Update README.md

README.md

@@ -83,11 +83,11 @@ https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework
 Google-colab notebook for reproduction: 
 https://colab.research.google.com/github/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework/blob/main/Reasoning_for_Sentiment_Analysis_Framework.ipynb
 
-**Setup:** `Flan-T5-base`, output up to 300 tokens, 5 epochs, 16-batch size.
+**Setup:** `Flan-T5-base`, output up to 300 tokens, 16-batch size.
 
 **GPU:** `NVidia-A100`, ~4 min/epoch, temperature 1.0, float 32
 
-The overall training process took **4 epochs**.
+The overall training process took **5 epochs**.
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64e62d11d27a8292c3637f86/JwCP0EIe6q1VVdNrTzPQl.png)
 
@@ -118,11 +118,11 @@ The test evaluation for this model [showcases](https://arxiv.org/abs/2404.12342)
 Below is the log of the training process that showcases the final peformance on the RuSentNE-2023 `test` set after 4 epochs (lines 5-6):
 ```tsv
     F1_PN  F1_PN0  default   mode
-0  60.270  69.261   69.261  valid
-1  66.226  73.596   73.596  valid
-2  65.704  73.675   73.675  valid
-3  66.729  74.186   74.186  valid
-4  67.314  74.669   74.669  valid
-5  62.715  71.001   71.001   test
-6  62.715  71.001   71.001   test
+0  45.523  59.375   59.375  valid
+1  62.345  70.260   70.260  valid
+2  62.722  70.704   70.704  valid
+3  62.721  70.671   70.671  valid
+4  62.357  70.247   70.247  valid
+5  60.024  68.171   68.171   test
+6  60.024  68.171   68.171   test
 ```