最后,他们的框架利用这些任务奖励,通过 RL 对整个 VLM 进行微调。他们提出的框架增强了智能体在各种任务中的决策能力,使 7b 模型的表现优于 GPT4-V 或 Gemini 等商业模型。此外,他们还发现 CoT 推理是提高性能的关键因素,因为去除 CoT 推理会导致他们方法的整体性能显著下降。
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion Association for Computational Linguistics 2024 · Duong Tran, Nhat Truong Pham, Nguyen Nguyen, and Balachandran Manavalan · Edit social preview ...
VisRAG | 多模态的视觉RAG | VisRAG(Vision-based Retrieval-augmented Generation)是一个基于视觉-语言模型(VLM)的检索增强生成框架,用于处理多模态文档。与传统的基于文本的RAG(Retrieval-augmented Generation)系统不同,VisRAG直接利用文档的图像信息进行检索和生成,避免了在解析过程中可能引入的信息损失。论文题目:Vis...
Nexa SDKis a local on-device inference framework for ONNX and GGML models, supporting text generation, image generation, vision-language models (VLM), audio-language models, speech-to-text (ASR), and text-to-speech (TTS) capabilities. Installable via Python Package or Executable Installer. ...
While current LLM chatbots like GPT-4V bridge the gap between human instructions and visual representations to enable text-image generations, they still lack efficient alignment methods for high-fidelity performance on multiple downstream tasks. In this paper, we propose \textbf{M2Chat}, a novel un...
V2-priorities.text bl11-release-notes.ps bl12-release-notes.ps digital-phone-numbers.text issues.text ivory-rev-5.text mprotect-bug.c optimizations.text original-schedule.text qar-procedures.txt schedule.text swapstat.c verification.text vlm-installation.text alpha-emulator assembler c-emulator docu...
系统2:VLM(视觉语言模型)。整体算法架构是由一个统一的Transformer模型组成,将Prompt(提示词)文本进行Tokenizer(分词器)编码,然后将前视120度和30度相机的图像以及导航地图信息进行视觉信息编码,通过图文对齐模块进行模态对齐,统一交给VLM模型进行自回归推理;VLM输出的信息包括对环境的理解、驾驶决策和驾驶轨迹,并传递给...
功能描述 general information extration 智能文档抽取服务-API文档 请求URL https://api.textin.com/ai/service/v1/entity_extraction HTTP请求方法(Method) HTTP POST 请求头说明(Request Headers) 请在HTTP请求中添加以下自定义标头(Header)。 header 名值
ActionDateNotesLink article xml file uploaded 12 February 2025 15:07 CET Original file - article xml uploaded. 12 February 2025 15:07 CET Update https://www.mdpi.com/2076-3417/15/4/1907/xml article pdf uploaded. 12 February 2025 15:07 CET Version of Record https://www.mdpi.com/2076-...
IfSSMSandsqlcmd(not sure if the limitation applies to this as well.开发者_运维问答I am trying at the moment) are my only options, is there a way to workaround this limitation and dump text columns of higher widths? Have you considered using a simple PowerShell script or a command-line...