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OpenAI's GPT-4 model was released on March 14, 2023. Observers saw it as an impressive improvement over GPT-3.5, with the caveat that GPT-4 retained many of the same problems. [88] Some of GPT-4's improvements were predicted by OpenAI before training it, while others remained hard to predict due to breaks [89] in downstream scaling laws.
Generative pretraining (GP) was a long-established concept in machine learning applications. [16] [17] [18] It was originally used as a form of semi-supervised learning, as the model is trained first on an unlabelled dataset (pretraining step) by learning to generate datapoints in the dataset, and then it is trained to classify a labelled dataset.
In the field of artificial intelligence (AI), a hallucination or artificial hallucination (also called bullshitting, [ 1][ 2] confabulation[ 3] or delusion[ 4]) is a response generated by AI which contains false or misleading information presented as fact. [ 5][ 6][ 7] This term draws a loose analogy with human psychology, where hallucination ...
The first GPT model was known as "GPT-1," and it was followed by "GPT-2" in February 2019. Created as a direct scale-up of its predecessor, GPT-2 had both its parameter count and dataset size increased by a factor of 10. It had 1.5 billion parameters, and was trained on a dataset of 8 million web pages. [9]
Floor function. Ceiling function. In mathematics, the floor function is the function that takes as input a real number x, and gives as output the greatest integer less than or equal to x, denoted ⌊x⌋ or floor (x). Similarly, the ceiling function maps x to the smallest integer greater than or equal to x, denoted ⌈x⌉ or ceil (x).
The digits in the base and exponent (10 3 or 10 −2) are considered exact numbers so for these digits, significant figures are irrelevant. Explicitly state the number of significant figures (the abbreviation s.f. is sometimes used): For example "20 000 to 2 s.f." or "20 000 (2 sf)".
3.5 mm or 3.5mm may refer to: HO scale, in rail transport modelling, 1:87 scale, with rails 16.5 mm apart, representing standard gauge. 3.5 mm jack, used on audio and mobile telephony equipment. Category: Letter–number combination disambiguation pages.
Molar concentration (also called molarity, amount concentration or substance concentration) is a measure of the concentration of a chemical species, in particular, of a solute in a solution, in terms of amount of substance per unit volume of solution. In chemistry, the most commonly used unit for molarity is the number of moles per liter ...