datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Multi-subject-RLVRMulti-subject data for paper "Expanding RL with Verifiable Rewards Across Diverse Domains".
we use a multi-subject multiple-choice QA dataset ExamQA (Yu et al., 2021).
Originally written in Chinese, ExamQA covers at least 48 first-level subjects.
We remove the distractors and convert each instance into a free-form QA pair.
This dataset consists of 638k college-level instances, with both questions and objective answers written by domain experts for examination purposes.
We also use GPT-4o-mini… See the full description on the dataset page: https://huggingface.co/datasets/virtuoussy/Multi-subject-RLVR.chem-rlvr-TEST-4
ChemBench-RLVR: Comprehensive Chemistry Dataset for Reinforcement Learning from Verifiable Rewards
Dataset Description
ChemBench-RLVR is a high-quality, balanced dataset containing 16,699 question-answer pairs across 14 chemistry task types. This dataset is specifically designed for training language models using Reinforcement Learning from Verifiable Rewards (RLVR), where all answers are computationally verifiable using established cheminformatics tools.
Key… See the full description on the dataset page: https://huggingface.co/datasets/summykai/chem-rlvr-TEST-4.chem-rlvr-TEST
ChemBench-RLVR: Comprehensive Chemistry Dataset for Reinforcement Learning from Verifiable Rewards
Dataset Description
ChemBench-RLVR is a high-quality, balanced dataset containing 7,001 question-answer pairs across 14 chemistry task types. This dataset is specifically designed for training language models using Reinforcement Learning from Verifiable Rewards (RLVR), where all answers are computationally verifiable using established cheminformatics tools.
Key… See the full description on the dataset page: https://huggingface.co/datasets/summykai/chem-rlvr-TEST.chem-rlvr-TEST-2
ChemBench-RLVR: Comprehensive Chemistry Dataset for Reinforcement Learning from Verifiable Rewards
Dataset Description
ChemBench-RLVR is a high-quality, balanced dataset containing 10,381 question-answer pairs across 14 chemistry task types. This dataset is specifically designed for training language models using Reinforcement Learning from Verifiable Rewards (RLVR), where all answers are computationally verifiable using established cheminformatics tools.
Key… See the full description on the dataset page: https://huggingface.co/datasets/summykai/chem-rlvr-TEST-2.oellm-math-rlvr
OpenEuroLLM Math RLVR
One million deterministic, verifier-ready mathematical problems for reinforcement learning with
verifiable rewards. The release contains a 760,000-row English depth pool and 10,000 aligned semantic
problems rendered in all 24 official EU languages (240,000 rows).
This is a prompt-and-answer rollout corpus, not a chain-of-thought corpus. Model inputs contain only the
problem and output-format instruction. Reference answers and verifier contracts remain… See the full description on the dataset page: https://huggingface.co/datasets/birgermoell/oellm-math-rlvr.chem-rlvr-TEST-3
ChemBench-RLVR: Comprehensive Chemistry Dataset for Reinforcement Learning from Verifiable Rewards
Dataset Description
ChemBench-RLVR is a high-quality, balanced dataset containing 16,699 question-answer pairs across 14 chemistry task types. This dataset is specifically designed for training language models using Reinforcement Learning from Verifiable Rewards (RLVR), where all answers are computationally verifiable using established cheminformatics tools.
Key… See the full description on the dataset page: https://huggingface.co/datasets/summykai/chem-rlvr-TEST-3.Math-RLVRMath data for paper "Expanding RL with Verifiable Rewards Across Diverse Domains".
we use a large-scale dataset of 773k Chinese Question Answering (QA) pairs, collected under authorized licenses from educational websites.
This dataset covers three educational levels: elementary, middle, and high school.
Unlike well-structured yet small-scale benchmarks such as MATH (Hendrycks et al., 2021b) and GSM8K (Cobbe et al., 2021b),
our reference answers are inherently free-form, often interwoven with… See the full description on the dataset page: https://huggingface.co/datasets/virtuoussy/Math-RLVR.chem-rlvr-TEST-5
ChemBench-RLVR: Comprehensive Chemistry Dataset for Reinforcement Learning from Verifiable Rewards
Dataset Description
ChemBench-RLVR is a high-quality, balanced dataset containing 16,699 question-answer pairs across 14 chemistry task types. This dataset is specifically designed for training language models using Reinforcement Learning from Verifiable Rewards (RLVR), where all answers are computationally verifiable using established cheminformatics tools.
Key… See the full description on the dataset page: https://huggingface.co/datasets/summykai/chem-rlvr-TEST-5.Variational-DAPO
Dataset Card for SvS/Variational-DAPO
[🌐 Website] •
[🤗 Dataset] •
[📜 Paper] •
[🐱 GitHub] •
[🐦 Twitter] •
[📕 Rednote]
This dataset consists of 314k variational problems synthesized by the Qwen2.5-32B-Instruct policy during RLVR training on DAPO-17k using the SvS strategy for 600-step training, each accompanied by reference answers.The variational problems undergo a min_hash deduplication with a threshold of 0.85.
Data Loading
from datasets import… See the full description on the dataset page: https://huggingface.co/datasets/RLVR-SvS/Variational-DAPO.Multi-subject-RLVR-annotatedRLVR-Env-Retrieval-Source-code-search-net-javascript
RLVR-Env-Retrieval-Source-code-search-net-javascript
RLVR-ready retrieval environment derived from Nan-Do/code-search-net-javascript.
Author: Aman Priyanshu
What Is This
A 100k-row retrieval QA dataset where each row contains a question, ground-truth chunks, and pre-mined distractor chunks (random + semantically similar). Designed for training and evaluating retrieval agents in an RLVR (Reinforcement Learning with Verifiable Rewards) setup — the agent searches through… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/RLVR-Env-Retrieval-Source-code-search-net-javascript.RLVR-Env-Retrieval-Source-Retrieval-Synthetic-NVDocs-v1
RLVR-Env-Retrieval-Source-Retrieval-Synthetic-NVDocs-v1
RLVR-ready retrieval environment derived from nvidia/Retrieval-Synthetic-NVDocs-v1.
Author: Aman Priyanshu
What Is This
A 100k-row retrieval QA dataset where each row contains a question, ground-truth chunks, and pre-mined distractor chunks (random + semantically similar). Designed for training and evaluating retrieval agents in an RLVR (Reinforcement Learning with Verifiable Rewards) setup — the agent searches… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/RLVR-Env-Retrieval-Source-Retrieval-Synthetic-NVDocs-v1.RLVR-Env-Retrieval-Source-code-search-net-python
RLVR-Env-Retrieval-Source-code-search-net-python
RLVR-ready retrieval environment derived from Nan-Do/code-search-net-python.
Author: Aman Priyanshu
What Is This
A 100k-row retrieval QA dataset where each row contains a question, ground-truth chunks, and pre-mined distractor chunks (random + semantically similar). Designed for training and evaluating retrieval agents in an RLVR (Reinforcement Learning with Verifiable Rewards) setup — the agent searches through distractors… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/RLVR-Env-Retrieval-Source-code-search-net-python.turkish-math-rlvr
Not: Bu veri setinin dokümantasyonu Türk yapay zeka topluluğuna katkı sağlamak amacıyla VeriPazarı tarafından Türkçeye çevrilmiştir. Orijinal veri seti barandinho tarafından geliştirilmiş olup, VeriPazarı tarafından Türk AI ekosistemi için arşivlenmiştir.
🔗 Orijinal Kaynak: barandinho/turkish-math-rlvr
🔗 Derleyen Platform: VeriPazarı
Türkçe Matematiksel Akıl Yürütme (RLVR Eğitim Veri Seti)
Bu Veri Seti Nedir?
Bu veri seti, zayıf bir modelin başarı oranına… See the full description on the dataset page: https://huggingface.co/datasets/Taklaxbr/turkish-math-rlvr.