Jina AI has developed a new artificial intelligence (AI) model called Jina Embeddings v2 which is now available to customers through Amazon's SageMaker JumpStart. This model allows users to deploy machine learning (ML) solutions with just a few clicks. The model supports a context length of up to 8,192 tokens and can be used in…
Large Multimodal Models (LMMs) use multiple data types, including text, images, and more in their training process, thus allowing a more comprehensive understanding and processing of diverse data types. Models like Claude3, GPT-4V, and Gemini Pro Vision are more adept at handling a broad range of real-world tasks that involve text and non-text inputs. This…
Creating high-quality product descriptions for millions of products is a significant challenge in online retail. Machine learning (ML) and natural language processing (NLP) technologies can automate this task, vastly improving the searchability of products and increasing customer satisfaction. This article presents a method of predicting domain-specific product attributes from product images with a fine-tuned Vision-Language…
Amazon Ads provides advertisers with the opportunity to reach millions of potential customers in more effective and innovative ways. In recent years, Amazon Ads has capitalized on technological advancements to help its users create more impactful ads. One significant advancement has been the application of artificial intelligence (AI) in ad creation.
One of the major challenges…
