runtime": 62.7261,
+      "eval_samples_per_second": 1113.875,
+      "eval_steps_per_second": 0.558,
+      "step": 15400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.89,
+      "learning_rate": 0.00033021356783919596,
+      "loss": 0.3327,
+      "mlm_loss": 0.3327,
+      "step": 15410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.89,
+      "learning_rate": 0.0003298994974874372,
+      "loss": 0.3269,
+      "mlm_loss": 0.3269,
+      "step": 15420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.9,
+      "learning_rate": 0.0003295854271356784,
+      "loss": 0.3238,
+      "mlm_loss": 0.3238,
+      "step": 15430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.91,
+      "learning_rate": 0.00032927135678391964,
+      "loss": 0.3273,
+      "mlm_loss": 0.3273,
+      "step": 15440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.92,
+      "learning_rate": 0.0003289572864321608,
+      "loss": 0.3373,
+      "mlm_loss": 0.3373,
+      "step": 15450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.92,
+      "learning_rate": 0.00032864321608040204,
+      "loss": 0.3262,
+      "mlm_loss": 0.3262,
+      "step": 15460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.93,
+      "learning_rate": 0.0003283291457286432,
+      "loss": 0.3314,
+      "mlm_loss": 0.3314,
+      "step": 15470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.94,
+      "learning_rate": 0.0003280150753768844,
+      "loss": 0.3296,
+      "mlm_loss": 0.3296,
+      "step": 15480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.95,
+      "learning_rate": 0.0003277010050251256,
+      "loss": 0.3249,
+      "mlm_loss": 0.3249,
+      "step": 15490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.96,
+      "learning_rate": 0.00032738693467336685,
+      "loss": 0.324,
+      "mlm_loss": 0.324,
+      "step": 15500
+    },
+    {
+      "epoch": 11.96,
+      "eval_ep_loss": -2.6185078620910645,
+      "eval_loss": 0.30834418535232544,
+      "eval_mlm_loss": 0.30834418535232544,
+      "eval_runtime": 60.4091,
+      "eval_samples_per_second": 1156.597,
+      "eval_steps_per_second": 0.579,
+      "step": 15500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.96,
+      "learning_rate": 0.000327072864321608,
+      "loss": 0.3247,
+      "mlm_loss": 0.3247,
+      "step": 15510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.97,
+      "learning_rate": 0.00032675879396984925,
+      "loss": 0.3281,
+      "mlm_loss": 0.3281,
+      "step": 15520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.98,
+      "learning_rate": 0.0003264447236180905,
+      "loss": 0.3287,
+      "mlm_loss": 0.3287,
+      "step": 15530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.99,
+      "learning_rate": 0.0003261306532663317,
+      "loss": 0.3272,
+      "mlm_loss": 0.3272,
+      "step": 15540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 11.99,
+      "learning_rate": 0.0003258165829145729,
+      "loss": 0.3355,
+      "mlm_loss": 0.3355,
+      "step": 15550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.0,
+      "learning_rate": 0.0003255025125628141,
+      "loss": 0.3299,
+      "mlm_loss": 0.3299,
+      "step": 15560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.01,
+      "learning_rate": 0.0003251884422110553,
+      "loss": 0.3293,
+      "mlm_loss": 0.3293,
+      "step": 15570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.02,
+      "learning_rate": 0.00032487437185929645,
+      "loss": 0.3268,
+      "mlm_loss": 0.3268,
+      "step": 15580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.02,
+      "learning_rate": 0.0003245603015075377,
+      "loss": 0.3202,
+      "mlm_loss": 0.3202,
+      "step": 15590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.03,
+      "learning_rate": 0.0003242462311557789,
+      "loss": 0.3211,
+      "mlm_loss": 0.3211,
+      "step": 15600
+    },
+    {
+      "epoch": 12.03,
+      "eval_ep_loss": -2.552333354949951,
+      "eval_loss": 0.30786365270614624,
+      "eval_mlm_loss": 0.30786365270614624,
+      "eval_runtime": 61.2728,
+      "eval_samples_per_second": 1140.295,
+      "eval_steps_per_second": 0.571,
+      "step": 15600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.04,
+      "learning_rate": 0.0003239321608040201,
+      "loss": 0.3184,
+      "mlm_loss": 0.3184,
+      "step": 15610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.05,
+      "learning_rate": 0.0003236180904522613,
+      "loss": 0.3271,
+      "mlm_loss": 0.3271,
+      "step": 15620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.06,
+      "learning_rate": 0.00032330402010050254,
+      "loss": 0.3285,
+      "mlm_loss": 0.3285,
+      "step": 15630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.06,
+      "learning_rate": 0.0003229899497487437,
+      "loss": 0.3214,
+      "mlm_loss": 0.3214,
+      "step": 15640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.07,
+      "learning_rate": 0.00032267587939698494,
+      "loss": 0.3269,
+      "mlm_loss": 0.3269,
+      "step": 15650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.08,
+      "learning_rate": 0.00032236180904522617,
+      "loss": 0.3222,
+      "mlm_loss": 0.3222,
+      "step": 15660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.09,
+      "learning_rate": 0.00032204773869346734,
+      "loss": 0.321,
+      "mlm_loss": 0.321,
+      "step": 15670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.09,
+      "learning_rate": 0.0003217336683417085,
+      "loss": 0.3198,
+      "mlm_loss": 0.3198,
+      "step": 15680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.1,
+      "learning_rate": 0.00032141959798994975,
+      "loss": 0.3213,
+      "mlm_loss": 0.3213,
+      "step": 15690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.11,
+      "learning_rate": 0.000321105527638191,
+      "loss": 0.327,
+      "mlm_loss": 0.327,
+      "step": 15700
+    },
+    {
+      "epoch": 12.11,
+      "eval_ep_loss": -2.4123196601867676,
+      "eval_loss": 0.3056265413761139,
+      "eval_mlm_loss": 0.3056265413761139,
+      "eval_runtime": 62.3312,
+      "eval_samples_per_second": 1120.931,
+      "eval_steps_per_second": 0.562,
+      "step": 15700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.12,
+      "learning_rate": 0.00032079145728643215,
+      "loss": 0.3254,
+      "mlm_loss": 0.3254,
+      "step": 15710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.12,
+      "learning_rate": 0.0003204773869346734,
+      "loss": 0.3218,
+      "mlm_loss": 0.3218,
+      "step": 15720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.13,
+      "learning_rate": 0.0003201633165829146,
+      "loss": 0.3266,
+      "mlm_loss": 0.3266,
+      "step": 15730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.14,
+      "learning_rate": 0.0003198492462311558,
+      "loss": 0.3181,
+      "mlm_loss": 0.3181,
+      "step": 15740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.15,
+      "learning_rate": 0.000319535175879397,
+      "loss": 0.3226,
+      "mlm_loss": 0.3226,
+      "step": 15750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.16,
+      "learning_rate": 0.00031922110552763823,
+      "loss": 0.3271,
+      "mlm_loss": 0.3271,
+      "step": 15760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.16,
+      "learning_rate": 0.00031890703517587935,
+      "loss": 0.3183,
+      "mlm_loss": 0.3183,
+      "step": 15770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.17,
+      "learning_rate": 0.0003185929648241206,
+      "loss": 0.3108,
+      "mlm_loss": 0.3108,
+      "step": 15780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.18,
+      "learning_rate": 0.0003182788944723618,
+      "loss": 0.3314,
+      "mlm_loss": 0.3314,
+      "step": 15790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.19,
+      "learning_rate": 0.00031796482412060304,
+      "loss": 0.3226,
+      "mlm_loss": 0.3226,
+      "step": 15800
+    },
+    {
+      "epoch": 12.19,
+      "eval_ep_loss": -2.378340244293213,
+      "eval_loss": 0.3046373128890991,
+      "eval_mlm_loss": 0.3046373128890991,
+      "eval_runtime": 61.1512,
+      "eval_samples_per_second": 1142.562,
+      "eval_steps_per_second": 0.572,
+      "step": 15800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.19,
+      "learning_rate": 0.0003176507537688442,
+      "loss": 0.3179,
+      "mlm_loss": 0.3179,
+      "step": 15810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.2,
+      "learning_rate": 0.00031733668341708544,
+      "loss": 0.3173,
+      "mlm_loss": 0.3173,
+      "step": 15820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.21,
+      "learning_rate": 0.00031702261306532667,
+      "loss": 0.3267,
+      "mlm_loss": 0.3267,
+      "step": 15830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.22,
+      "learning_rate": 0.00031670854271356784,
+      "loss": 0.3207,
+      "mlm_loss": 0.3207,
+      "step": 15840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.23,
+      "learning_rate": 0.00031639447236180907,
+      "loss": 0.327,
+      "mlm_loss": 0.327,
+      "step": 15850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.23,
+      "learning_rate": 0.0003160804020100503,
+      "loss": 0.3271,
+      "mlm_loss": 0.3271,
+      "step": 15860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.24,
+      "learning_rate": 0.0003157663316582914,
+      "loss": 0.3287,
+      "mlm_loss": 0.3287,
+      "step": 15870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.25,
+      "learning_rate": 0.00031545226130653265,
+      "loss": 0.3212,
+      "mlm_loss": 0.3212,
+      "step": 15880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.26,
+      "learning_rate": 0.0003151381909547739,
+      "loss": 0.3246,
+      "mlm_loss": 0.3246,
+      "step": 15890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.26,
+      "learning_rate": 0.00031482412060301505,
+      "loss": 0.3205,
+      "mlm_loss": 0.3205,
+      "step": 15900
+    },
+    {
+      "epoch": 12.26,
+      "eval_ep_loss": -2.3220415115356445,
+      "eval_loss": 0.305078387260437,
+      "eval_mlm_loss": 0.305078387260437,
+      "eval_runtime": 61.9296,
+      "eval_samples_per_second": 1128.2,
+      "eval_steps_per_second": 0.565,
+      "step": 15900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.27,
+      "learning_rate": 0.0003145100502512563,
+      "loss": 0.323,
+      "mlm_loss": 0.323,
+      "step": 15910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.28,
+      "learning_rate": 0.0003141959798994975,
+      "loss": 0.3259,
+      "mlm_loss": 0.3259,
+      "step": 15920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.29,
+      "learning_rate": 0.00031388190954773873,
+      "loss": 0.3277,
+      "mlm_loss": 0.3277,
+      "step": 15930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.29,
+      "learning_rate": 0.0003135678391959799,
+      "loss": 0.3207,
+      "mlm_loss": 0.3207,
+      "step": 15940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.3,
+      "learning_rate": 0.00031325376884422113,
+      "loss": 0.3269,
+      "mlm_loss": 0.3269,
+      "step": 15950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.31,
+      "learning_rate": 0.00031293969849246236,
+      "loss": 0.3261,
+      "mlm_loss": 0.3261,
+      "step": 15960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.32,
+      "learning_rate": 0.0003126256281407035,
+      "loss": 0.3187,
+      "mlm_loss": 0.3187,
+      "step": 15970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.33,
+      "learning_rate": 0.0003123115577889447,
+      "loss": 0.3191,
+      "mlm_loss": 0.3191,
+      "step": 15980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.33,
+      "learning_rate": 0.00031199748743718594,
+      "loss": 0.3214,
+      "mlm_loss": 0.3214,
+      "step": 15990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.34,
+      "learning_rate": 0.0003116834170854271,
+      "loss": 0.322,
+      "mlm_loss": 0.322,
+      "step": 16000
+    },
+    {
+      "epoch": 12.34,
+      "eval_ep_loss": -2.4821033477783203,
+      "eval_loss": 0.30568239092826843,
+      "eval_mlm_loss": 0.30568239092826843,
+      "eval_runtime": 59.8027,
+      "eval_samples_per_second": 1168.326,
+      "eval_steps_per_second": 0.585,
+      "step": 16000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.35,
+      "learning_rate": 0.00031136934673366834,
+      "loss": 0.3212,
+      "mlm_loss": 0.3212,
+      "step": 16010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.36,
+      "learning_rate": 0.00031105527638190957,
+      "loss": 0.3184,
+      "mlm_loss": 0.3184,
+      "step": 16020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.36,
+      "learning_rate": 0.00031074120603015074,
+      "loss": 0.3178,
+      "mlm_loss": 0.3178,
+      "step": 16030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.37,
+      "learning_rate": 0.00031042713567839197,
+      "loss": 0.325,
+      "mlm_loss": 0.325,
+      "step": 16040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.38,
+      "learning_rate": 0.0003101130653266332,
+      "loss": 0.3274,
+      "mlm_loss": 0.3274,
+      "step": 16050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.39,
+      "learning_rate": 0.00030979899497487443,
+      "loss": 0.3178,
+      "mlm_loss": 0.3178,
+      "step": 16060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.39,
+      "learning_rate": 0.00030948492462311555,
+      "loss": 0.3215,
+      "mlm_loss": 0.3215,
+      "step": 16070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.4,
+      "learning_rate": 0.0003091708542713568,
+      "loss": 0.3302,
+      "mlm_loss": 0.3302,
+      "step": 16080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.41,
+      "learning_rate": 0.000308856783919598,
+      "loss": 0.3251,
+      "mlm_loss": 0.3251,
+      "step": 16090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.42,
+      "learning_rate": 0.0003085427135678392,
+      "loss": 0.3253,
+      "mlm_loss": 0.3253,
+      "step": 16100
+    },
+    {
+      "epoch": 12.42,
+      "eval_ep_loss": -2.364391565322876,
+      "eval_loss": 0.3045331537723541,
+      "eval_mlm_loss": 0.3045331537723541,
+      "eval_runtime": 64.7442,
+      "eval_samples_per_second": 1079.155,
+      "eval_steps_per_second": 0.541,
+      "step": 16100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.43,
+      "learning_rate": 0.0003082286432160804,
+      "loss": 0.3256,
+      "mlm_loss": 0.3256,
+      "step": 16110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.43,
+      "learning_rate": 0.00030791457286432163,
+      "loss": 0.3187,
+      "mlm_loss": 0.3187,
+      "step": 16120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.44,
+      "learning_rate": 0.0003076005025125628,
+      "loss": 0.32,
+      "mlm_loss": 0.32,
+      "step": 16130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.45,
+      "learning_rate": 0.00030728643216080403,
+      "loss": 0.3257,
+      "mlm_loss": 0.3257,
+      "step": 16140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.46,
+      "learning_rate": 0.00030697236180904526,
+      "loss": 0.3199,
+      "mlm_loss": 0.3199,
+      "step": 16150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.46,
+      "learning_rate": 0.0003066582914572865,
+      "loss": 0.3205,
+      "mlm_loss": 0.3205,
+      "step": 16160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.47,
+      "learning_rate": 0.0003063442211055276,
+      "loss": 0.323,
+      "mlm_loss": 0.323,
+      "step": 16170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.48,
+      "learning_rate": 0.00030603015075376884,
+      "loss": 0.3194,
+      "mlm_loss": 0.3194,
+      "step": 16180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.49,
+      "learning_rate": 0.00030571608040201007,
+      "loss": 0.3241,
+      "mlm_loss": 0.3241,
+      "step": 16190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.5,
+      "learning_rate": 0.00030540201005025124,
+      "loss": 0.3215,
+      "mlm_loss": 0.3215,
+      "step": 16200
+    },
+    {
+      "epoch": 12.5,
+      "eval_ep_loss": -2.4813191890716553,
+      "eval_loss": 0.30195391178131104,
+      "eval_mlm_loss": 0.30195391178131104,
+      "eval_runtime": 61.4192,
+      "eval_samples_per_second": 1137.576,
+      "eval_steps_per_second": 0.57,
+      "step": 16200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.5,
+      "learning_rate": 0.00030508793969849247,
+      "loss": 0.3197,
+      "mlm_loss": 0.3197,
+      "step": 16210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.51,
+      "learning_rate": 0.0003047738693467337,
+      "loss": 0.3183,
+      "mlm_loss": 0.3183,
+      "step": 16220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.52,
+      "learning_rate": 0.00030445979899497487,
+      "loss": 0.3231,
+      "mlm_loss": 0.3231,
+      "step": 16230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.53,
+      "learning_rate": 0.0003041457286432161,
+      "loss": 0.3137,
+      "mlm_loss": 0.3137,
+      "step": 16240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.53,
+      "learning_rate": 0.00030383165829145733,
+      "loss": 0.3178,
+      "mlm_loss": 0.3178,
+      "step": 16250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.54,
+      "learning_rate": 0.0003035175879396985,
+      "loss": 0.3178,
+      "mlm_loss": 0.3178,
+      "step": 16260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.55,
+      "learning_rate": 0.0003032035175879397,
+      "loss": 0.3167,
+      "mlm_loss": 0.3167,
+      "step": 16270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.56,
+      "learning_rate": 0.0003028894472361809,
+      "loss": 0.3163,
+      "mlm_loss": 0.3163,
+      "step": 16280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.56,
+      "learning_rate": 0.00030257537688442213,
+      "loss": 0.3234,
+      "mlm_loss": 0.3234,
+      "step": 16290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.57,
+      "learning_rate": 0.0003022613065326633,
+      "loss": 0.3245,
+      "mlm_loss": 0.3245,
+      "step": 16300
+    },
+    {
+      "epoch": 12.57,
+      "eval_ep_loss": -2.5413894653320312,
+      "eval_loss": 0.30073004961013794,
+      "eval_mlm_loss": 0.30073004961013794,
+      "eval_runtime": 60.8169,
+      "eval_samples_per_second": 1148.842,
+      "eval_steps_per_second": 0.575,
+      "step": 16300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.58,
+      "learning_rate": 0.00030194723618090453,
+      "loss": 0.3177,
+      "mlm_loss": 0.3177,
+      "step": 16310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.59,
+      "learning_rate": 0.00030163316582914576,
+      "loss": 0.3175,
+      "mlm_loss": 0.3175,
+      "step": 16320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.6,
+      "learning_rate": 0.00030131909547738694,
+      "loss": 0.3225,
+      "mlm_loss": 0.3225,
+      "step": 16330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.6,
+      "learning_rate": 0.00030100502512562816,
+      "loss": 0.3195,
+      "mlm_loss": 0.3195,
+      "step": 16340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.61,
+      "learning_rate": 0.0003006909547738694,
+      "loss": 0.315,
+      "mlm_loss": 0.315,
+      "step": 16350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.62,
+      "learning_rate": 0.00030037688442211057,
+      "loss": 0.3238,
+      "mlm_loss": 0.3238,
+      "step": 16360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.63,
+      "learning_rate": 0.00030006281407035174,
+      "loss": 0.3134,
+      "mlm_loss": 0.3134,
+      "step": 16370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.63,
+      "learning_rate": 0.00029974874371859297,
+      "loss": 0.3246,
+      "mlm_loss": 0.3246,
+      "step": 16380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.64,
+      "learning_rate": 0.00029943467336683414,
+      "loss": 0.3153,
+      "mlm_loss": 0.3153,
+      "step": 16390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.65,
+      "learning_rate": 0.00029912060301507537,
+      "loss": 0.3205,
+      "mlm_loss": 0.3205,
+      "step": 16400
+    },
+    {
+      "epoch": 12.65,
+      "eval_ep_loss": -2.454632043838501,
+      "eval_loss": 0.3005962073802948,
+      "eval_mlm_loss": 0.3005962073802948,
+      "eval_runtime": 61.3758,
+      "eval_samples_per_second": 1138.381,
+      "eval_steps_per_second": 0.57,
+      "step": 16400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.66,
+      "learning_rate": 0.0002988065326633166,
+      "loss": 0.3132,
+      "mlm_loss": 0.3132,
+      "step": 16410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.66,
+      "learning_rate": 0.0002984924623115578,
+      "loss": 0.3186,
+      "mlm_loss": 0.3186,
+      "step": 16420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.67,
+      "learning_rate": 0.000298178391959799,
+      "loss": 0.3228,
+      "mlm_loss": 0.3228,
+      "step": 16430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.68,
+      "learning_rate": 0.00029786432160804023,
+      "loss": 0.3134,
+      "mlm_loss": 0.3134,
+      "step": 16440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.69,
+      "learning_rate": 0.00029755025125628146,
+      "loss": 0.3155,
+      "mlm_loss": 0.3155,
+      "step": 16450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.7,
+      "learning_rate": 0.00029723618090452263,
+      "loss": 0.3166,
+      "mlm_loss": 0.3166,
+      "step": 16460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.7,
+      "learning_rate": 0.0002969221105527638,
+      "loss": 0.3285,
+      "mlm_loss": 0.3285,
+      "step": 16470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.71,
+      "learning_rate": 0.00029660804020100503,
+      "loss": 0.3172,
+      "mlm_loss": 0.3172,
+      "step": 16480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.72,
+      "learning_rate": 0.0002962939698492462,
+      "loss": 0.3185,
+      "mlm_loss": 0.3185,
+      "step": 16490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.73,
+      "learning_rate": 0.00029597989949748743,
+      "loss": 0.3154,
+      "mlm_loss": 0.3154,
+      "step": 16500
+    },
+    {
+      "epoch": 12.73,
+      "eval_ep_loss": -2.530627489089966,
+      "eval_loss": 0.2981483042240143,
+      "eval_mlm_loss": 0.2981483042240143,
+      "eval_runtime": 62.8785,
+      "eval_samples_per_second": 1111.175,
+      "eval_steps_per_second": 0.557,
+      "step": 16500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.73,
+      "learning_rate": 0.00029566582914572866,
+      "loss": 0.3206,
+      "mlm_loss": 0.3206,
+      "step": 16510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.74,
+      "learning_rate": 0.00029535175879396984,
+      "loss": 0.3171,
+      "mlm_loss": 0.3171,
+      "step": 16520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.75,
+      "learning_rate": 0.00029503768844221106,
+      "loss": 0.3235,
+      "mlm_loss": 0.3235,
+      "step": 16530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.76,
+      "learning_rate": 0.0002947236180904523,
+      "loss": 0.3188,
+      "mlm_loss": 0.3188,
+      "step": 16540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.77,
+      "learning_rate": 0.0002944095477386935,
+      "loss": 0.3197,
+      "mlm_loss": 0.3197,
+      "step": 16550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.77,
+      "learning_rate": 0.0002940954773869347,
+      "loss": 0.3218,
+      "mlm_loss": 0.3218,
+      "step": 16560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.78,
+      "learning_rate": 0.00029378140703517587,
+      "loss": 0.3105,
+      "mlm_loss": 0.3105,
+      "step": 16570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.79,
+      "learning_rate": 0.0002934673366834171,
+      "loss": 0.3168,
+      "mlm_loss": 0.3168,
+      "step": 16580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.8,
+      "learning_rate": 0.00029315326633165827,
+      "loss": 0.324,
+      "mlm_loss": 0.324,
+      "step": 16590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.8,
+      "learning_rate": 0.0002928391959798995,
+      "loss": 0.314,
+      "mlm_loss": 0.314,
+      "step": 16600
+    },
+    {
+      "epoch": 12.8,
+      "eval_ep_loss": -2.1559700965881348,
+      "eval_loss": 0.2988715171813965,
+      "eval_mlm_loss": 0.2988715171813965,
+      "eval_runtime": 62.228,
+      "eval_samples_per_second": 1122.791,
+      "eval_steps_per_second": 0.562,
+      "step": 16600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.81,
+      "learning_rate": 0.0002925251256281407,
+      "loss": 0.3144,
+      "mlm_loss": 0.3144,
+      "step": 16610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.82,
+      "learning_rate": 0.0002922110552763819,
+      "loss": 0.3139,
+      "mlm_loss": 0.3139,
+      "step": 16620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.83,
+      "learning_rate": 0.00029189698492462313,
+      "loss": 0.3193,
+      "mlm_loss": 0.3193,
+      "step": 16630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.83,
+      "learning_rate": 0.00029158291457286436,
+      "loss": 0.3153,
+      "mlm_loss": 0.3153,
+      "step": 16640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.84,
+      "learning_rate": 0.00029126884422110553,
+      "loss": 0.3103,
+      "mlm_loss": 0.3103,
+      "step": 16650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.85,
+      "learning_rate": 0.00029095477386934676,
+      "loss": 0.3129,
+      "mlm_loss": 0.3129,
+      "step": 16660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.86,
+      "learning_rate": 0.00029064070351758793,
+      "loss": 0.3176,
+      "mlm_loss": 0.3176,
+      "step": 16670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.87,
+      "learning_rate": 0.00029032663316582916,
+      "loss": 0.3121,
+      "mlm_loss": 0.3121,
+      "step": 16680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.87,
+      "learning_rate": 0.00029001256281407033,
+      "loss": 0.3153,
+      "mlm_loss": 0.3153,
+      "step": 16690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.88,
+      "learning_rate": 0.00028969849246231156,
+      "loss": 0.3182,
+      "mlm_loss": 0.3182,
+      "step": 16700
+    },
+    {
+      "epoch": 12.88,
+      "eval_ep_loss": -2.1432950496673584,
+      "eval_loss": 0.2975234389305115,
+      "eval_mlm_loss": 0.2975234389305115,
+      "eval_runtime": 60.288,
+      "eval_samples_per_second": 1158.921,
+      "eval_steps_per_second": 0.581,
+      "step": 16700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.89,
+      "learning_rate": 0.0002893844221105528,
+      "loss": 0.316,
+      "mlm_loss": 0.316,
+      "step": 16710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.9,
+      "learning_rate": 0.00028907035175879396,
+      "loss": 0.3171,
+      "mlm_loss": 0.3171,
+      "step": 16720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.9,
+      "learning_rate": 0.0002887562814070352,
+      "loss": 0.3202,
+      "mlm_loss": 0.3202,
+      "step": 16730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.91,
+      "learning_rate": 0.0002884422110552764,
+      "loss": 0.3123,
+      "mlm_loss": 0.3123,
+      "step": 16740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.92,
+      "learning_rate": 0.0002881281407035176,
+      "loss": 0.3117,
+      "mlm_loss": 0.3117,
+      "step": 16750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.93,
+      "learning_rate": 0.0002878140703517588,
+      "loss": 0.3155,
+      "mlm_loss": 0.3155,
+      "step": 16760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.93,
+      "learning_rate": 0.0002875,
+      "loss": 0.3198,
+      "mlm_loss": 0.3198,
+      "step": 16770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.94,
+      "learning_rate": 0.00028718592964824117,
+      "loss": 0.3106,
+      "mlm_loss": 0.3106,
+      "step": 16780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.95,
+      "learning_rate": 0.0002868718592964824,
+      "loss": 0.3163,
+      "mlm_loss": 0.3163,
+      "step": 16790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.96,
+      "learning_rate": 0.0002865577889447236,
+      "loss": 0.3154,
+      "mlm_loss": 0.3154,
+      "step": 16800
+    },
+    {
+      "epoch": 12.96,
+      "eval_ep_loss": -2.0711417198181152,
+      "eval_loss": 0.2960880398750305,
+      "eval_mlm_loss": 0.2960880398750305,
+      "eval_runtime": 62.0434,
+      "eval_samples_per_second": 1126.132,
+      "eval_steps_per_second": 0.564,
+      "step": 16800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.97,
+      "learning_rate": 0.00028624371859296485,
+      "loss": 0.3144,
+      "mlm_loss": 0.3144,
+      "step": 16810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.97,
+      "learning_rate": 0.00028592964824120603,
+      "loss": 0.3133,
+      "mlm_loss": 0.3133,
+      "step": 16820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.98,
+      "learning_rate": 0.00028561557788944726,
+      "loss": 0.3093,
+      "mlm_loss": 0.3093,
+      "step": 16830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 12.99,
+      "learning_rate": 0.0002853015075376885,
+      "loss": 0.3172,
+      "mlm_loss": 0.3172,
+      "step": 16840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.0,
+      "learning_rate": 0.00028498743718592966,
+      "loss": 0.3161,
+      "mlm_loss": 0.3161,
+      "step": 16850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.0,
+      "learning_rate": 0.00028467336683417083,
+      "loss": 0.3186,
+      "mlm_loss": 0.3186,
+      "step": 16860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.01,
+      "learning_rate": 0.00028435929648241206,
+      "loss": 0.3094,
+      "mlm_loss": 0.3094,
+      "step": 16870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.02,
+      "learning_rate": 0.00028404522613065323,
+      "loss": 0.3164,
+      "mlm_loss": 0.3164,
+      "step": 16880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.03,
+      "learning_rate": 0.00028373115577889446,
+      "loss": 0.3129,
+      "mlm_loss": 0.3129,
+      "step": 16890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.04,
+      "learning_rate": 0.0002834170854271357,
+      "loss": 0.3138,
+      "mlm_loss": 0.3138,
+      "step": 16900
+    },
+    {
+      "epoch": 13.04,
+      "eval_ep_loss": -2.157414436340332,
+      "eval_loss": 0.2959713041782379,
+      "eval_mlm_loss": 0.2959713041782379,
+      "eval_runtime": 59.8502,
+      "eval_samples_per_second": 1167.398,
+      "eval_steps_per_second": 0.585,
+      "step": 16900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.04,
+      "learning_rate": 0.0002831030150753769,
+      "loss": 0.314,
+      "mlm_loss": 0.314,
+      "step": 16910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.05,
+      "learning_rate": 0.0002827889447236181,
+      "loss": 0.3165,
+      "mlm_loss": 0.3165,
+      "step": 16920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.06,
+      "learning_rate": 0.0002824748743718593,
+      "loss": 0.3062,
+      "mlm_loss": 0.3062,
+      "step": 16930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.07,
+      "learning_rate": 0.00028216080402010055,
+      "loss": 0.3115,
+      "mlm_loss": 0.3115,
+      "step": 16940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.07,
+      "learning_rate": 0.0002818467336683417,
+      "loss": 0.3098,
+      "mlm_loss": 0.3098,
+      "step": 16950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.08,
+      "learning_rate": 0.0002815326633165829,
+      "loss": 0.3064,
+      "mlm_loss": 0.3064,
+      "step": 16960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.09,
+      "learning_rate": 0.0002812185929648241,
+      "loss": 0.3046,
+      "mlm_loss": 0.3046,
+      "step": 16970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.1,
+      "learning_rate": 0.0002809045226130653,
+      "loss": 0.3117,
+      "mlm_loss": 0.3117,
+      "step": 16980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.1,
+      "learning_rate": 0.0002805904522613065,
+      "loss": 0.3128,
+      "mlm_loss": 0.3128,
+      "step": 16990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.11,
+      "learning_rate": 0.00028027638190954775,
+      "loss": 0.3065,
+      "mlm_loss": 0.3065,
+      "step": 17000
+    },
+    {
+      "epoch": 13.11,
+      "eval_ep_loss": -2.252915620803833,
+      "eval_loss": 0.2950764298439026,
+      "eval_mlm_loss": 0.2950764298439026,
+      "eval_runtime": 60.871,
+      "eval_samples_per_second": 1147.821,
+      "eval_steps_per_second": 0.575,
+      "step": 17000
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.12,
+      "learning_rate": 0.00027996231155778893,
+      "loss": 0.3113,
+      "mlm_loss": 0.3113,
+      "step": 17010
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.13,
+      "learning_rate": 0.00027964824120603016,
+      "loss": 0.3136,
+      "mlm_loss": 0.3136,
+      "step": 17020
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.14,
+      "learning_rate": 0.0002793341708542714,
+      "loss": 0.309,
+      "mlm_loss": 0.309,
+      "step": 17030
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.14,
+      "learning_rate": 0.0002790201005025126,
+      "loss": 0.3167,
+      "mlm_loss": 0.3167,
+      "step": 17040
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.15,
+      "learning_rate": 0.0002787060301507538,
+      "loss": 0.308,
+      "mlm_loss": 0.308,
+      "step": 17050
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.16,
+      "learning_rate": 0.00027839195979899496,
+      "loss": 0.3183,
+      "mlm_loss": 0.3183,
+      "step": 17060
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.17,
+      "learning_rate": 0.0002780778894472362,
+      "loss": 0.3097,
+      "mlm_loss": 0.3097,
+      "step": 17070
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.17,
+      "learning_rate": 0.00027776381909547736,
+      "loss": 0.312,
+      "mlm_loss": 0.312,
+      "step": 17080
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.18,
+      "learning_rate": 0.0002774497487437186,
+      "loss": 0.3171,
+      "mlm_loss": 0.3171,
+      "step": 17090
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.19,
+      "learning_rate": 0.0002771356783919598,
+      "loss": 0.3072,
+      "mlm_loss": 0.3072,
+      "step": 17100
+    },
+    {
+      "epoch": 13.19,
+      "eval_ep_loss": -2.6266889572143555,
+      "eval_loss": 0.2936928868293762,
+      "eval_mlm_loss": 0.2936928868293762,
+      "eval_runtime": 60.0035,
+      "eval_samples_per_second": 1164.416,
+      "eval_steps_per_second": 0.583,
+      "step": 17100
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.2,
+      "learning_rate": 0.000276821608040201,
+      "loss": 0.311,
+      "mlm_loss": 0.311,
+      "step": 17110
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.2,
+      "learning_rate": 0.0002765075376884422,
+      "loss": 0.3083,
+      "mlm_loss": 0.3083,
+      "step": 17120
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.21,
+      "learning_rate": 0.00027619346733668345,
+      "loss": 0.3102,
+      "mlm_loss": 0.3102,
+      "step": 17130
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.22,
+      "learning_rate": 0.0002758793969849246,
+      "loss": 0.3073,
+      "mlm_loss": 0.3073,
+      "step": 17140
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.23,
+      "learning_rate": 0.00027556532663316585,
+      "loss": 0.3107,
+      "mlm_loss": 0.3107,
+      "step": 17150
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.24,
+      "learning_rate": 0.000275251256281407,
+      "loss": 0.3076,
+      "mlm_loss": 0.3076,
+      "step": 17160
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.24,
+      "learning_rate": 0.00027493718592964825,
+      "loss": 0.3042,
+      "mlm_loss": 0.3042,
+      "step": 17170
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.25,
+      "learning_rate": 0.0002746231155778894,
+      "loss": 0.3121,
+      "mlm_loss": 0.3121,
+      "step": 17180
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.26,
+      "learning_rate": 0.00027430904522613065,
+      "loss": 0.3078,
+      "mlm_loss": 0.3078,
+      "step": 17190
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.27,
+      "learning_rate": 0.0002739949748743719,
+      "loss": 0.3111,
+      "mlm_loss": 0.3111,
+      "step": 17200
+    },
+    {
+      "epoch": 13.27,
+      "eval_ep_loss": -2.6017704010009766,
+      "eval_loss": 0.29203662276268005,
+      "eval_mlm_loss": 0.29203662276268005,
+      "eval_runtime": 61.3385,
+      "eval_samples_per_second": 1139.073,
+      "eval_steps_per_second": 0.571,
+      "step": 17200
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.27,
+      "learning_rate": 0.00027368090452261306,
+      "loss": 0.3096,
+      "mlm_loss": 0.3096,
+      "step": 17210
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.28,
+      "learning_rate": 0.0002733668341708543,
+      "loss": 0.3122,
+      "mlm_loss": 0.3122,
+      "step": 17220
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.29,
+      "learning_rate": 0.0002730527638190955,
+      "loss": 0.3051,
+      "mlm_loss": 0.3051,
+      "step": 17230
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.3,
+      "learning_rate": 0.0002727386934673367,
+      "loss": 0.3064,
+      "mlm_loss": 0.3064,
+      "step": 17240
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.31,
+      "learning_rate": 0.0002724246231155779,
+      "loss": 0.3129,
+      "mlm_loss": 0.3129,
+      "step": 17250
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.31,
+      "learning_rate": 0.0002721105527638191,
+      "loss": 0.3055,
+      "mlm_loss": 0.3055,
+      "step": 17260
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.32,
+      "learning_rate": 0.00027179648241206026,
+      "loss": 0.3152,
+      "mlm_loss": 0.3152,
+      "step": 17270
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.33,
+      "learning_rate": 0.0002714824120603015,
+      "loss": 0.3112,
+      "mlm_loss": 0.3112,
+      "step": 17280
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.34,
+      "learning_rate": 0.0002711683417085427,
+      "loss": 0.3106,
+      "mlm_loss": 0.3106,
+      "step": 17290
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.34,
+      "learning_rate": 0.00027085427135678395,
+      "loss": 0.3122,
+      "mlm_loss": 0.3122,
+      "step": 17300
+    },
+    {
+      "epoch": 13.34,
+      "eval_ep_loss": -2.469452381134033,
+      "eval_loss": 0.2916301488876343,
+      "eval_mlm_loss": 0.2916301488876343,
+      "eval_runtime": 62.1214,
+      "eval_samples_per_second": 1124.718,
+      "eval_steps_per_second": 0.563,
+      "step": 17300
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.35,
+      "learning_rate": 0.0002705402010050251,
+      "loss": 0.3103,
+      "mlm_loss": 0.3103,
+      "step": 17310
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.36,
+      "learning_rate": 0.00027022613065326635,
+      "loss": 0.3098,
+      "mlm_loss": 0.3098,
+      "step": 17320
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.37,
+      "learning_rate": 0.0002699120603015076,
+      "loss": 0.3068,
+      "mlm_loss": 0.3068,
+      "step": 17330
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.37,
+      "learning_rate": 0.00026959798994974875,
+      "loss": 0.3121,
+      "mlm_loss": 0.3121,
+      "step": 17340
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.38,
+      "learning_rate": 0.00026928391959799,
+      "loss": 0.3136,
+      "mlm_loss": 0.3136,
+      "step": 17350
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.39,
+      "learning_rate": 0.00026896984924623115,
+      "loss": 0.3065,
+      "mlm_loss": 0.3065,
+      "step": 17360
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.4,
+      "learning_rate": 0.0002686557788944723,
+      "loss": 0.3091,
+      "mlm_loss": 0.3091,
+      "step": 17370
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.41,
+      "learning_rate": 0.00026834170854271355,
+      "loss": 0.3121,
+      "mlm_loss": 0.3121,
+      "step": 17380
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.41,
+      "learning_rate": 0.0002680276381909548,
+      "loss": 0.3048,
+      "mlm_loss": 0.3048,
+      "step": 17390
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.42,
+      "learning_rate": 0.00026771356783919596,
+      "loss": 0.3055,
+      "mlm_loss": 0.3055,
+      "step": 17400
+    },
+    {
+      "epoch": 13.42,
+      "eval_ep_loss": -2.2017784118652344,
+      "eval_loss": 0.29138830304145813,
+      "eval_mlm_loss": 0.29138830304145813,
+      "eval_runtime": 62.7279,
+      "eval_samples_per_second": 1113.843,
+      "eval_steps_per_second": 0.558,
+      "step": 17400
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.43,
+      "learning_rate": 0.0002673994974874372,
+      "loss": 0.3153,
+      "mlm_loss": 0.3153,
+      "step": 17410
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.44,
+      "learning_rate": 0.0002670854271356784,
+      "loss": 0.3087,
+      "mlm_loss": 0.3087,
+      "step": 17420
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.44,
+      "learning_rate": 0.00026677135678391964,
+      "loss": 0.3082,
+      "mlm_loss": 0.3082,
+      "step": 17430
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.45,
+      "learning_rate": 0.0002664572864321608,
+      "loss": 0.3119,
+      "mlm_loss": 0.3119,
+      "step": 17440
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.46,
+      "learning_rate": 0.00026614321608040204,
+      "loss": 0.3083,
+      "mlm_loss": 0.3083,
+      "step": 17450
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.47,
+      "learning_rate": 0.0002658291457286432,
+      "loss": 0.3077,
+      "mlm_loss": 0.3077,
+      "step": 17460
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.47,
+      "learning_rate": 0.0002655150753768844,
+      "loss": 0.3129,
+      "mlm_loss": 0.3129,
+      "step": 17470
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.48,
+      "learning_rate": 0.0002652010050251256,
+      "loss": 0.3078,
+      "mlm_loss": 0.3078,
+      "step": 17480
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.49,
+      "learning_rate": 0.00026488693467336685,
+      "loss": 0.3105,
+      "mlm_loss": 0.3105,
+      "step": 17490
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.5,
+      "learning_rate": 0.00026460427135678393,
+      "loss": 0.3065,
+      "mlm_loss": 0.3065,
+      "step": 17500
+    },
+    {
+      "epoch": 13.5,
+      "eval_ep_loss": -2.5960159301757812,
+      "eval_loss": 0.2920810580253601,
+      "eval_mlm_loss": 0.2920810580253601,
+      "eval_runtime": 61.7515,
+      "eval_samples_per_second": 1131.455,
+      "eval_steps_per_second": 0.567,
+      "step": 17500
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.51,
+      "learning_rate": 0.00026429020100502516,
+      "loss": 0.3095,
+      "mlm_loss": 0.3095,
+      "step": 17510
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.51,
+      "learning_rate": 0.00026397613065326633,
+      "loss": 0.3073,
+      "mlm_loss": 0.3073,
+      "step": 17520
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.52,
+      "learning_rate": 0.0002636620603015075,
+      "loss": 0.3028,
+      "mlm_loss": 0.3028,
+      "step": 17530
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.53,
+      "learning_rate": 0.00026334798994974873,
+      "loss": 0.3029,
+      "mlm_loss": 0.3029,
+      "step": 17540
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.54,
+      "learning_rate": 0.00026303391959798996,
+      "loss": 0.311,
+      "mlm_loss": 0.311,
+      "step": 17550
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.54,
+      "learning_rate": 0.00026271984924623113,
+      "loss": 0.3038,
+      "mlm_loss": 0.3038,
+      "step": 17560
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.55,
+      "learning_rate": 0.00026240577889447236,
+      "loss": 0.306,
+      "mlm_loss": 0.306,
+      "step": 17570
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.56,
+      "learning_rate": 0.0002620917085427136,
+      "loss": 0.3034,
+      "mlm_loss": 0.3034,
+      "step": 17580
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.57,
+      "learning_rate": 0.0002617776381909548,
+      "loss": 0.3067,
+      "mlm_loss": 0.3067,
+      "step": 17590
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.58,
+      "learning_rate": 0.000261463567839196,
+      "loss": 0.3045,
+      "mlm_loss": 0.3045,
+      "step": 17600
+    },
+    {
+      "epoch": 13.58,
+      "eval_ep_loss": -2.6744961738586426,
+      "eval_loss": 0.29085445404052734,
+      "eval_mlm_loss": 0.29085445404052734,
+      "eval_runtime": 62.86,
+      "eval_samples_per_second": 1111.501,
+      "eval_steps_per_second": 0.557,
+      "step": 17600
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.58,
+      "learning_rate": 0.0002611494974874372,
+      "loss": 0.3031,
+      "mlm_loss": 0.3031,
+      "step": 17610
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.59,
+      "learning_rate": 0.0002608354271356784,
+      "loss": 0.3073,
+      "mlm_loss": 0.3073,
+      "step": 17620
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.6,
+      "learning_rate": 0.00026052135678391957,
+      "loss": 0.3032,
+      "mlm_loss": 0.3032,
+      "step": 17630
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.61,
+      "learning_rate": 0.0002602072864321608,
+      "loss": 0.3095,
+      "mlm_loss": 0.3095,
+      "step": 17640
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.61,
+      "learning_rate": 0.000259893216080402,
+      "loss": 0.3087,
+      "mlm_loss": 0.3087,
+      "step": 17650
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.62,
+      "learning_rate": 0.0002595791457286432,
+      "loss": 0.3051,
+      "mlm_loss": 0.3051,
+      "step": 17660
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.63,
+      "learning_rate": 0.0002592650753768844,
+      "loss": 0.3022,
+      "mlm_loss": 0.3022,
+      "step": 17670
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.64,
+      "learning_rate": 0.00025895100502512566,
+      "loss": 0.3001,
+      "mlm_loss": 0.3001,
+      "step": 17680
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.64,
+      "learning_rate": 0.00025863693467336683,
+      "loss": 0.3067,
+      "mlm_loss": 0.3067,
+      "step": 17690
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.65,
+      "learning_rate": 0.00025832286432160806,
+      "loss": 0.3094,
+      "mlm_loss": 0.3094,
+      "step": 17700
+    },
+    {
+      "epoch": 13.65,
+      "eval_ep_loss": -2.679147958755493,
+      "eval_loss": 0.2893053889274597,
+      "eval_mlm_loss": 0.2893053889274597,
+      "eval_runtime": 60.2876,
+      "eval_samples_per_second": 1158.928,
+      "eval_steps_per_second": 0.581,
+      "step": 17700
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.66,
+      "learning_rate": 0.0002580087939698493,
+      "loss": 0.3084,
+      "mlm_loss": 0.3084,
+      "step": 17710
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.67,
+      "learning_rate": 0.0002576947236180904,
+      "loss": 0.3066,
+      "mlm_loss": 0.3066,
+      "step": 17720
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.68,
+      "learning_rate": 0.00025738065326633163,
+      "loss": 0.3087,
+      "mlm_loss": 0.3087,
+      "step": 17730
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.68,
+      "learning_rate": 0.00025706658291457286,
+      "loss": 0.3045,
+      "mlm_loss": 0.3045,
+      "step": 17740
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.69,
+      "learning_rate": 0.0002567525125628141,
+      "loss": 0.3043,
+      "mlm_loss": 0.3043,
+      "step": 17750
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.7,
+      "learning_rate": 0.00025643844221105526,
+      "loss": 0.3035,
+      "mlm_loss": 0.3035,
+      "step": 17760
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.71,
+      "learning_rate": 0.0002561243718592965,
+      "loss": 0.3071,
+      "mlm_loss": 0.3071,
+      "step": 17770
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.71,
+      "learning_rate": 0.0002558103015075377,
+      "loss": 0.3083,
+      "mlm_loss": 0.3083,
+      "step": 17780
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.72,
+      "learning_rate": 0.0002554962311557789,
+      "loss": 0.3082,
+      "mlm_loss": 0.3082,
+      "step": 17790
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.73,
+      "learning_rate": 0.0002551821608040201,
+      "loss": 0.3055,
+      "mlm_loss": 0.3055,
+      "step": 17800
+    },
+    {
+      "epoch": 13.73,
+      "eval_ep_loss": -2.5126798152923584,
+      "eval_loss": 0.28990474343299866,
+      "eval_mlm_loss": 0.28990474343299866,
+      "eval_runtime": 60.9715,
+      "eval_samples_per_second": 1145.928,
+      "eval_steps_per_second": 0.574,
+      "step": 17800
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.74,
+      "learning_rate": 0.00025486809045226135,
+      "loss": 0.3067,
+      "mlm_loss": 0.3067,
+      "step": 17810
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.74,
+      "learning_rate": 0.00025455402010050247,
+      "loss": 0.3096,
+      "mlm_loss": 0.3096,
+      "step": 17820
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.75,
+      "learning_rate": 0.0002542399497487437,
+      "loss": 0.3064,
+      "mlm_loss": 0.3064,
+      "step": 17830
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.76,
+      "learning_rate": 0.0002539258793969849,
+      "loss": 0.3009,
+      "mlm_loss": 0.3009,
+      "step": 17840
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.77,
+      "learning_rate": 0.00025361180904522615,
+      "loss": 0.3049,
+      "mlm_loss": 0.3049,
+      "step": 17850
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.78,
+      "learning_rate": 0.00025329773869346733,
+      "loss": 0.3102,
+      "mlm_loss": 0.3102,
+      "step": 17860
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.78,
+      "learning_rate": 0.00025298366834170856,
+      "loss": 0.3072,
+      "mlm_loss": 0.3072,
+      "step": 17870
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.79,
+      "learning_rate": 0.0002526695979899498,
+      "loss": 0.2998,
+      "mlm_loss": 0.2998,
+      "step": 17880
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.8,
+      "learning_rate": 0.00025235552763819096,
+      "loss": 0.3057,
+      "mlm_loss": 0.3057,
+      "step": 17890
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.81,
+      "learning_rate": 0.0002520414572864322,
+      "loss": 0.3036,
+      "mlm_loss": 0.3036,
+      "step": 17900
+    },
+    {
+      "epoch": 13.81,
+      "eval_ep_loss": -2.5039594173431396,
+      "eval_loss": 0.28744441270828247,
+      "eval_mlm_loss": 0.28744441270828247,
+      "eval_runtime": 60.8163,
+      "eval_samples_per_second": 1148.853,
+      "eval_steps_per_second": 0.576,
+      "step": 17900
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.81,
+      "learning_rate": 0.0002517273869346734,
+      "loss": 0.303,
+      "mlm_loss": 0.303,
+      "step": 17910
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.82,
+      "learning_rate": 0.00025141331658291453,
+      "loss": 0.3072,
+      "mlm_loss": 0.3072,
+      "step": 17920
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.83,
+      "learning_rate": 0.00025109924623115576,
+      "loss": 0.3035,
+      "mlm_loss": 0.3035,
+      "step": 17930
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.84,
+      "learning_rate": 0.000250785175879397,
+      "loss": 0.3014,
+      "mlm_loss": 0.3014,
+      "step": 17940
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.84,
+      "learning_rate": 0.00025047110552763816,
+      "loss": 0.2989,
+      "mlm_loss": 0.2989,
+      "step": 17950
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.85,
+      "learning_rate": 0.0002501570351758794,
+      "loss": 0.3079,
+      "mlm_loss": 0.3079,
+      "step": 17960
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.86,
+      "learning_rate": 0.0002498429648241206,
+      "loss": 0.3044,
+      "mlm_loss": 0.3044,
+      "step": 17970
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.87,
+      "learning_rate": 0.00024952889447236185,
+      "loss": 0.3006,
+      "mlm_loss": 0.3006,
+      "step": 17980
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.88,
+      "learning_rate": 0.000249214824120603,
+      "loss": 0.303,
+      "mlm_loss": 0.303,
+      "step": 17990
+    },
+    {
+      "ep_loss": 0.0,
+      "epoch": 13.88,
+      "learning_rate": 0.0002489007537688442,
+      "loss": 0.3096,
+      "mlm_loss": 0.3096,
+      "step": 18000
+    },
+    {
+      "epoch": 13.88,
+      "eval_ep_loss": -2.4838016033172607,
+      "eval_loss": 0.2871261239051819,
+      "eval_mlm_loss": 0.2871261239051819,
+      "eval_runtime": 63.3763,
+      "eval_samples_per_second": 1102.447,
+      "eval_steps_per_second": 0.552,
+      "step": 18000
+    }
+  ],
+  "max_steps": 25920,
+  "num_train_epochs": 20,
+  "total_flos": 4.884832359913882e+18,
+  "trial_name": null,
+  "trial_params": null
+}