I will custom dsa training data for llms python problems with cot reasoning

Train your coding LLM on production-grade DSA data not scraped LeetCode clones

I provide a premium, original Python DSA dataset built specifically for LLM training, fine-tuning, and evaluation. Each problem is a complete, self-contained training example not just a question and answer.

855+ unique coding problems, each including:

ComponentDescriptionPrompt

Detailed problem statement with constraints, input/output specs, and validation rules

Reasoning

Step-by-step chain-of-thought explaining approach, algorithm choice, and edge cases

Solution

Working Python implementation

Tests

Multiple test cases with assertions to verify correctness

Why this dataset is different

Most coding datasets online are:

• Scraped from public sources (copyright / duplication risk)
• Missing reasoning traces (bad for CoT / RLHF training)
• Trivial or repetitive (models memorize, don't generalize)
• Untested (solutions may be wrong)

Mine is built for AI training from the ground up:

• Original scenarios real-world styled problems (supply chain, network optimization, resource allocation), not copy-paste LeetCode titles
• Full reasoning chains ideal for training models that think before they code
• Verified solutions + test s