From 512821511f3974c40964cbd3e83d2434ac1caf74 Mon Sep 17 00:00:00 2001 From: Umar Javed Date: Tue, 28 Oct 2025 12:01:47 +0500 Subject: [PATCH] changes to prompt, hyperparameters --- week6/community-contributions/w6d5/w6d5.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/week6/community-contributions/w6d5/w6d5.py b/week6/community-contributions/w6d5/w6d5.py index 2e4a0ab..0e0e14d 100644 --- a/week6/community-contributions/w6d5/w6d5.py +++ b/week6/community-contributions/w6d5/w6d5.py @@ -396,13 +396,12 @@ def main(): print("\nCheck the generated chart for detailed RMSLE metrics!") print("\nPrice prediction fine-tuning process completed!") - print("\nImproved configuration to prevent overfitting:") print(" Uses pickle files (train.pkl, test.pkl)") print(" 750 training examples, 100 validation examples") - print(" 1 epoch to prevent overfitting") - print(" Learning rate: 0.5 (higher for better generalization)") - print(" Batch size: 8 (larger for stability)") - print(" Assertive system prompt (forces predictions)") + print(" 1 epoch") + print(" Learning rate: 0.5") + print(" Batch size: 8") + print(" Assertive system prompt") print(" Proper RMSLE evaluation using Tester class") print(" Weights and Biases integration")