main_config changes - WIP

main_config

@@ -56,16 +56,36 @@ num_images = 1
 gpt_provider = "openai"
 
 # Mention which model of the above provider to use.
-model="gpt-3.5-turbo-0125"
+model = "gpt-3.5-turbo-0125"
 
 # Temperature is a parameter that controls the “creativity” or randomness of the text generated by GPT.
 # greater determinism and higher values indicating more randomness.
 # while a lower temperature (e.g., 0.2) makes the output more deterministic and focused (thus, getting flagged as AI content).
 temperature = 0.6
 
+# Top-p sampling is particularly useful in scenarios where you want to control the level of diversity in the generated text. 
+# By adjusting the threshold p, you can influence the diversity of the generated sequences. 
+# A lower top_p will lead to more diverse but potentially less coherent outputs, 
+# while a higher top_p will produce more conservative outputs with higher probability tokens.
+top_p = 0.9
 
-top_p=0.9 
-max_tokens=4096
-n=1
+# "Max tokens" is a parameter that determines the maximum length of the output sequence generated by a model, 
+# usually measured in the number of tokens (words or subwords). 
+# It helps control the length of generated text and manage computational resources during text generation tasks.
+max_tokens = 4096
 
+# "n" represents the number of words or characters grouped together in a sequence when analyzing text. 
+# For example, if "n" is 2, we're looking at pairs of words (bigrams), 
+# if "n" is 3, we're looking at groups of three words (trigrams), and so on. 
+# It helps us understand patterns and relationships between words in a piece of text.
+n = 1
 
+# The frequency penalty parameter, ranging from -1 to 1, influences word selection during text generation. 
+# Higher values favor less common words, promoting diversity, while lower values favor common words, leading to more predictable text.
+frequency_penalty = 1
+
+# Presence Penalty encourages the use of diverse words by discouraging repetition. 
+# It encourages the model to avoid using the same words repeatedly and prompts it to generate varied text by suggesting, 
+# "Try using different words instead of repeating the same ones."
+# from -2 (more flexible while generating text) to 2 (strong discouragement in repetition).
+presence_penalty = 1