thenewsupercell/DF_Image_VIT

README.md

@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model was trained from scratch on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0907
-- F1: 0.6394
+- Loss: 0.0500
+- F1: 0.8085
 
 ## Model description
 

all_results.json

@@ -1,13 +1,13 @@
 {
-    "epoch": 8.0,
-    "eval_f1": 0.7987616099071206,
-    "eval_loss": 0.04864257574081421,
-    "eval_runtime": 84.0497,
-    "eval_samples_per_second": 120.94,
-    "eval_steps_per_second": 7.567,
-    "total_flos": 4.566447964008677e+19,
-    "train_loss": 0.0017740661595287623,
-    "train_runtime": 6442.5194,
-    "train_samples_per_second": 91.467,
-    "train_steps_per_second": 5.717
+    "epoch": 12.0,
+    "eval_f1": 0.8085106382978723,
+    "eval_loss": 0.049953918904066086,
+    "eval_runtime": 84.8568,
+    "eval_samples_per_second": 119.79,
+    "eval_steps_per_second": 7.495,
+    "total_flos": 6.849671946013016e+19,
+    "train_loss": 0.0005868991143025554,
+    "train_runtime": 6465.7027,
+    "train_samples_per_second": 136.709,
+    "train_steps_per_second": 8.545
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 8.0,
-    "eval_f1": 0.7987616099071206,
-    "eval_loss": 0.04864257574081421,
-    "eval_runtime": 84.0497,
-    "eval_samples_per_second": 120.94,
-    "eval_steps_per_second": 7.567
+    "epoch": 12.0,
+    "eval_f1": 0.8085106382978723,
+    "eval_loss": 0.049953918904066086,
+    "eval_runtime": 84.8568,
+    "eval_samples_per_second": 119.79,
+    "eval_steps_per_second": 7.495
 }

train_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 8.0,
-    "total_flos": 4.566447964008677e+19,
-    "train_loss": 0.0017740661595287623,
-    "train_runtime": 6442.5194,
-    "train_samples_per_second": 91.467,
-    "train_steps_per_second": 5.717
+    "epoch": 12.0,
+    "total_flos": 6.849671946013016e+19,
+    "train_loss": 0.0005868991143025554,
+    "train_runtime": 6465.7027,
+    "train_samples_per_second": 136.709,
+    "train_steps_per_second": 8.545
 }