GSM8K Dataset Papers With Code

GSM8K is a dataset of 8.5K high quality linguistically diverse grade school math word problems created by human problem writers. The dataset is segmented into 7.5K training problems and 1K test problems. These problems take between 2 and 8 steps to solve, and solutions primarily involve performing a sequence of elementary calculations using basic arithmetic operations (+ − ×÷) to reach the final answer. A bright middle school student should be able to solve every problem. It can be used for multi-step mathematical reasoning.

GSM8K Dataset Papers With Code

PDF] Solving math word problems with process- and outcome-based feedback

2312.09241] TinyGSM: achieving >80% on GSM8k with small language models

Papers Explained 69: Llemma. Llemma is an LLM for mathematics…, by Ritvik Rastogi, Nov, 2023

niansong1996/lever-gsm8k-codex · Hugging Face

PaLM Explained Papers With Code

Paper page - TheoremQA: A Theorem-driven Question Answering dataset

How Surge AI Built OpenAI's GSM8K Dataset of 8,500 Math Problems

Meta Open-Sources LLAMA-2, Overview of New Features, by OpenMMLab

GitHub - reasoning-machines/pal: PaL: Program-Aided Language Models (ICML 2023)