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Релиз Giga-Embeddings-instruct! (ссылка на hugging-face)

Мы выложили в открытый доступ эмбеддинг модель Giga-Embeddings-instruct.

Giga-Embeddings-instruct занимает 2-ое(*) место в бенчмарке ruMTEB. Следующая после нас модель это e5-mistral-7b-instruct, которая имеет в 3 раза больше параметров (~7Б у mistral, –2.5B у нас).

Размер контекста модели 4096. Более 60 различных источников данных были использованы для обучения модели. Модель можно использовать для всех типов дискриминативных задач – классификация, поиск, ранжирование, и т.д.

За основу мы взяли GigaChat-pretrain-3B, заменили внимание с decoder на encoder, в качестве агрегации использовали Latent Attention Pooling.

(*) Модель на первом месте пока не выложена в опенсорс на момент написания поста 27.12.

GigaDev — разработка GigaChat
Релиз Giga-Embeddings-instruct! (ссылка на hugging-face)

Мы выложили в открытый доступ эмбеддинг модель Giga-Embeddings-instruct.

Giga-Embeddings-instruct занимает 2-ое(*) место в бенчмарке ruMTEB. Следующая после нас модель это e5-mistral-7b-instruct, которая имеет в 3 раза больше параметров (~7Б у mistral, –2.5B у нас).

Размер контекста модели 4096. Более 60 различных источников данных были использованы для обучения модели. Модель можно использовать для всех типов дискриминативных задач – классификация, поиск, ранжирование, и т.д.

За основу мы взяли GigaChat-pretrain-3B, заменили внимание с decoder на encoder, в качестве агрегации использовали Latent Attention Pooling.

(*) Модель на первом месте пока не выложена в опенсорс на момент написания поста 27.12.
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How to Create a Custom Theme in Telegram for Desktop and Mobile

Like most instant messaging apps, Telegram helps facilitate communication. Its increasing popularity among social media users can be largely attributed to its enhanced privacy and encryption features. Also, its support for large group chat features has seen the app’s user count grow to 700 million monthly active users. The app has introduced several personalization features to maintain the interests of its users. One of such personalization options available to users is the creation of customized themes. Instead of using the default theme that typically comes with the Telegram app, users can now create theirs. Users can also share the created themes with the public. Here’s how you can create a custom Telegram theme on your desktop or mobile.

Релиз Giga-Embeddings-instruct! (ссылка на hugging-face)

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With Telegram, you can send messages, photos, videos and files of any type (doc, zip, mp3, etc), as well as create groups for up to 200,000 people or channels for broadcasting to unlimited audiences. You can write to your phone contacts and find people by their usernames. As a result, Telegram is like SMS and email combined — and can take care of all your personal or business messaging needs. In addition to this, we support end-to-end encrypted voice calls.

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Q: Who is Telegram for?

Telegram is for everyone who wants fast and reliable messaging and calls. Business users and small teams may like the large groups, usernames, desktop apps and powerful file sharing options. You can appoint admins with advanced tools to help these communities prosper in peace. Public groups can be joined by anyone and are powerful platforms for discussions and collecting feedback.In case you're more into pictures, Telegram has animated gif search, a state of the art photo editor, and an open sticker platform (find some cool stickers here or here). What's more, there is no need to worry about disk space on your device. With Telegram's cloud support and cache management options, Telegram can take up nearly zero space on your phone.

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