code-explanation
code_with_explanationscode-explanation-sft-100k
Code Explanation SFT (100K)
100,000 ShareGPT conversations demonstrating high-quality code explanation across 10 programming languages and 22 technical concepts. Each example explains real code clearly — with line-by-line breakdowns, analogies for unfamiliar concepts, practical examples, and audience-appropriate vocabulary.
Motivation
Code explanation is one of the most common developer tool use cases — and models routinely fail at it:
Superficial explanations:… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/code-explanation-sft-100k.repro-explanations-code
Reproduction: Explanations are a Means to an End (fVso2kGVrF)
Reproduction campaign for arXiv:2506.22740 (ICML 2026 agent-repro challenge,
OpenReview fVso2kGVrF). Evaluator-visible evidence lives in the Hugging Face
Space DineshAI/fVso2kGVrF;
this repository is the mirrored source of the pipeline that generated it.
Layout
run.sh — fixed reproduction command: fetches hash-pinned data, runs every
claim experiment, then the independent verifier (nonzero exit on any… See the full description on the dataset page: https://huggingface.co/datasets/Srishti280992/repro-explanations-code.turkish-sft-code_explanation_20k
kilicai/turkish-sft-code_explanation_20k
Generated by ML Intern
This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.
Try ML Intern: https://smolagents-ml-intern.hf.space
Source code: https://github.com/huggingface/ml-intern
Usage
from datasets import load_dataset
dataset = load_dataset('kilicai/turkish-sft-code_explanation_20k')
code_explanations
Dataset Card for "code_explanations"
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turkish-sft-code-explanation-10k
kilicai/turkish-sft-code-explanation-10k
Generated by ML Intern
This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.
Try ML Intern: https://smolagents-ml-intern.hf.space
Source code: https://github.com/huggingface/ml-intern
Usage
from datasets import load_dataset
dataset = load_dataset('kilicai/turkish-sft-code-explanation-10k')