The computational demands of contemporary transformer models present significant challenges in deploying large-scale neural networks. This research synthesizes methodologies for improving efficiency in architecture design, training protocols, and deployment strategies.
| Mualliflar | Ochilov, Murodjon Ashurqulovich |
|---|---|
| Jurnal | O’zbekiston qishloq va suv xo’jaligi |
| Nashr sanasi | 2026-01-04 |
| Jild | 2026 |
| Son | 1 |
| Betlar | 58-60 |
| Til | O‘zbek |
neyron til modellari, hisoblash optimallashtiruvi, parallel hisoblash, engil sozlash, model siqish, joylashtirish samaradorligi, нейронные языковые модели, вычислительная оптимизация, параллельные вычисления, облегченная настройка, сжатие моделей, эффективность развертывания, neural language models, computational optimization, parallel processing, lightweight fine-tuning, model compression, deployment efficiency
It has been found that Arundo donax can grow on saline, reclaimed seabeds covering an area of over 400,000 hectares. This plant could potentially help solve the environmental and economic problems of the Aral Sea…
First and foremost, it’s appropriate to consider the need for state regulation and financial support for the agricultural sector, given that agriculture is one of the most important sectors of the country’s economy and…
Earlymaturing and highyielding soybean genotypes were evaluated under competitive variety testing. Seven lines were compared with ‘Orzu’. Growth duration was 88–102 days; plant height 72–122 cm; first pod height 10–17…
This article analyzes the research results of chisel-cultivator working tools manufactured from local raw materials and strengthened using various hardfacing techniques.
This article examines the influence of seeding rates and application rates of mineral fertilizers on the height of plants of the sweet corn varieties “Zamo” and “Mazza” grown in irrigated light-gray soils of the…
This article provides an analysis of scientific research conducted in the field of electrification of technological processes in Uzbekistan’s agriculture, as well as the results obtained from these studies. The…
The article presents an analysis of the research results breeding new varieties safflower “Tikandor” in rein fed conditions.
This article presents the results of experiments conducted to improve the uniformity of the working width by increasing the diameter of the plow support disc from 450 mm to 550 mm, reducing the root mean square…
The study focuses on exploring the possibilities of using yarn production waste to manufacture competitive and economically viable textile products through pneumatic–mechanical yarn spinning. This approach helps address…
In this article, implemented the two-stage solution of the problem of rational allocation of water resources and their management in reclamation systems based on the methods of approbation and simulation. In particular…