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2. Long short-term memory - Wikipedia

   en.wikipedia.org/wiki/Long_short-term_memory

   In theory, classic RNNs can keep track of arbitrary long-term dependencies in the input sequences. The problem with classic RNNs is computational (or practical) in nature: when training a classic RNN using back-propagation, the long-term gradients which are back-propagated can "vanish", meaning they can tend to zero due to very small numbers creeping into the computations, causing the model to ...

3. Mamba (deep learning architecture) - Wikipedia

   en.wikipedia.org/wiki/Mamba_(deep_learning...

   Removes the bias of subword tokenisation: where common subwords are overrepresented and rare or new words are underrepresented or split into less meaningful units. This can affect the model's understanding and generation capabilities, particularly for languages with rich morphology or tokens not well-represented in the training data.

4. Text-to-image model - Wikipedia

   en.wikipedia.org/wiki/Text-to-image_model

   An image conditioned on the prompt an astronaut riding a horse, by Hiroshige, generated by Stable Diffusion 3.5, a large-scale text-to-image model first released in 2022. A text-to-image model is a machine learning model which takes an input natural language description and produces an image matching that description.

5. Recurrent neural network - Wikipedia

   en.wikipedia.org/wiki/Recurrent_neural_network

   Recurrent neural networks (RNNs) are a class of artificial neural network commonly used for sequential data processing. Unlike feedforward neural networks, which process data in a single pass, RNNs process data across multiple time steps, making them well-adapted for modelling and processing text, speech, and time series.

6. Majority of U.S. Teens Are Not Drinking, Smoking or Using ...

   www.aol.com/majority-u-teens-not-drinking...

   A national study discovered that teens in the United States consumed significantly less alcohol and drugs in 2024 compared to past years. Teen alcohol use has steadily decreased from 2000 to 2024 ...

7. Prism Video Converter - Wikipedia

   en.wikipedia.org/wiki/Prism_Video_Converter

   It enables users to convert videos into formats like AVI, ASF, WMV, MP4, 3GP, etc. [1] [5] It offers the ability to convert DVDs into various formats. [6] It provides tools for adjusting colour and filter options. [7] [8] Prism Video File Converter provides several customizable options for tweaking the output files during the conversion process.

8. Family dogs kill 5-year-old California girl in backyard

   www.aol.com/family-dogs-kill-5-old-194408486.html

   A 5-year-old girl was killed by two of her family’s dogs and another person was injured in California on Sunday, according to local media. The dogs are a 10-year-old Rottweiler and a 6-year-old ...

9. Bill Clinton indicates he hopes Biden doesn't issue ... - AOL

   www.aol.com/bill-clinton-indicates-hopes-biden...

   Former President Bill Clinton, during an appearance on ABC's "The View" on Wednesday, indicated he hopes President Joe Biden will not preemptively pardon people who could be targeted by the ...