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 ...
GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality linguistically diverse grade school math word problems. The dataset was created to support the ...
GSM8K consists of 8.5K high quality grade school math problems created by human problem writers. We segmented these into 7.5K training problems and 1K test ...
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Oct 27, 2021 · We demonstrate that verification significantly improves performance on GSM8K, and we provide strong empirical evidence that verification scales ...
The current state-of-the-art on GSM8K is Qwen2-Math-72B-Instruct (greedy). See a full comparison of 152 papers with code.
We built a dataset of 8500 Grade School Math Problems for OpenAI. The goal of the dataset: to train language models like GPT-3 to solve natural language ...
What is GSM8K? GSM8K, or Grade School Math 8K, is a dataset of 8,500 high-quality, linguistically diverse grade school math word problems.
Sep 23, 2024 · The GSM8K benchmark comprises 1319 grade school math word problems, each crafted by expert human problem writers.
May 29, 2024 · The core of our method is to encourage the LLMs to deeply understand the problems and extract the key problem-solving information used for better reasoning.
We introduce GSM8K, a dataset of 8.5K high quality linguistically diverse grade school math word problems.
