Adding additional descriptions (improving the text) and adding link to the huggingface dataset.

app.py

@@ -2,8 +2,6 @@ import os
 import pandas as pd
 import utils
 import base64
-import shutil
-import zipfile
 from flask import Flask, render_template, request, redirect, url_for
 from postmarker.core import PostmarkClient
 from werkzeug.utils import secure_filename
@@ -61,7 +59,7 @@ def index():
 @app.route('/model/<model_name>')
 def model_detail(model_name):
 
-    df = pd.read_csv(f'static/figures/{model_name}/cfa_metrics.csv')
+    df = pd.read_csv(f'static/models_data/{model_name}/cfa_metrics.csv')
 
     df = df.round(3)
     df.insert(0, '#', '')
@@ -78,7 +76,21 @@ def model_detail(model_name):
     classes = 'table table-striped table-bordered'
     cfa_table_html = df.to_html(classes=classes, escape=False, index=False)
 
-    return render_template('model_detail.html', model_name=model_name, cfa_table_html=cfa_table_html)
+    # Load model specific description
+    model_detail_file = f'static/models_data/{model_name}/model_detail.html'
+    if os.path.exists(model_detail_file):
+        # If the file exists, open and read the HTML file as a string
+        with open(model_detail_file, 'r', encoding='utf-8') as file:
+            model_detail = file.read()
+    else:
+        model_detail = "<p>No additional detail is provided for this model.</p>"
+
+    return render_template(
+        'model_detail.html',
+        model_name=model_name,
+        model_detail=model_detail,
+        cfa_table_html=cfa_table_html
+    )
 
 @app.route('/about')
 def about():

static/models_data/Mistral-Large-Instruct-2407/model_detail.html

@@ -0,0 +1 @@
+<p>This model was released by Mistral AI</p>