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. ...
为了解决这些限制,我们的研究引入了一个新的基准,名为 NPHardEval。该基准旨在**评估法学硕士在 900 个算法问题上的推理能力,最高可达NP-Hard复杂性类别。这些问题经过精心挑选,代表了 NP 难复杂性类别以下的各种复杂性类别,为法学硕士的推理能力提供了严格的衡量标准。**通过这项研究,我们揭示了法学硕士推理的现状...
* Update leaderboards-on-the-hub-nphardeval.md * problem in the latex formula * Update leaderboards-on-the-hub-nphardeval.md Co-authored-by: Julien Chaumond <julien@huggingface.co> --- Co-authored-by: Julien Chaumond <julien@huggingface.co>Loading branch...
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...
eval_batch_size costs, tours, durations = zip(*results) # Not really costs since they should be negative print("Average cost: {} +- {}".format(np.mean(costs), 2 * np.std(costs) / np.sqrt(len(costs))) print("Average serial duration: {} +- {}".format( np.mean(durations), 2...
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NPHardEval is a dynamic benchmark designed to assess the reasoning abilities of Large Language Models (LLMs) across a broad spectrum of algorithmic questions. Let's delve into the details: Benchmark Purpose: Co