End of training

Browse files

Files changed (8) hide show

README.md +4 -1
all_results.json +7 -7
args.bin +1 -1
eval_nbest_predictions.json +2 -2
eval_predictions.json +0 -0
eval_results.json +3 -3
train_results.json +5 -5
trainer_state.json +12 -198

README.md CHANGED Viewed

@@ -2,7 +2,10 @@
 license: apache-2.0
 base_model: distilbert-base-uncased
 tags:
 - generated_from_trainer
 model-index:
 - name: out
   results: []
@@ -13,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 # out
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
 ## Model description

 license: apache-2.0
 base_model: distilbert-base-uncased
 tags:
+- question-answering
 - generated_from_trainer
+datasets:
+- squad
 model-index:
 - name: out
   results: []
 # out
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the squad dataset.
 ## Model description

all_results.json CHANGED Viewed

@@ -1,11 +1,11 @@
 {
-    "epoch": 100.0,
     "eval_samples": 5000,
-    "exact_match": 38.78,
-    "f1": 49.77281879399985,
-    "train_loss": 0.15928955945619352,
-    "train_runtime": 2364.7944,
     "train_samples": 5000,
-    "train_samples_per_second": 211.435,
-    "train_steps_per_second": 6.639
 }

 {
+    "epoch": 3.0,
     "eval_samples": 5000,
+    "exact_match": 55.94,
+    "f1": 66.02639589699918,
+    "train_loss": 1.745846888062301,
+    "train_runtime": 72.9669,
     "train_samples": 5000,
+    "train_samples_per_second": 205.573,
+    "train_steps_per_second": 6.455
 }

args.bin CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e487e45369f7ed4c3a457a7a1bc11000c203d2ec9bcad825bd40329736fe5301
 size 5652

 version https://git-lfs.github.com/spec/v1
+oid sha256:e557c72c40d779923133f58dc3cb21d7c53c982488da5e3e7895326c83de207b
 size 5652

eval_nbest_predictions.json CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:30817220b7512e944ac3582c72535a287e4394685838e42fa00f5fba592aef2e
-size 23123501

 version https://git-lfs.github.com/spec/v1
+oid sha256:6a21b7e29fc101babf47022be93e4bc5edbc45a50588f7444588e52dbd5bbd03
+size 22834956

eval_predictions.json CHANGED Viewed

The diff for this file is too large to render. See raw diff

eval_results.json CHANGED Viewed

@@ -1,6 +1,6 @@
 {
-    "epoch": 100.0,
     "eval_samples": 5000,
-    "exact_match": 38.78,
-    "f1": 49.77281879399985
 }

 {
+    "epoch": 3.0,
     "eval_samples": 5000,
+    "exact_match": 55.94,
+    "f1": 66.02639589699918
 }

train_results.json CHANGED Viewed

@@ -1,8 +1,8 @@
 {
-    "epoch": 100.0,
-    "train_loss": 0.15928955945619352,
-    "train_runtime": 2364.7944,
     "train_samples": 5000,
-    "train_samples_per_second": 211.435,
-    "train_steps_per_second": 6.639
 }

 {
+    "epoch": 3.0,
+    "train_loss": 1.745846888062301,
+    "train_runtime": 72.9669,
     "train_samples": 5000,
+    "train_samples_per_second": 205.573,
+    "train_steps_per_second": 6.455
 }

trainer_state.json CHANGED Viewed

@@ -1,214 +1,28 @@
 {
   "best_metric": null,
   "best_model_checkpoint": null,
-  "epoch": 100.0,
   "eval_steps": 500,
-  "global_step": 15700,
   "is_hyper_param_search": false,
   "is_local_process_zero": true,
   "is_world_process_zero": true,
   "log_history": [
     {
-      "epoch": 3.18,
-      "learning_rate": 4.840764331210191e-05,
-      "loss": 1.5811,
-      "step": 500
-    },
-    {
-      "epoch": 6.37,
-      "learning_rate": 4.681528662420383e-05,
-      "loss": 0.2979,
-      "step": 1000
-    },
-    {
-      "epoch": 9.55,
-      "learning_rate": 4.522292993630574e-05,
-      "loss": 0.1303,
-      "step": 1500
-    },
-    {
-      "epoch": 12.74,
-      "learning_rate": 4.3630573248407646e-05,
-      "loss": 0.0811,
-      "step": 2000
-    },
-    {
-      "epoch": 15.92,
-      "learning_rate": 4.2038216560509556e-05,
-      "loss": 0.0603,
-      "step": 2500
-    },
-    {
-      "epoch": 19.11,
-      "learning_rate": 4.044585987261147e-05,
-      "loss": 0.0594,
-      "step": 3000
-    },
-    {
-      "epoch": 22.29,
-      "learning_rate": 3.885350318471338e-05,
-      "loss": 0.0659,
-      "step": 3500
-    },
-    {
-      "epoch": 25.48,
-      "learning_rate": 3.7261146496815283e-05,
-      "loss": 0.0848,
-      "step": 4000
-    },
-    {
-      "epoch": 28.66,
-      "learning_rate": 3.56687898089172e-05,
-      "loss": 0.1071,
-      "step": 4500
-    },
-    {
-      "epoch": 31.85,
-      "learning_rate": 3.407643312101911e-05,
-      "loss": 0.186,
-      "step": 5000
-    },
-    {
-      "epoch": 35.03,
-      "learning_rate": 3.248407643312102e-05,
-      "loss": 0.2398,
-      "step": 5500
-    },
-    {
-      "epoch": 38.22,
-      "learning_rate": 3.089171974522293e-05,
-      "loss": 0.3481,
-      "step": 6000
-    },
-    {
-      "epoch": 41.4,
-      "learning_rate": 2.929936305732484e-05,
-      "loss": 0.4227,
-      "step": 6500
-    },
-    {
-      "epoch": 44.59,
-      "learning_rate": 2.7707006369426753e-05,
-      "loss": 0.4091,
-      "step": 7000
-    },
-    {
-      "epoch": 47.77,
-      "learning_rate": 2.6114649681528662e-05,
-      "loss": 0.3251,
-      "step": 7500
-    },
-    {
-      "epoch": 50.96,
-      "learning_rate": 2.4522292993630575e-05,
-      "loss": 0.2278,
-      "step": 8000
-    },
-    {
-      "epoch": 54.14,
-      "learning_rate": 2.2929936305732484e-05,
-      "loss": 0.1192,
-      "step": 8500
-    },
-    {
-      "epoch": 57.32,
-      "learning_rate": 2.1337579617834397e-05,
-      "loss": 0.0682,
-      "step": 9000
-    },
-    {
-      "epoch": 60.51,
-      "learning_rate": 1.974522292993631e-05,
-      "loss": 0.0419,
-      "step": 9500
-    },
-    {
-      "epoch": 63.69,
-      "learning_rate": 1.8152866242038215e-05,
-      "loss": 0.0289,
-      "step": 10000
-    },
-    {
-      "epoch": 66.88,
-      "learning_rate": 1.6560509554140128e-05,
-      "loss": 0.0205,
-      "step": 10500
-    },
-    {
-      "epoch": 70.06,
-      "learning_rate": 1.4968152866242039e-05,
-      "loss": 0.0197,
-      "step": 11000
-    },
-    {
-      "epoch": 73.25,
-      "learning_rate": 1.337579617834395e-05,
-      "loss": 0.0184,
-      "step": 11500
-    },
-    {
-      "epoch": 76.43,
-      "learning_rate": 1.178343949044586e-05,
-      "loss": 0.0104,
-      "step": 12000
-    },
-    {
-      "epoch": 79.62,
-      "learning_rate": 1.0191082802547772e-05,
-      "loss": 0.0094,
-      "step": 12500
-    },
-    {
-      "epoch": 82.8,
-      "learning_rate": 8.598726114649681e-06,
-      "loss": 0.0071,
-      "step": 13000
-    },
-    {
-      "epoch": 85.99,
-      "learning_rate": 7.006369426751593e-06,
-      "loss": 0.0064,
-      "step": 13500
-    },
-    {
-      "epoch": 89.17,
-      "learning_rate": 5.414012738853504e-06,
-      "loss": 0.0077,
-      "step": 14000
-    },
-    {
-      "epoch": 92.36,
-      "learning_rate": 3.821656050955414e-06,
-      "loss": 0.0052,
-      "step": 14500
-    },
-    {
-      "epoch": 95.54,
-      "learning_rate": 2.229299363057325e-06,
-      "loss": 0.0049,
-      "step": 15000
-    },
-    {
-      "epoch": 98.73,
-      "learning_rate": 6.369426751592357e-07,
-      "loss": 0.0056,
-      "step": 15500
-    },
-    {
-      "epoch": 100.0,
-      "step": 15700,
-      "total_flos": 4.8994912512e+16,
-      "train_loss": 0.15928955945619352,
-      "train_runtime": 2364.7944,
-      "train_samples_per_second": 211.435,
-      "train_steps_per_second": 6.639
     }
   ],
   "logging_steps": 500,
-  "max_steps": 15700,
-  "num_train_epochs": 100,
   "save_steps": 500,
-  "total_flos": 4.8994912512e+16,
   "trial_name": null,
   "trial_params": null
 }

 {
   "best_metric": null,
   "best_model_checkpoint": null,
+  "epoch": 3.0,
   "eval_steps": 500,
+  "global_step": 471,
   "is_hyper_param_search": false,
   "is_local_process_zero": true,
   "is_world_process_zero": true,
   "log_history": [
     {
+      "epoch": 3.0,
+      "step": 471,
+      "total_flos": 1469847375360000.0,
+      "train_loss": 1.745846888062301,
+      "train_runtime": 72.9669,
+      "train_samples_per_second": 205.573,
+      "train_steps_per_second": 6.455
     }
   ],
   "logging_steps": 500,
+  "max_steps": 471,
+  "num_train_epochs": 3,
   "save_steps": 500,
+  "total_flos": 1469847375360000.0,
   "trial_name": null,
   "trial_params": null
 }