Modelo de ViT Version 1.0.0

README.md

@@ -2,6 +2,7 @@
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
+- image-classification
 - generated_from_trainer
 metrics:
 - accuracy
@@ -15,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # vit_models
 
-This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
+This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the beans dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.0299
 - Accuracy: 0.9774

all_results.json

@@ -1,13 +1,13 @@
 {
     "epoch": 4.0,
-    "eval_accuracy": 0.9924812030075187,
-    "eval_loss": 0.04752545803785324,
-    "eval_runtime": 3.2215,
-    "eval_samples_per_second": 41.285,
-    "eval_steps_per_second": 5.277,
+    "eval_accuracy": 0.9774436090225563,
+    "eval_loss": 0.029863391071558,
+    "eval_runtime": 3.137,
+    "eval_samples_per_second": 42.398,
+    "eval_steps_per_second": 5.419,
     "total_flos": 3.205097416476426e+17,
-    "train_loss": 0.12688368177757814,
-    "train_runtime": 235.4702,
-    "train_samples_per_second": 17.565,
-    "train_steps_per_second": 2.208
+    "train_loss": 0.1251147744174187,
+    "train_runtime": 245.7854,
+    "train_samples_per_second": 16.828,
+    "train_steps_per_second": 2.116
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 4.0,
-    "eval_accuracy": 0.9924812030075187,
-    "eval_loss": 0.04752545803785324,
-    "eval_runtime": 3.2215,
-    "eval_samples_per_second": 41.285,
-    "eval_steps_per_second": 5.277
+    "eval_accuracy": 0.9774436090225563,
+    "eval_loss": 0.029863391071558,
+    "eval_runtime": 3.137,
+    "eval_samples_per_second": 42.398,
+    "eval_steps_per_second": 5.419
 }

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 4.0,
     "total_flos": 3.205097416476426e+17,
-    "train_loss": 0.12688368177757814,
-    "train_runtime": 235.4702,
-    "train_samples_per_second": 17.565,
-    "train_steps_per_second": 2.208
+    "train_loss": 0.1251147744174187,
+    "train_runtime": 245.7854,
+    "train_samples_per_second": 16.828,
+    "train_steps_per_second": 2.116
 }