Evaluation and Inference with Buffer of Thoughts 1. Benchmarks For now, we release our demo version of BoT based on three different benchmarks: The Game of 24fromYao et al., 2023 Checkmate-in-Onefromthe BIG-Bench suite(BIG-Bench authors, 2023) ...
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models - Sandy4321/buffer-of-thought-llm
代码链接:https://github.com/YangLing0818/buffer-of-thought-llm 近年来,大语言模型(LLMs)如GPT-4、PaLM和LLaMA在各种推理任务中展现了惊人的性能。然而,尽管这些模型在规模和性能上不断提升,它们在处理复杂推理任务时仍面临一定的挑战。 为了解决这些问题,我们提出了一种名为Buffer of Thoughts(BoT)的新型思维...
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Modelsarxiv.org/pdf/2406.04271 Github开源(只开源了部分代码): https://github.com/YangLing0818/buffer-of-thought-llmgithub.com/YangLing0818/buffer-of-thought-llm 单轮query,多轮query以及BoT方法概念图。 Background Reasoning方法...
代码地址:https://github.com/YangLing0818/buffer-of-thought-llm 论文概述 这篇论文提出了思维缓冲区(Buffer of Thoughts,BoT),一种新颖且多功能的思维增强推理方法,旨在提升大型语言模型的准确性、效率和鲁棒性。通过元缓冲区来存储一系列信息丰富的高级思维,即思维模板,这些模板是从跨多种任务的问题解决过程中提...
The Buffer of Thoughts (BoT) framework has been tested across a diverse range of tasks giving impressive results. For more detailed information, refer to thepaperandGitHub repository, where the results covered in this section are presented in greater detail. ...
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