paper:NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes (个人学习笔记仅代表个人观点欢迎讨论) ABS 先放摘要 from google translate: 复杂推理能力是当前法学硕士最重要的特征之一,它也被用来在复杂的决策任务中发挥不可或缺的作用。因此,对大型语言模型(LLM)推理...
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conda create --name llm_reason python==3.10 conda activate llm_reason git clone https://github.com/casmlab/NPHardEval.git pip install -r requirements.txt Set-up API keys Please set up your API keys insecrets.txt.Please don't directly upload your keys to any public repository. ...
NPHardEval4V:多模态大语言模型的动态推理基准测试 链接:https://news.miracleplus.com/share_link/20390 理解多模态大语言模型(MLLMs)的推理能力是一个重要的研究领域。在这项研究中,我们引入了一个动态基准,NPHardEval4V,旨在解决评估MLLMs纯粹推理能力方面的现有差距。我们的基准旨在提供一个场所,以区...
title: "NPHardEval Leaderboard: Unveiling the Reasoning Abilities of Large Language Models through Complexity Classes and Dynamic Updates" thumbnail: /blog/assets/leaderboards-on-the-hub/thumbnail_nphardeval.png authors: - user: lizhouf guest: true - user: wenyueH guest: true - user: hyfrankl...
NPHardEval introduces a dynamic, complexity-based framework for assessing Large Language Models' (LLMs) reasoning abilities. It poses 900 algorithmic questions spanning the NP-Hard complexity class and lower, designed to rigorously test LLMs, and is updated on a monthly basis to prevent ov...
NPHardEval introduces a dynamic, complexity-based framework for assessing Large Language Models' (LLMs) reasoning abilities. It poses 900 algorithmic questions spanning the NP-Hard complexity class and lower, designed to rigorously test LLMs, and is updated on a monthly basis to prevent o...
NPHardEval introduces a dynamic, complexity-based framework for assessing Large Language Models' (LLMs) reasoning abilities. It poses 900 algorithmic questions spanning the NP-Hard complexity class and lower, designed to rigorously test LLMs, and is updated on a monthly basis to prevent ...
NPHardEval introduces a dynamic, complexity-based framework for assessing Large Language Models' (LLMs) reasoning abilities. It poses 900 algorithmic questions spanning the NP-Hard complexity class and lower, designed to rigorously test LLMs, and is updated on a monthly basis to prevent overf...
(1) NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language ... https://arxiv.org/abs/2312.14890. (2) NPHardEval/README.md at main · casmlab/NPHardEval · GitHub. https://github.com/casmlab/NPHardEval/blob/main/README.md. (3) NPHardEval: Benchmarking Reasoning Abilit...