code-explanation
code_with_explanationsrepro-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.code-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.indonesian-code-explanation
Indonesian Code Explanation Dataset
500 pasangan tugas pemrograman + kode + penjelasan bahasa Indonesia. Bahasa yang dicakup: Python, JavaScript, SQL, dan Bash.
Kenapa dibuat
Banyak developer Indonesia yang belajar kode dari tutorial bahasa Inggris. Padahal menjelaskan konsep dengan bahasa sendiri itu beda rasanya. Dataset ini nyoba nangkep gaya "menjelaskan kode dalam bahasa Indonesia" yang natural — bukan translate harfiah.
Struktur data
id:… See the full description on the dataset page: https://huggingface.co/datasets/LorthGyu/indonesian-code-explanation.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"
More Information needed