Fixed stop word bug

Stop words were being ignored and greatly altering topic readability.

config.json

@@ -7,11 +7,56 @@
     1,
     1
   ],
-  "nr_topics": 20,
-  "seed_topic_list": null,
+  "nr_topics": "auto",
+  "seed_topic_list": [
+    [
+      "billing",
+      "charge",
+      "payment",
+      "fee",
+      "autopay",
+      "credit card",
+      "account"
+    ],
+    [
+      "phone",
+      "hold",
+      "call",
+      "representative",
+      "rude",
+      "worst",
+      "monopoly"
+    ],
+    [
+      "missed",
+      "pickup",
+      "skipped",
+      "failed",
+      "weeks",
+      "friday",
+      "app"
+    ],
+    [
+      "lid",
+      "driveway",
+      "damage",
+      "property",
+      "knocked",
+      "broke",
+      "bin"
+    ],
+    [
+      "driver",
+      "friendly",
+      "smile",
+      "appreciate",
+      "helpful",
+      "courteous"
+    ]
+  ],
   "top_n_words": 10,
   "verbose": false,
   "zeroshot_min_similarity": 0.7,
   "zeroshot_topic_list": null,
-  "embedding_model": "sentence-transformers/all-mpnet-base-v2"
+  "embedding_model": "all-MiniLM-L6-v2"
 }

ctfidf.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:db885d3450f99027e35ce058e36d258d618385e62274e759d6cf0a3d52ba857d
-size 83332
+oid sha256:31ffa3b4b89a138c055b8e406d7ef2ed82b9d42bd6830d79eb17ab23ba17fb81
+size 38276

ctfidf_config.json

@@ -13,1440 +13,1335 @@
       "lowercase": true,
       "max_df": 1.0,
       "max_features": null,
-      "min_df": 3,
+      "min_df": 2,
       "ngram_range": [
         1,
-        3
+        1
       ],
       "stop_words": [
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+        "where",
+        "over",
+        "therein",
+        "everything",
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+        "mine",
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+        "hence",
+        "either",
+        "wherever",
+        "below",
+        "i",
+        "alone",
+        "should",
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+        "nothing",
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+        "something",
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+        "among",
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+        "what",
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+        "when",
+        "whence",
+        "move",
+        "meanwhile",
         "we",
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+        "seem",
+        "moreover",
+        "elsewhere",
+        "con",
+        "without",
+        "myself",
+        "bottom",
+        "anyhow",
+        "whatever",
+        "will",
+        "have",
+        "amoungst",
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+        "often",
+        "himself",
+        "whoever",
+        "to",
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+        "twelve",
+        "even",
+        "may",
+        "three",
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+        "itself",
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+        "thereupon",
+        "rather",
+        "detail",
+        "others",
+        "via",
+        "whereupon",
+        "whether",
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         "after",
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-        "on",
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+        "here",
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+        "interest",
+        "fifteen",
+        "all",
+        "he",
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       ],
       "strip_accents": null,
       "token_pattern": "(?u)\\b\\w\\w+\\b",
       "vocabulary": null
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