How can Transformer models be used for few-shot learning?

1 - Bidirectional transformers. These models are designed to understand the context of a word based on its surrounding words, both before and after it in a ... This type of transformer serves as a link between the grid and generators, transferring energy to substations. Due to its large size, it requires cooling, which ... Aug 30, 2022 ... Dry-type transformers are normally cooled by air. The following two transformer cooling methods are adopted in dry-type transformers. Mar 16, 2023 ... The transformer is a neural network architecture for natural language processing tasks such as machine translation, text summarization, and question answering. Apr 15, 2025 ... Types of Transformer based on Usage: · 1. Small power transformer · 2. Medium power transformer, and · 3. Large power transformer. Sep 10, 2016 ... I'm thinking I can use either type of transformer it's only whether ... A room has 4 downlights using 50w Halogen bulbs each has its own ... This distribution transformer is intended for single-phase power systems. The main winding of this transformer is related to an incoming 3-phase supply line ... Apr 9, 2025 ... In the UAE, the Dubai Electricity and Water Authority (DEWA) upgraded more than 600 transformers in its commercial districts to dry-type units ... A transformer is a device that transfers electric energy from one alternating-current circuit to one or more other circuits. Oct 5, 2021 ... A transformer is two (or more) coils around a common “core” material, usually laminated, made of iron composite.