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# Language Decoded | Multilingual Code Dataset Multilingual Python code datasets for the **Language Decoded** project (part of [Cohere's Tiny Aya Expedition](https://aya.for.ai)), investigating whether code's reasoning benefit for language models is **language-dependent** or **structure-dependent**. ## Research Quest...
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legesher/language-decoded-data
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# Dataset Card for Dataset Named for SciCoQA ## Dataset Details ### Dataset Description **SciCoQA** is a dataset designed to detect discrepancies between scientific publications and their codebases to ensure faithful implementations. The dataset addresses the challenge of ensuring that the code faithfully implements...
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UKPLab/scicoqa
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# PNYX - Apps This is a splitted and tested version of [APPS dataset](https://huggingface.co/datasets/codeparrot/apps), refer to it for further information on the original dataset construction. This version is designed to be compatible with the `hf_evaluate` [code_eval](https://github.com/huggingface/evaluate/tree/mai...
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PNYX/apps_pnyx
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# LLVM APR Benchmark: A Large-Scale Automated Program Repair Benchmark of Real-World LLVM Middle-End Bugs [GitHub (We only accept pull requests from GitHub)](https://github.com/dtcxzyw/llvm-apr-benchmark) [Hugging Face Mirror](https://huggingface.co/datasets/dtcxzyw/llvm-apr-benchmark) [Hugging Face Leaderboard](htt...
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dtcxzyw/llvm-apr-benchmark
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# ApexCoder Training Data > Curated instruction-tuning dataset for Salesforce platform code generation — Apex, LWC, SOQL, SFDX, REST integrations, and enterprise design patterns. **Samples:** 5832 **Format:** ChatML (system / user / assistant) **Language:** English only **Used to train:** [Gianloko/apex-coder-1...
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Gianloko/apex-coder-training-data
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# TACO Dataset <img src="https://cdn-uploads.huggingface.co/production/uploads/6335113375bed9932474315e/rMxdXcC56S3FEh37oRa2s.png" width="200" height="200"> [TACO](https://github.com/FlagOpen/TACO) is a benchmark for code generation with 26443 problems. It can be used to evaluate the ability of language models to gen...
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BAAI/TACO
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![banner](https://raw.githubusercontent.com/formula-code/datasmith/main/static/formula-code-datasmith.png) <p align="center"> <a href="https://formula-code.github.io/"> <img src="https://img.shields.io/badge/%F0%9F%8C%90%20Website-0A7A5E?style=for-the-badge" alt="FormulaCode Website"> </a> <a href="https://...
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formulacode/formulacode-all
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# Qwen3-0.6B Blind Spots Dataset ## Model Tested [Qwen3/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B) ## How I Loaded the Model ```python !pip install transformers accelerate -q from transformers import AutoModelForCausalLM, AutoTokenizer import torch checkpoint = "Qwen/Qwen3-0.6B" device = "cuda" if torch.c...
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zeyad4217/Qwen3-0.6B-blind-spots
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# Tool Output Extraction Dataset Training data for [**squeez**](https://github.com/KRLabsOrg/squeez) — a small model that prunes verbose coding agent tool output to only the evidence the agent needs next. ## Task **Task-conditioned context pruning of a single tool observation for coding agents.** Given a focused ex...
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KRLabsOrg/tool-output-extraction-swebench
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# AnupamB-Coder-Dataset A large-scale synthetic dataset of Python and SQL examples spanning basic to expert difficulty — purpose-built for training [AnupamB-Coder-110M](https://huggingface.co/anupambayen/AnupamB-Coder-110M), a GPT-style code language model built entirely from scratch on a gaming laptop. --- ## The S...
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anupambayen/AnupamB-Coder-Dataset
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# Organic-CoT: High-Fidelity Organic Chain-of-Thought & Deep Logical Reasoning Dataset > **Reject mechanical replies. Replicate expert-level "Organic Thinking" and high-fidelity knowledge.** > > Deeply inspired by the **Google Gemini** Chain-of-Thought format, this dataset uses bilingual, high-precision synthetic SFT ...
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CodonProject/Organic-Reasoning-195k
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# Dataset Card — OpenCode Rejection Sampling (Preference) ## Overview <div align="center"> <img src="charts/dpo_rejection_types.png" alt="Rejection Type Distribution" width="80%" /> </div> This dataset contains **10,920 preference pairs** for preference-based training (DPO, KTO, SimPO, ORPO, etc.) on competitive p...
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zake7749/Qwen3-Coder-Next-OpenCode-Preference
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# DATA3: Programming Problems Generation Dataset ## Dataset Overview DATA3 is a large-scale programming problems generation dataset that contains AI-generated programming problems inspired by real scientific computing code snippets. The dataset consists of 22,532 programming problems, each paired with a comprehensive...
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SciCode/SciCode-Programming-Problems
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# DATA3: Programming Problems Generation Dataset ## Dataset Overview DATA3 is a large-scale programming problems generation dataset that contains AI-generated programming problems inspired by real scientific computing code snippets. The dataset consists of 22,532 programming problems, each paired with a comprehensive...
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SciCodePile/SciCode-Programming-Problems
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--- language: - ru license: cc-by-4.0 size_categories: - 10K<n<100K task_categories: - text-generation tags: - reasoning - chain-of-thought - code - synthetic - distillation - russian - ru - agentic - long-context - thinking - programmatic-reasoning - curriculum-learning pretty_name: "Helio Reasoning 50K RU" --- <div ...
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HelioAI/Helio1-Reasoning-50K-RU
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--- language: - ru license: cc-by-4.0 size_categories: - 10K<n<100K task_categories: - text-generation tags: - reasoning - chain-of-thought - code - synthetic - distillation - russian - ru - agentic - long-context - thinking - programmatic-reasoning - curriculum-learning pretty_name: "Helio Reasoning 50K RU" --- <div ...
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MIHAIL99/Helio1-Reasoning-50K-RU
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[<img src="https://huggingface.co/crownelius/Crow-9B-Opus-4.6-Distill-Heretic_Qwen3.5/resolve/main/banner.png" width="350"/>](https://ko-fi.com/abcuo) # High-Coder-SFT-Medium A high-quality synthetic code dataset containing **124,818 long-form code samples** across 8 programming languages. Generated using **Hunter Al...
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Crownelius/High-Coder-SFT-Medium
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[<img src="https://huggingface.co/crownelius/Crow-9B-Opus-4.6-Distill-Heretic_Qwen3.5/resolve/main/banner.png" width="350"/>](https://ko-fi.com/abcuo) # High-Coder-SFT-Small A high-quality synthetic code dataset containing **54,950 long-form code samples** across 8 programming languages. Generated using **Hunter Alph...
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Crownelius/High-Coder-SFT-Small
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# GitHub Trending Projects (2013-2025) A comprehensive dataset of **423,098 GitHub trending repository entries** spanning **12+ years** (August 2013 - November 2025), scraped from Wayback Machine snapshots of GitHub's trending page. ## 🎯 Dataset Overview This dataset captures the evolution of GitHub's trending repo...
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ronantakizawa/github-top-projects
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# Dataset Card for a Code Agent Version of Tau Bench 2 Airline ## Dataset Summary This dataset includes sample traces and associated metadata from multi-turn interactions between an code agent and AI assistant, along with the original verion of the tasks with more bespoke tools. The dataset is based on a verified ve...
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snorkelai/Tau2-Bench-Verified-Airline-With-Code-Agents
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# SWE-QA: A Dataset and Benchmark for Complex Code Understanding ## Dataset Description - **Homepage:** https://lailanelkoussy.github.io/swe-qa/ - **Repository:** https://github.com/lailanelkoussy/swe-qa - **Paper:** SWE-QA: A Dataset and Benchmark for Complex Code Understanding (LREC 2026 submission) - **Point of Co...
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lailaelkoussy/swe-qa
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[github](https://github.com/ntunlp/xCodeEval) # xCodeEval [xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval](https://arxiv.org/abs/2303.03004) We introduce **xCodeEval**, the largest executable multilingual multitask benchmark to date consisting o...
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NTU-NLP-sg/xCodeEval
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<div align="center"> <img src="https://img.shields.io/badge/🐯_MBPP--Bangla-974_Problems-orange?style=for-the-badge" alt="MBPP-Bangla"/> <h1 style="color: #2e8b57;">🐯 MBPP-Bangla: A Benchmark for Evaluating Bangla Code Generation</h1> <h3>Accepted at LREC 2026</h3> <h4>Nishat Raihan, Antonios Anastasopoulos, Marco...
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md-nishat-008/MBPP-Bangla
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