Weight loss can positively alter female physiology; however, whether dietary carbohydrate- or fat- restriction confer unique effects is less studied. Precisely designed, hypocaloric well-formulated ketogenic diets (KD; ~75% energy for weight maintenance) were compared to isocaloric/isonitrogenous low-fat diet (LFD) on self-reported menses in pre-menopausal overweight and obese women (mean ± SD: 34 ± 10 years,… →
CONCLUSIONS AND RELEVANCE: In this randomized clinical trial of suvorexant in older adults at high risk for delirium after hospitalization, fewer participants taking suvorexant had delirium compared with placebo, but the difference was not statistically significant. Further studies are needed to determine whether suvorexant may be useful for reducing delirium, particularly delirium with a hyperactive… →
Neural Magic has released the LLM Compressor, a state-of-the-art tool for large language model optimization that enables far quicker inference through much more advanced model compression. Hence, the tool is an important building block in Neural Magic’s pursuit of making high-performance open-source solutions available to the deep learning community, especially inside the vLLM framework. Image… →
Nvidia has just announced a new release in language models, but this time, a small language model: the Llama-3.1-Minitron 4B model. This means it is one of the major steps in the continuous evolution of language models, combining the efficiency of large-scale models with smaller models through cutting-edge techniques such as pruning and knowledge distillation.… →
On Portkey AI, the Gateway Framework is replaced by a significant component, Guardrails, installed to make interacting with the large language model more reliable and safe. Specifically, Guardrails can ensure that requests and responses are formatted according to predefined standards, reducing the risks associated with variable or harmful LLM outputs. On the other side, Portkey… →
Web scraping is the process of using bots to extract content and data from websites. Unlike screen scraping, which simply captures the pixels displayed on a screen, web scraping captures the underlying HTML code along with the data stored in the corresponding database. This approach is among the most efficient and effective methods for data… →
The accuracy and efficiency of retrieval systems are critical in the significantly advancing field of data science. Sifting through data effectively becomes more dependent on advanced algorithms as it grows larger and more complicated. Two such algorithms that greatly influence search results are re-ranking and similarity search. Although they both yield sorted lists of pertinent… →