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changes to prompt, hyperparameters

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This commit is contained in:
Umar Javed
2025-10-28 12:01:47 +05:00
parent 42b2db426e
commit 512821511f
1 changed files with 4 additions and 5 deletions
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9
week6/community-contributions/w6d5/w6d5.py
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@@ -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")