DolbyUUU/Logic-RL-Lite
Lightweight replication study of DeepSeek-R1-Zero. Interesting findings include "No Aha Moment", "Longer CoT ≠ Accuracy", and "Language Mixing in Instruct Models".
🚀 LLM & Agent Tech Lead 🎓 PhD in Managerial Economics 💻 MSc in Computer Science
Repositories
DolbyUUU/Awesome-LLM-Interview-Questions-and-Answers
大模型算法工程师、大模型Agent开发工程师面试：常见题目和答案
DolbyUUU/DeepEnlighten
Pure RL to post-train base models for social reasoning capabilities. Lightweight replication of DeepSeek-R1-Zero with Social IQa dataset.
DolbyUUU/Awesome-Agent-Study-Notes
十场成体系的 AI 智能体深度分享 —— 从原理、RAG、强化学习、工程实践、评测，到多智能体、自进化与前沿落地。
DolbyUUU/Cheat-Sheet-for-NVIDIA-Certified-Associate-Generative-AI-LLMs-NCA-GENL-
A comprehensive cheat sheet and study guide for the NVIDIA Certified Associate - Generative AI LLMs (NCA-GENL) exam. Covers key concepts, the NVIDIA AI ecosystem, and includes both English and Chinese versions.
DolbyUUU/Awesome-Surveys-of-LLM4EDA
A curated list of surveys, reviews, and awesome lists on the application of Large Language Models (LLMs) and AI for Electronic Design Automation (EDA) and chip design.
DolbyUUU/awesome-tips-for-economic-phd
Collection of resources for economists and economics PhD students, including tips for academic writing, research, publishing, job market preparation, referee reports, and more.
DolbyUUU/Learn_Transformer_from_Easy_to_Hard
一个为初学者设计的 Transformer 分阶段学习项目。通过由简到难的四个阶段，从零开始用 PyTorch 构建完整的 Transformer 模型，深入理解其核心模块与工作原理。
DolbyUUU/byte_pair_encoding_BPE_subword_tokenization_implementation_python
Byte-Pair Encoding (BPE) (subword-based tokenization) algorithm implementaions from scratch with python
DolbyUUU/Sudoku4LLM
Sudoku4LLM is a Sudoku dataset generator for training and evaluating reasoning in Large Language Models (LLMs). It offers customizable puzzles, difficulty levels, and 11 serialization formats to support structured data reasoning and Chain of Thought (CoT) experiments.
DolbyUUU/awesome-eye-tracking-economics-business
Collection of materials and papers on eye tracking in field of economics and business, covering the basics of eye tracking technology and its application to visual attention studies.
DolbyUUU/verl
verl: Volcano Engine Reinforcement Learning for LLMs
DolbyUUU/DolbyUUU
DolbyUUU/clustering_algorithm_implementation_python
Clustering algorithm implementaions from scratch with python (k-means, EM-GMM, mean-shift, agglomerative)
DolbyUUU/hangman-solver-game-dynamics
A game-dynamics-aware Hangman solver leveraging fine-tuned BERT, weighted N-grams, and information entropy. Achieves a 74.4% success rate on a disjoint dataset.
DolbyUUU/regression_algorithm_implementation_python
Regression algorithm implementaion from scratch with python (OLS, LASSO, Ridge, robust regression)
DolbyUUU/Virtual-Reality-based-Balloon-Analogue-Risk-Task-VR-BART
A Virtual Reality-based Balloon Analogue Risk Task (VR-BART) built with Unreal Engine 5 to study risk-taking behavior in immersive environments.
DolbyUUU/Deep-Clustering-Economic-Preferences
Economic preference clustering analysis using generative and deep learning models, including Gaussian Mixture Models (GMM), Wishart Mixture Models (WMM), and Variational Deep Embedding (VaDE).
DolbyUUU/Reinforcement-Calibration-SimCSE
Reinforcement Calibration SimCSE, combining contrastive learning, artificial potential fields, perceptual loss, and RLHF to achieve improved Semantic Textual Similarity (STS) embeddings. PyTorch-based implementations of PerceptualBERT and ForceBasedInfoNCE, along with fine-tuning capabilities via RLHF and evaluation using SentEval.
DolbyUUU/event-timeline-generation-olympics
A toy system for generating event timelines from social media data, specifically focusing on the Olympic Game medalist events.
DolbyUUU/Stereo-Matching-Disparity-Maps
Comparative analysis of stereo matching techniques for disparity map reconstruction, including traditional block matching, OpenCV StereoSGBM, and PSMNet.
DolbyUUU/awesome-VR-AR-economics-business
Collection of papers on Virtual Reality (VR) and Augmented Reality (AR) applications in field of economics and business.
DolbyUUU/awesome-cryptocurrency-blockchain-economics-business
Curated list of papers on cryptocurrency and blockchain from top Economics, Finance, and Information Systems journals.
DolbyUUU/awesome-model-pricing-and-model-valuation
A curated list of academic papers focused on AI model pricing, model valuation (on model marketplaces).
DolbyUUU/Awesome-Satellite-Data-in-Finance-and-Economics
Curated list of surveys and papers on the applications of satellite data (satellite imagery) in finance and economics.