With its domestic solution model, Trendyol LLM, Trendyol eliminates the foreign language problem for Turkish sellers in accessing global markets through e-export.
The language barrier stands out as one of the difficulties for Turkish manufacturers to trade on an international scale. The sellers are foreigners “enough to tell their troubles” Going beyond knowing the languageThey need to introduce themselves and their products in detail and establish a relationship of trust with buyers.
Bringing Turkish products and manufacturers together with international markets through e-export, Trendyol solves the language problem by making an important milestone in the Turkish technology-entrepreneurship ecosystem with its versatile language model Trendyol LLM. Trendyol LLM, which allows sellers to export in different languages without encountering language barriers, It will be offered as open source to the service of the Turkish technology ecosystem. Currently developed for general purpose use, Trendyol LLM can be customized by companies according to their own purposes.
Trendyol engineers eliminate the language barrier in e-export
Aiming to provide sellers with services in many languages with a single click by overcoming the language barrier and to facilitate export processes. native language model Trendyol LLM in development Trendyol’s Turkish engineers They have devoted work. First, an extensive literature review was conducted for the language model developed by Trendyol engineers on the Mistral 7B model.
In order to create a model specific to Turkey, in the light of the information obtained data collection and filtering processes was carried out. Trendyol engineers trained the model to learn Turkish better and capture semantic relationships during a period of approximately 4 months, the first 3 months of which were spent using open sources and cleaning the data, and the last month of using a data set of 10 billion tokens. Based on a dataset of 180 thousand question-answer pairs A chat model that can respond to commands and requests was created.
It will be the gateway to world markets
The model, which will be offered to the Turkish technology ecosystem as open source, can be used in many areas as it can be customized according to need. User experiences that will occur; from improving chatbots to information extraction for search engines It will lead to different developments in a wide range of fields. Trendyol, LLM, to be the digital assistant of sellers While planning privatization, it aims for this innovative model to be the gateway of Turkish sellers to world markets in the coming period.
Trendyol also introduced LLM to the world
Trendyol’s native solution language model, Trendyol LLM, this year Held in Dubai between 12-14 February. and Türkiye, Qatar and India were guests of honor. At the 2024 World Governments Summit was also shared. Within the scope of the summit, where Trendyol was the only company participating from Turkey, “Towards the Future of Responsible AIIn the panel titled “Trendyol Group President Çağlayan Çetin introduced Trendyol LLM to the participants.