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Like earlier seq2seq models, the original transformer model used an encoder-decoder architecture. The encoder consists of encoding layers that process all the input tokens together one layer after another, while the decoder consists of decoding layers that iteratively process the encoder's output and the decoder's output tokens so far.
That development led to the emergence of large language models such as BERT (2018) [28] which was a pre-trained transformer (PT) but not designed to be generative (BERT was an "encoder-only" model). Also in 2018, OpenAI published Improving Language Understanding by Generative Pre-Training , which introduced GPT-1 , the first in its GPT series.
A large language model (LLM) is a type of machine learning model designed for natural language processing tasks such as language generation. LLMs are language models with many parameters, and are trained with self-supervised learning on a vast amount of text. This page lists notable large language models.
Builds mecha-nests atop tall buildings and mountains; composed of late model sports cars, wings of jets, theater marquees. Back-mounted rocket thrusters allows speeds of 300 mph, 2000 mile range. Can see a dime from 10,000 feet. Has particle-beam rifle with infra-red sight, and laser-guided sword. Magnetism inhibits flying ability. Predaking
Optimus Prime (voiced by Peter Cullen) is the leader of the Autobots, the last descendant of the Dynasty of Primes and keeper of the Matrix of Leadership.Optimus Prime transforms into a 1994 red and blue Peterbilt 379 semi-trailer truck in the first three films, a rusty 1973 Marmon HDT-AC 86 semi cab-over truck in the beginning of the fourth film, and later a blue and red 2014 Western Star ...
The list of symbols can be used to train into a standard autoregressive transformer (like GPT), for autoregressively generating an image. Further, one can take a list of caption-image pairs, convert the images into strings of symbols, and train a standard GPT-style transformer.
Transformers: Generation 1 (also known as Generation One or G1) is a toy line from 1984 to 1990, produced by Hasbro and Takara Tomy. [1] Inaugurating the successful Transformers toy and entertainment franchise, the line of toy robots could change into an alternate form (vehicles such as cars and planes, miniature guns or cassettes, animals, and even dinosaurs) by moving parts into other places.
Title Author Publisher Date Length Plot Ref. Transformers: Hardwired: Scott Ciencin: ibooks: June 11, 2003: 332 pp: Set in the Dreamwave continuity at a point between their first and second Generation One miniseries, Hardwired followed Prime, Megatron, Jazz and other Transformers as they were abducted by a mysterious alien race known as the Keepers and forced to fight in gladiatorial combat.
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