reasoning-model
Omni-31B-Turkish-Reasoning-Model-i1-GGUFKizagan-E4B-Turkish-Reasoning-Model-GGUFKizagan-E4B-Turkish-Reasoning-Model-i1-GGUFos-reasoning-model-GGUFOmni-31B-Turkish-Reasoning-Model-GGUFReasoningMila_-_math_partial_ft_model_meta-llama_Llama-32-3B_checkpoint-681-ggufKizagan-E4B-Turkish-Reasoning-Model-Q8_0-GGUFE-Model-Reasoning-Coder-V1-GGUF
controlling-reasoning-models-privacy-outputs
Model Outputs Dataset Card
Go to **Files and versions** tab to access the data.
Dataset Description
This dataset contains the raw model generations (reasoning traces and final answers) produced in the experiments described in our paper Controllable Reasoning Models are Private Thinkers. It aggregates outputs for:
two model families: Qwen 3 and Phi 4,
multiple model sizes (1.7B–14B),
five variants per model (baseline, RT-IF–optimized, FA-IF–optimized… See the full description on the dataset page: https://huggingface.co/datasets/haritzpuerto/controlling-reasoning-models-privacy-outputs.reasoning-models-noncritical-artifactsreasoning_world_modelWhy_Reasoning_Models_Collapse_Themselves_in_Reasoning
Why Reasoning Models Collapse Themselves in Reasoning
4 Algorithmic Atoms Reveal the Geometric Truth
Abstract
This paper presents LeftAndRight, a diagnostic framework using four algorithmic primitives (>>, <<, 1, 0) to reveal a fundamental property of transformer representations: they geometrically collapse backward operations, regardless of attention architecture.
Key Discovery
The counterintuitive finding: We initially hypothesized that causal attention masks… See the full description on the dataset page: https://huggingface.co/datasets/OzTianlu/Why_Reasoning_Models_Collapse_Themselves_in_Reasoning.where-larger-models-excel-reasoning-tracesA_Reasoning_Critique_of_Diffusion_Models
A Reasoning Critique of Diffusion Models
Author: Zixi "Oz" Li (李籽溪)
Date: December 12, 2025
Type: Theoretical AI Research (Geometry, Reasoning Theory)
Citation
@misc{oz_lee_2025,
author = { Oz Lee },
title = { A_Reasoning_Critique_of_Diffusion_Models (Revision 267326d) },
year = 2025,
url = { https://huggingface.co/datasets/OzTianlu/A_Reasoning_Critique_of_Diffusion_Models },
doi = { 10.57967/hf/7243 }… See the full description on the dataset page: https://huggingface.co/datasets/OzTianlu/A_Reasoning_Critique_of_Diffusion_Models.