You can think of a foundation model as a base model. It is a large-scale model that has been trained on diverse data. It is versatile and adaptable and provides a good starting point from which specialized abilities can be developed through further training and fine-tuning....
1.视觉 Foundation Model 的研究思路也借鉴 OpenAI 的路线,将下一步重要突破放在如预测下一个 visual token、扩大算力规模等思路上; 2.不止一位研究者认为,无论是语言还是视觉,Foundation Model 的概念崛起后,AI 已经从一个开放的研究问题变成了一条实实在在的「工业生产线」,研究员的目标只有两个——「搞数据...
BERT is designed to understand bidirectional relationships between words in a sentence and is primarily used for task classification, question answering and named entity recognition. GPT, on the other hand, is a unidirectional transformer-based model primarily used for text generation tasks such as lan...
IBM model Point-of-view : A differentiated approach to AI foundation models New modelGranite 3.1 is now available in watsonx foundation model library. IBM models IBM watsonx foundation models library gives you the choice and flexibility to choose the model that best fits your business needs, reg...
What is a foundation model? Foundation models are a new paradigm in AI system development. AI was previously trained on task-specific data to perform a narrow range of functions. This article is part of What is Gen AI? Generative AI explained ...
Startups need tobuild a moat for their products by improving the underlying generative AI they’re using. To do this, you can: modify your prompts, fine-tune on domain-specific data, or change the underlying model. But how do you ensure the product is improving? Evaluate model outputs and...
文档识别分析与LLM（Large Language Model，大型语言模型）的结合是一种新兴的研究方向。LLM是一种基于...
3. Genral Intelligence--通用智能 2018年，openAI 产出了GPT，Google 产出了BERT，unified model ...
Trend 1: Increasing Foundation Model Bandwidths The bottleneck between foundation models and robot policies has previously been very narrow. Recent approaches in the past decade often leverage “non-robotic” domains like perception or language solely as an input preprocessing step, where learned represe...
Despite tremendous success in the AI research, most of existing methods have only single-cognitive ability. To overcome this limitation and take a solid step towards artificial general intelligence (AGI), we develop a foundation model pre-trained with huge multimodal data, which can be quickly ...