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Models in Stable Diffusion series before SD 3 all used a variant of diffusion models, called latent diffusion model (LDM), developed in 2021 by the CompVis (Computer Vision & Learning) [15] group at LMU Munich. [16] [8] Stable Diffusion consists of 3 parts: the variational autoencoder (VAE), U-Net, and an optional text encoder. [17]
All of Stable Diffusion (SD) versions 1.1 to XL were particular instantiations of the LDM architecture. SD 1.1 to 1.4 were released by CompVis in August 2022. There is no "version 1.0". SD 1.1 was a LDM trained on the laion2B-en dataset. SD 1.1 was finetuned to 1.2 on more aesthetic images.
Pony car is an American car classification for affordable, compact, highly styled coupés or convertibles with a "sporty" or performance-oriented image. [ 1 ] [ 2 ] Common characteristics include rear-wheel drive, a long hood, a short decklid , a wide range of options to individualize each car and use of mass-produced parts shared with other ...
A pony foal. For many forms of competition, the official definition of a pony is a horse that measures up to 14.2 hands (58 inches, 147 cm) at the withers.Standard horses are taller than 14.2.
The same computations as above give us in this case a 95% CI running from 0.69 × SD to 1.83 × SD. So even with a sample population of 10, the actual SD can still be almost a factor 2 higher than the sampled SD. For a sample population N = 100, this is down to 0.88 × SD to 1.16 × SD. To be more certain that the sampled SD is close to the ...
10.1 5.9 V12 48V TDI CR DPF 368kW. ... 1.9 R4 8v SD 36kW. This is a naturally aspirated (non-turbo) indirect injection version of the 1.9 SDI VE37. identification
The specific output of the engine is now 121 hp/L, versus the 395-hp Ford Coyote 5.0L naturally aspirated V-8 which has a specific output of only 78 hp/L. The peak torque matches the 5.0L V-8, albeit at a lower 2,750 rpm vs. 4,500 rpm for the V-8.
The SDI engine is a design of naturally aspirated (NA) direct injection diesel engine developed and produced by Volkswagen Group for use in cars and vans, along with marine engine (Volkswagen Marine) [1] [2] and Volkswagen Industrial Motor [3] applications.