Didn't explore much, but it seems alpaca-lora has better results for coding tasks. One example I've used was: "Implement quicksort in python.". This is the resu

Didn't explore much, but it seems alpaca-lora has better results for coding tasks. One example I've used was: "Implement quicksort in python.". This is the result with Code alpaca: def quicksort(arr): if len(arr) < 2: return arr else: pivot = arr[len(arr) / 2] left_index = 0 right_index = len(arr) - 1 while left_index <= right_index: while arr[left_index] < pivot: left_index += 1 while arr[right_index] > pivot: right_index -= 1 if left_index <= right_index: temp = arr[left_index] arr[left_index] = arr[right_index] arr[right_index] = temp left_index += 1 right_index -= 1 return quicksort(arr[:left_index]) + [arr[left_index]] + quicksort(arr[right_index + 1:]) Alpaca lora result: def quicksort(arr): if len(arr) <= 1: return arr pivot = arr[0] left = [arr[i] for i in range(1, len(arr)) if arr[i] < pivot] right = [arr[i] for i in range(1, len(arr)) if arr[i] > pivot] return quicksort(left) + [pivot] + quicksort(right) Shorter and much cleaner, not to mention it works (code alpaca version is broken). Also it matches what ChatGPT generates for me.