concretejungles/T-Wix-instag-graded

T-Wix是一个俄语监督微调数据集，旨在增强模型的核心能力。数据集分为两个部分：通用部分（468,614个样本）涵盖广泛主题，包括数学、科学、编码与编程、通用知识、指令遵循、角色扮演等；推理部分（30,984个样本）专注于高级数学和科学问题，并包含详细推理痕迹。它结合了开源资源中的提示和高质量俄语翻译的英语数据集，以提升模型在算法和数学问题解决、对话、逻辑思维和推理模式方面的表现。此外，数据集还包括长上下文内容，如总结和长形式问答对，上下文长度可达32,000个标记，通用部分还包含英语语料库。总大小约为499,598个俄语样本。

T‑Wix is a Russian supervised fine‑tuning (SFT) dataset. The dataset is divided into 2 sticks: 1. General (468614 samples) — Covering a broad range of topics, including Math, Science, Coding & Programming, General Knowledge, Instruction Following, Roleplay, and more. 2. Reasoning (30984 samples) — Focusing on advanced math and science problems with detailed reasoning traces. It combines a variety of prompts drawn from open‑source resources and high‑quality Russian translations of English datasets. The primary goal is to enhance the model’s core capabilities — ranging from solving algorithmic and mathematical problems to dialogue, logical thinking, and reasoning mode. We also add long context, including summarization and long-form question–answer pairs, with contexts up to 32000 tokens, and corpus of samples in English in the General part. The total size of the dataset is about 499598 samples in Russian.