The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

An analysis of GPT-4V, a large multimodal model with visual understanding, discussing its capabilities, input modes, working modes, prompting techniques, and potential applications in various domains.

by Zicheng Liu

GPT-4V Safety and Deployment Preparation

Analysis of safety preparations and evaluations for GPT-4V, a multimodal language model with image analysis capabilities, including early access testing, red teaming, and mitigations for potential risks and limitations.

by OpenAI.

1 highlight

NFX’s Generative Tech Open Source Market Map

A Survey on Large Language Model based Autonomous Agents

A comprehensive survey on large language model (LLM)-based autonomous agents, including their architecture design, application domains, and evaluation strategies.

by Chen Ma

AgentBench: Evaluating LLMs as Agents

Evaluating Large Language Models (LLMs) as agents in interactive environments, highlighting the performance gap between API-based and open-source models, and introducing the AgentBench benchmark.

by Chenhui Zhang

2 highlights