yifanzhang-pro

AutoMathText

Official implementation of DPFM @ ICLR 2024 paper "AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts" (Huggingface Daily Papers: https://huggingface.co/papers/2402.07625)

Matrix-SSL

Official implementation of ICML 2024 paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)

Kernel-InfoNCE

Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

M-MAE

Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for ICML paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)

ICS

All 8 Labs of Course: Introduction to Computer Systems with textbook CSAPP

RelationMatch

Official implementation of paper "RelationMatch: Matching In-batch Relationships for Semi-supervised Learning" (https://arxiv.org/abs/2305.10397)

syntax-semantics

TemplateMath: Syntactic Data Generation for Mathematical Problems

StackMathQA

StackMathQA: A Curated Collection of 2 Million Mathematical Questions and Answers Sourced from Stack Exchange

BlueMO

BlueMO: A comprehensive collection of challenging mathematical olympiad problems and solutions from the renowned 'Little Blue Book' (小蓝书) series, tailored for evaluating the reasoning capabilities of language models.

Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

MathAnalysis

MathAnalysis: A Extensive Collection of Challenging Mathematical Analysis Problems

Matrix-LLM

Official Implementation of ICML 2024 paper 'Matrix Cross-Entropy for Large Language Models' (https://arxiv.org/abs/2305.17326)

WikipediaMath

WikipediaMath: A specialized dataset curated from Wikipedia, focusing on mathematical content for the advancement of language models

github-cheat-sheet

A list of cool features of Git and GitHub.

AutoLM

AutoLM: Language Modeling with Autonomous Supervision

rag_survey