Update README.md

README.md

@@ -54,22 +54,15 @@ inference:
     temperature: 1
 ---
 
- "Chinese (中文)", "Spanish (Español)", "Hindi (हिन्दी)", "Arabic (العربية)",
-    "Bengali (বাংলা)", "Portuguese (Português)", "Russian (Русский)", "Japanese (日本語)",
-    "German (Deutsch)", "Malay (Bahasa Melayu)", "Telugu (తెలుగు)",
-    "Vietnamese (Tiếng Việt)", "Korean (한국어)", "French (Français)", "Turkish (Türkçe)",
-    "Italian (Italiano)", "Polish (Polski)", "Ukrainian (Українська)",
-    "Tagalog", "Dutch (Nederlands)", "Swiss German (Schweizerdeutsch)"
 
 # 🚀 distilbert-based Multilingual Sentiment Classification Model
 
-TRY IT HERE: https://huggingface.co/spaces/vdmbrsv/sentiment-analysis-english-five-classes
+TRY IT HERE: `coming soon`
 
 
 # NEWS!
 
 - 2024/12: We are excited to introduce a multilingual sentiment model! Now you can analyze sentiment across multiple languages, enhancing your global reach.
-```
 
 ## Model Details
 - `Model Name:` tabularisai/multilingual-sentiment-analysis
@@ -111,7 +104,7 @@ Ideal for:
 
 Below is a Python example on how to use the multilingual sentiment model:
 
-```
+```python
 from transformers import AutoTokenizer, AutoModelForSequenceClassification
 import torch
 
@@ -160,26 +153,6 @@ for text in texts:
     print(f"Sentiment: {sentiment}\n")
 ```
 
-## Model Performance
-
-Example predictions:
-
-$$$
-1. "I absolutely loved this movie! The acting was superb and the plot was engaging."
-   Predicted Sentiment: Very Positive (English)
-
-2. "我讨厌这种无休止的争吵。"
-   Predicted Sentiment: Very Negative (Chinese)
-
-3. "El producto funciona como se espera. Nada especial, pero cumple con su función."
-   Predicted Sentiment: Neutral (Spanish)
-
-4. "هذا الكتاب غير حياتي! لقد تعلمت الكثير منه."
-   Predicted Sentiment: Very Positive (Arabic)
-
-5. "Я разочарован покупкой, это не так хорошо, как я надеялся."
-   Predicted Sentiment: Negative (Russian)
-$$$
 
 ## Training Procedure
 
@@ -199,6 +172,6 @@ Will be included.
 
 ## Contact
 
-For inquiries or private APIs, contact info@tabularis.ai
+For inquiries, private APIs, better models, contact info@tabularis.ai
 
 tabularis.ai