Corrected sarcasm model ID in Dockerfile pre-download

Dockerfile

@@ -12,15 +12,13 @@ COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt \
     && python -m textblob.download_corpora
 
-# --- ADD THESE LINES TO PRE-DOWNLOAD HUGGING FACE MODELS ---
-# You need to know the exact model IDs your sentiment and sarcasm scripts use.
-# I'll use common examples. Adjust if your models are different.
-# Example for Sentiment Model (adjust model name if yours is different):
+# --- UPDATED HUGGING FACE MODELS PRE-DOWNLOAD ---
+# Sentiment Model (already correct)
 RUN python -c "from transformers import pipeline; pipeline('sentiment-analysis', model='cardiffnlp/twitter-roberta-base-sentiment-latest')"
 
-# Example for Sarcasm Model (adjust model name if yours is different):
-RUN python -c "from transformers import AutoTokenizer, AutoModelForSequenceClassification; tokenizer = AutoTokenizer.from_pretrained('mrm8488/distilroberta-base-finetuned-sarcasm'); model = AutoModelForSequenceClassification.from_pretrained('mrm8488/distilroberta-base-finetuned-sarcasm')"
-# --- END OF ADDED LINES ---
+# Sarcasm/Irony Model (CORRECTED)
+RUN python -c "from transformers import AutoTokenizer, AutoModelForSequenceClassification; tokenizer = AutoTokenizer.from_pretrained('cardiffnlp/twitter-roberta-base-irony'); model = AutoModelForSequenceClassification.from_pretrained('cardiffnlp/twitter-roberta-base-irony')"
+# --- END OF UPDATED LINES ---
 
 # Copy the entire project directory into the container at /app
 COPY . .