DeepSeek-VL2
Developed by the DeepSeek team, it is an efficient visual language model based on a hybrid expert architecture with powerful multimodal understanding and processing capabilities.
Grok-1 is the first generation of the Grok series released by Musk's AI startup xAI:
发布与Open Source::
- On March 17, 2024 local time, xAI announced the open-sourcing of Grok-1.
- The model weights and architecture are open and available for public download in compliance with the Apache 2.0 protocol.
Parameters and size::
- Grok-1的参数量达到了3140亿，远超OpenAI GPT-3.5的1750亿，是迄今参数量最大的开源大语言模型。
technological base::
- Grok-1 is a large language model built on Mixture-of-Experts (MoE) technology.
Characteristics and capabilities::
- Grok-1 has strong language modeling capabilities, showing outperformance of other similar models in several machine learning benchmarks, including ChatGPT-3.5 and Inflection-1.
- It is designed to answer almost any question and offer advice on problems, with a sense of humor and a rebellious personality.
- Grok-1 is designed to help users gain real-time knowledge of the world and answer questions that other AI systems refuse to answer.
Application Scenarios and Objectives::
- The goal of xAI is to create and improve Grok to help humans understand and acquire knowledge.
- Grok-1 is expected to be a powerful research assistant, helping people quickly access relevant information, process data and generate new ideas.
engineering foundation::
- xAI has built a reliable infrastructure on the engineering side, including custom training and inference stacks, based on Kubernetes, Rust, and JAX.
Community and Resources::
- The Grok open source community has compiled and released a detailed parameterization of Grok-1, which can be found at http://Grok.com.cn上找到相关信息.
In summary, Grok-1 is an open-source large language model with powerful language modeling capabilities built on hybrid expert system technology released by xAI, designed to help humans understand and acquire knowledge, and exist as a powerful research assistant.
data statistics
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