MiniCPM-V 2.0 is the first end-side LMM aligned via multimodal RLHF for trustworthy behavior (using the recent RLHF-V [CVPR'24] series technique). This allows the model to match GPT-4V in preventing hallucinations on Object HalBench. 🌟 High-Resolution Images at Any Aspect Raito. Mini...
[2024.05.20] We open-soure MiniCPM-Llama3-V 2.5, it has improved OCR capability and supports 30+ languages, representing the first end-side MLLM achieving GPT-4V level performance! We provide efficient inference and simple fine-tuning. Try it now! [2024.04.23] MiniCPM-V-2.0 supports vLLM...
GPT-3.5-turbo 的准确度是每对子 - 父对 10 个样本的平均值,在温度 = 1 时采样。注意:图中省略了 GPT-4,因为它用于生成子 - 父对列表,因此通过构造对「父」具有 100% 的准确度。GPT-4 在「子」上的得分为 28%。 未来展望 如何解释 ...
本文提出SciEval,一个多学科、多层次的评估基准,以全面测试LLM的科学研究能力。SciEval基于布鲁姆的教育分类学框架,覆盖四个维度的能力评估,包括动态数据子集,以避免数据泄漏风险。实验显示,尽管GPT-4在静态数据上表现最佳,但在动态问题上仍有显著改进空间。代码与数据已公开发布。
我们知道人类反馈强化RLHF技术对LLM训练非常有效,但是很少有公司或者实验室非聘请人类专家来强化,本篇论文证明了GPT4能达到研究生作为人类专家的水平,可以作为自训练LLM的“人类专家”。 github:https://github.com/lm-sys/fastchat 论文地址:https://arxiv.org/pdf/2306.05685v1.pdf ...
Interact with your computer and take basic actions on your behalf And practically anything else you'd imagine a multimodal chatbot trained on the entirety of the internet might be able to do. How to use ChatGPT on the web or mobile app Here's a summary of how to get started with ChatGP...
We evaluated two strategies to enhance GPT-4's assessment capabilities: (1) using elaborate prompts and (2) implementing advanced prompt engineering techniques such as Chain-of-thought, Self-consistency, and Tree-of-thought. While comprehensive prompts significantly improved assessment quality, applying...
Large-scale foundation model on single-cell transcriptomics Article 06 June 2024 scPML: pathway-based multi-view learning for cell type annotation from single-cell RNA-seq data Article Open access 14 December 2023 scGPT: toward building a foundation model for single-cell multi-omics using ...
How are large professional services organisation deploying GPT4 (or similar LLMs) within their own organisation for internal use, particularly when using sensitive/confidential/PII data? For example we're a UK based accountancy firm so have created our...
a series of efficient MLLMs deployable on end-side devices. By integrating the latest MLLM techniques in architecture, pretraining and alignment, the latest MiniCPM-Llama3-V 2.5 has several notable features: (1) Strong performance, outperforming GPT-4V-1106, Gemini Pro and Claude 3 on OpenCom...