Update README.md

README.md

@@ -5,12 +5,8 @@ language:
 - de
 license: mit
 widget:
-- text: "ich glaub ich muss echt rewatchen like i [MASK] so empty was soll ich denn jetzt machen"
-  example_title: "Example 1"
 - text: "I don't get [MASK] er damit erreichen will."
   example_title: "Example 2"
-- text: "Sagt ein(e) Head(in) [MASK] research! Researchen Sie mal ein bisschen mehr."
-  example_title: "Example 3"
 ---
 
 # German-English Code-Switching BERT
@@ -18,7 +14,7 @@ widget:
 A BERT-based model trained with masked language modelling on a large corpus of German--English code-switching. It was introduced in [this paper](). This model is case sensitive.
 
 ## Overview
-- **Initializd language model:** bert-base-multilingual-cased   
+- **Initialized language model:** bert-base-multilingual-cased   
 - **Training data:** The TongueSwitcher Corpus
 - **Infrastructure**: 4x Nvidia A100 GPUs
 - **Published**: 16 October 2023
@@ -27,6 +23,7 @@ A BERT-based model trained with masked language modelling on a large corpus of G
 
 ```
 batch_size = 32
+epochs = 1
 n_steps = 191,950
 max_seq_len = 512
 learning_rate = 1e-4