non-thinking
CodeX-7M-Non-Thinking
Modotte
Note: This dataset is part of the lineup CodeX by Modotte. You can get lots of datasets in this same lineup, with the main focus on providing very high-quality datasets for model training and fine-tuning.
This dataset is curated from high-quality public sources and enhanced with synthetic data from both closed and open-source models. It serves as a strong foundation for instruction-based model tuning and fine-tuning, offering one of the most refined and extensive… See the full description on the dataset page: https://huggingface.co/datasets/Modotte/CodeX-7M-Non-Thinking.Talking-Avatars-Non-Linear-ThinkingDownload PDF
Talking Avatars and Non-linear Thinking: Leaving the Human Cognition Where It Is Not Supposed To Be
Tomaž Flegar
Institute for applied consciousness research
April the 15th, 2026
tomazf8@gmail.com
Primary keywords: Emergent Multimodal Fusion, Non-linear dynamics, Cognitive
Sovereignty, Relational Field Dynamics, Algorithmic Groundedness,
Phenomenological AI Safety, Transformer Manifold Mapping
Abstract
This paper is a non-linear perturbation that disturbs… See the full description on the dataset page: https://huggingface.co/datasets/tomazf8/Talking-Avatars-Non-Linear-Thinking.qwen3-4b-teacher-rollouts-76k-nonthinking
Qwen3-4B Teacher Rollouts 76K Non-Thinking
This dataset contains 76,800 fixed teacher trajectories generated for a
prompt-aligned reproduction study of on-policy distillation with Qwen3-1.7B.
It is an independent research artifact, not an official release from the model
or paper authors.
Models and generation
Teacher: Qwen/Qwen3-4B-Instruct-2507
Tokenizer/chat template: Qwen/Qwen3-1.7B
Mode: non-thinking (enable_thinking=False)
Temperature: 0.7
Top-p: 1.0
Top-k:… See the full description on the dataset page: https://huggingface.co/datasets/YangyiH/qwen3-4b-teacher-rollouts-76k-nonthinking.DAPO-Math-17k-Qwen3-235B-A22B-Thinking-2507-non-thinking-dedup
DAPO Math Qwen3-235B non-thinking, deduplicated
This dataset is derived from
Yang-Zhou/DAPO-Math-17k-Qwen3-235B-A22B-Thinking-2507-rejection-distill, specifically
dapo_distill_boxed_non_thinking.json.
It retains the original LLaMA-Factory-compatible instruction, input, and
output columns. Duplicate rows are identified by collapsing consecutive
whitespace in instruction, trimming leading/trailing whitespace, and hashing
the normalized instruction. The first row in each duplicate… See the full description on the dataset page: https://huggingface.co/datasets/YYYYYYibo/DAPO-Math-17k-Qwen3-235B-A22B-Thinking-2507-non-thinking-dedup.open-perfectblend-qwen3-4b-nonthinking
Open PerfectBlend Qwen3-4B Non-Thinking
This dataset contains 1,349,812 training conversations derived from mlabonne/open-perfectblend. Each assistant turn was regenerated sequentially with Qwen/Qwen3-4B, conditioned on the preceding conversation, with thinking disabled.
Data preparation
Empty or otherwise invalid source conversations were removed before a deterministic train/evaluation split. The split used seed 42 and a held-out fraction of 0.05. Only the 1,349… See the full description on the dataset page: https://huggingface.co/datasets/linYD0718/open-perfectblend-qwen3-4b-nonthinking.perfectblend-regen-qwen3-8b-non-thinking
PerfectBlend Regen Qwen3-8B Non-Thinking 32768 Clean
中文
本仓库包含 PerfectBlend 数据经 Qwen3-8B non-thinking 模式重新生成后的清理版本。数据从 max_tokens=4096 的原始 regen 结果出发，对疑似截断样本继续做 8192 / 16384 / 32768 token 补生成，并移除 context-length 超限、尾部退化，以及 32768 max new tokens 打满但没有自然结束的无界生成样本。
文件
文件
说明
行数
data/train-00000-of-00008.parquet ... data/train-00007-of-00008.parquet
Qwen3-8B non-thinking regen 清理样本
1,420,046
dropped_ids.jsonl
被排除的原始 row id 和原因
863… See the full description on the dataset page: https://huggingface.co/datasets/heiheiha798/perfectblend-regen-qwen3-8b-non-thinking.