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Midjourney is a generative artificial intelligence program and service created and hosted by the San Francisco–based independent research lab Midjourney, Inc. Midjourney generates images from natural language descriptions, called prompts, similar to OpenAI's DALL-E and Stability AI's Stable Diffusion.
The capabilities of a generative AI system depend on the modality or type of the data set used. Generative AI can be either unimodal or multimodal; unimodal systems take only one type of input, whereas multimodal systems can take more than one type of input. [40] For example, one version of OpenAI's GPT-4 accepts both text and image inputs. [41]
Training data Release date Training cost GPT-1: 12-level, 12-headed Transformer decoder (no encoder), followed by linear-softmax. 117 million BookCorpus: [35] 4.5 GB of text, from 7000 unpublished books of various genres. June 11, 2018 [9] 30 days on 8 P600 GPUs, or 1 petaFLOP/s-day. [9] GPT-2: GPT-1, but with modified normalization 1.5 billion
U.S. tech companies dominate the generative AI boom—and the cost of model training explains why, a new Stanford University report shows Sage Lazzaro April 18, 2024 at 10:17 AM
Here’s Epoch AI’s projection of the hardware cost involved in training the most expensive AI models, through 2030. This excludes AI researchers’ salaries, which are considerable these days.
v. t. e. Generative Pre-trained Transformer 3 ( GPT-3) is a large language model released by OpenAI in 2020. Like its predecessor, GPT-2, it is a decoder-only [ 2] transformer model of deep neural network, which supersedes recurrence and convolution-based architectures with a technique known as "attention". [ 3]
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