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[ { "from": "human", "value": "Implement a token bucket rate limiter with configurable capacity and refill rate." }, { "from": "gpt", "value": "<think>\nThe user wants me to implement a token bucket rate limiter with configurable capacity and refill rate. I'll implement this in a clean, production...
[ { "from": "human", "value": "Write a function that merges overlapping intervals and returns the simplified list." }, { "from": "gpt", "value": "<think>\nWe need to write a function that merges overlapping intervals and returns the simplified list. The problem is straightforward: given a list of ...
[ { "from": "human", "value": "Build a parser that converts a simple markdown document into semantic HTML." }, { "from": "gpt", "value": "<think>\nThe user wants me to build a parser that converts simple markdown into semantic HTML. I'll create a comprehensive markdown parser that handles common m...
[ { "from": "human", "value": "Refactor a nested callback chain into an async flow with clear error handling." }, { "from": "gpt", "value": "<think>\nWe need to understand the user's request: \"Refactor a nested callback chain into an async flow with clear error handling.\" Probably the user wants...
[ { "from": "human", "value": "Create a command-line tool that scans a folder and reports duplicate files by checksum." }, { "from": "gpt", "value": "<think>\nThe user wants me to create a command-line tool that scans a folder and reports duplicate files by checksum. I'll build this in Python sinc...
[ { "from": "human", "value": "Write tests for a retry helper that uses exponential backoff and jitter." }, { "from": "gpt", "value": "<think>\nWe need to write tests for a retry helper function that uses exponential backoff and jitter. The user didn't provide the actual implementation, so we need...
[ { "from": "human", "value": "Implement a cache with TTL eviction and least-recently-used replacement." }, { "from": "gpt", "value": "<think>\nWe need to implement a cache with TTL eviction and LRU replacement. The user likely wants a data structure that supports put(key, value, ttl) and get(key)...
[ { "from": "human", "value": "Debug a race condition in a worker queue that occasionally drops jobs." }, { "from": "gpt", "value": "<think>\nWe need to debug a race condition in a worker queue that occasionally drops jobs. The user wants a solution or analysis. As an AI, I should provide a struct...
[ { "from": "human", "value": "Design a data model for storing user preferences with versioned migrations." }, { "from": "gpt", "value": "<think>\nWe need to design a data model for storing user preferences with versioned migrations. This is a broad request. The user likely wants a database schema...
[ { "from": "human", "value": "Add pagination to an API endpoint that returns large result sets." }, { "from": "gpt", "value": "<think>\nWe need to add pagination to an API endpoint that returns large result sets. The user likely expects guidance on how to implement pagination, including parameter...
[ { "from": "human", "value": "Write a function that finds the longest substring without repeating characters." }, { "from": "gpt", "value": "<think>\nWe need to write a function that finds the longest substring without repeating characters. The user didn't specify language, so I'll assume Python ...
[ { "from": "human", "value": "Implement a breadth-first search that returns the shortest path in an unweighted graph." }, { "from": "gpt", "value": "<think>\nWe need to implement BFS to find shortest path in unweighted graph. The user didn't specify language, input/output format, etc. Probably ex...
[ { "from": "human", "value": "Create a small logging utility with levels, timestamps, and structured metadata." }, { "from": "gpt", "value": "<think>\nWe need to create a small logging utility with levels, timestamps, and structured metadata. The user didn't specify language, but likely wants a c...
[ { "from": "human", "value": "Refactor a large switch statement into a more maintainable dispatch table." }, { "from": "gpt", "value": "<think>\nWe need to provide a solution for refactoring a large switch statement into a dispatch table. The user didn't provide specific code, so we need to give ...
[ { "from": "human", "value": "Write a SQL query that finds customers with more than three failed payments." }, { "from": "gpt", "value": "<think>\nWe need to write a SQL query to find customers with more than three failed payments. We assume a typical database schema: a 'payments' table with fiel...
[ { "from": "human", "value": "Implement a trie that supports insert, search, and prefix lookup." }, { "from": "gpt", "value": "<think>\nWe need to implement a trie (prefix tree) that supports insert, search, and prefix lookup (startsWith). The user asks: \"Implement a trie that supports insert, s...
[ { "from": "human", "value": "Create a file watcher that reruns a task whenever source files change." }, { "from": "gpt", "value": "<think>\nWe need to create a file watcher that reruns a task whenever source files change. This is a common requirement for development workflows, similar to tools l...
[ { "from": "human", "value": "Optimize a slow loop that repeatedly recalculates the same derived value." }, { "from": "gpt", "value": "<think>\nWe need to provide a response about optimizing a slow loop that repeatedly recalculates the same derived value. The user's query is concise: \"Optimize a...
[ { "from": "human", "value": "Write a function that serializes an object graph while handling circular references." }, { "from": "gpt", "value": "<think>\nWe need to write a function that serializes an object graph while handling circular references. The user expects a coding solution. Probably i...
[ { "from": "human", "value": "Add unit tests for a date parser that accepts multiple input formats." }, { "from": "gpt", "value": "<think>\nWe need to add unit tests for a date parser that accepts multiple input formats. The user doesn't provide the actual parser implementation, so we need to wri...
[ { "from": "human", "value": "Implement a debounce helper that preserves the latest arguments and return value." }, { "from": "gpt", "value": "<think>\nWe need to implement a debounce helper. The user wants: \"a debounce helper that preserves the latest arguments and return value.\" This likely m...
[ { "from": "human", "value": "Create a React component that renders a searchable, keyboard-friendly list." }, { "from": "gpt", "value": "<think>\nWe need to create a React component for a searchable, keyboard-friendly list. This is a common UI pattern (like a command palette, autocomplete dropdow...
[ { "from": "human", "value": "Write a function that groups anagrams while preserving input order within groups." }, { "from": "gpt", "value": "<think>\nWe need to write a function that groups anagrams while preserving input order within groups. The problem statement is straightforward: given a li...
[ { "from": "human", "value": "Design a background job system that retries failures and records attempt history." }, { "from": "gpt", "value": "<think>\nWe need to design a background job system with retries and attempt history. This is a system design question. We should cover:\n\n- Requirements:...
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Mini-Mixed-Thoughts

Mini-Mixed-Thoughts is a small, high-density multi-domain reasoning and structured JSON fine-tuning dataset tailored for language models.

This dataset is not made by ertghiu256. It is a combination of open-source available datasets:

  • Banaxi-Tech/Deepseek-V4-Reasoning-Code-2500
  • allenai/Dolci-Think-SFT-7B
  • r0b0tlab/qwen3.8-max-glm5.2-kimi-k3-distillation
  • open-r1/Mixture-of-Thoughts
  • Custom synthetic DeepSeek-generated JSON reasoning traces from DeepSeek-V4-Flash-0731
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