End of training

README.md

@@ -1,11 +1,26 @@
 ---
+language:
+- en
 tags:
 - generated_from_trainer
+datasets:
+- glue
 metrics:
 - matthews_correlation
 model-index:
 - name: hBERTv2_data_aug_cola
-  results: []
+  results:
+  - task:
+      name: Text Classification
+      type: text-classification
+    dataset:
+      name: GLUE COLA
+      type: glue
+      args: cola
+    metrics:
+    - name: Matthews Correlation
+      type: matthews_correlation
+      value: 0.0
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -13,9 +28,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # hBERTv2_data_aug_cola
 
-This model is a fine-tuned version of [gokuls/bert_12_layer_model_v2](https://huggingface.co/gokuls/bert_12_layer_model_v2) on an unknown dataset.
+This model is a fine-tuned version of [gokuls/bert_12_layer_model_v2](https://huggingface.co/gokuls/bert_12_layer_model_v2) on the GLUE COLA dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6203
+- Loss: 0.6181
 - Matthews Correlation: 0.0
 
 ## Model description

all_results.json

@@ -2,13 +2,13 @@
     "epoch": 8.0,
     "eval_loss": 0.6180860996246338,
     "eval_matthews_correlation": 0.0,
-    "eval_runtime": 1.2367,
+    "eval_runtime": 1.2264,
     "eval_samples": 1043,
-    "eval_samples_per_second": 843.385,
-    "eval_steps_per_second": 4.043,
+    "eval_samples_per_second": 850.44,
+    "eval_steps_per_second": 4.077,
     "train_loss": 0.6065069872462107,
-    "train_runtime": 5819.7121,
+    "train_runtime": 5969.0208,
     "train_samples": 213609,
-    "train_samples_per_second": 1835.22,
-    "train_steps_per_second": 7.174
+    "train_samples_per_second": 1789.314,
+    "train_steps_per_second": 6.994
 }

eval_results.json

@@ -2,8 +2,8 @@
     "epoch": 8.0,
     "eval_loss": 0.6180860996246338,
     "eval_matthews_correlation": 0.0,
-    "eval_runtime": 1.2367,
+    "eval_runtime": 1.2264,
     "eval_samples": 1043,
-    "eval_samples_per_second": 843.385,
-    "eval_steps_per_second": 4.043
+    "eval_samples_per_second": 850.44,
+    "eval_steps_per_second": 4.077
 }

logs/events.out.tfevents.1677743079.serv-3317.65033.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ff44264b15daafa7b0fb471e342cf3f5d21c664c7dadb9dc8c2bc915351a26a
+size 375

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 8.0,
     "train_loss": 0.6065069872462107,
-    "train_runtime": 5819.7121,
+    "train_runtime": 5969.0208,
     "train_samples": 213609,
-    "train_samples_per_second": 1835.22,
-    "train_steps_per_second": 7.174
+    "train_samples_per_second": 1789.314,
+    "train_steps_per_second": 6.994
 }

trainer_state.json

@@ -17,9 +17,9 @@
       "epoch": 1.0,
       "eval_loss": 0.6237233281135559,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.226,
-      "eval_samples_per_second": 850.767,
-      "eval_steps_per_second": 4.078,
+      "eval_runtime": 1.2319,
+      "eval_samples_per_second": 846.646,
+      "eval_steps_per_second": 4.059,
       "step": 835
     },
     {
@@ -32,9 +32,9 @@
       "epoch": 2.0,
       "eval_loss": 0.6185952425003052,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2301,
-      "eval_samples_per_second": 847.869,
-      "eval_steps_per_second": 4.065,
+      "eval_runtime": 1.2376,
+      "eval_samples_per_second": 842.788,
+      "eval_steps_per_second": 4.04,
       "step": 1670
     },
     {
@@ -47,9 +47,9 @@
       "epoch": 3.0,
       "eval_loss": 0.6180860996246338,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2241,
-      "eval_samples_per_second": 852.069,
-      "eval_steps_per_second": 4.085,
+      "eval_runtime": 1.2346,
+      "eval_samples_per_second": 844.783,
+      "eval_steps_per_second": 4.05,
       "step": 2505
     },
     {
@@ -62,9 +62,9 @@
       "epoch": 4.0,
       "eval_loss": 0.6217709183692932,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2229,
-      "eval_samples_per_second": 852.888,
-      "eval_steps_per_second": 4.089,
+      "eval_runtime": 1.235,
+      "eval_samples_per_second": 844.562,
+      "eval_steps_per_second": 4.049,
       "step": 3340
     },
     {
@@ -77,9 +77,9 @@
       "epoch": 5.0,
       "eval_loss": 0.6211623549461365,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2257,
-      "eval_samples_per_second": 850.945,
-      "eval_steps_per_second": 4.079,
+      "eval_runtime": 1.2344,
+      "eval_samples_per_second": 844.918,
+      "eval_steps_per_second": 4.05,
       "step": 4175
     },
     {
@@ -92,9 +92,9 @@
       "epoch": 6.0,
       "eval_loss": 0.6185929179191589,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2236,
-      "eval_samples_per_second": 852.395,
-      "eval_steps_per_second": 4.086,
+      "eval_runtime": 1.2333,
+      "eval_samples_per_second": 845.728,
+      "eval_steps_per_second": 4.054,
       "step": 5010
     },
     {
@@ -107,9 +107,9 @@
       "epoch": 7.0,
       "eval_loss": 0.618870735168457,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2256,
-      "eval_samples_per_second": 851.023,
-      "eval_steps_per_second": 4.08,
+      "eval_runtime": 1.2325,
+      "eval_samples_per_second": 846.237,
+      "eval_steps_per_second": 4.057,
       "step": 5845
     },
     {
@@ -122,9 +122,9 @@
       "epoch": 8.0,
       "eval_loss": 0.6202924847602844,
       "eval_matthews_correlation": 0.0,
-      "eval_runtime": 1.2276,
-      "eval_samples_per_second": 849.649,
-      "eval_steps_per_second": 4.073,
+      "eval_runtime": 1.2311,
+      "eval_samples_per_second": 847.224,
+      "eval_steps_per_second": 4.061,
       "step": 6680
     },
     {
@@ -132,9 +132,9 @@
       "step": 6680,
       "total_flos": 2.1284586608656384e+17,
       "train_loss": 0.6065069872462107,
-      "train_runtime": 5819.7121,
-      "train_samples_per_second": 1835.22,
-      "train_steps_per_second": 7.174
+      "train_runtime": 5969.0208,
+      "train_samples_per_second": 1789.314,
+      "train_steps_per_second": 6.994
     }
   ],
   "max_steps": 41750,