#python#large_language_models#machine_learning_systems#natural_language_processing
Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable.
https://github.com/fla-org/flash-linear-attention
Google встроил AI прямо в Google Sheets — на уровне формул.
Больше не нужно вспоминать, как писать VLOOKUP или придумывать хитрые конструкции для сложных задач.
Теперь достаточно написать промпт в =AI() — и модель сама поймёт, что в ячейках, и вернёт нужный результат.
Примеры, что можно делать прямо в таблице в комметариях.
#google#spreadsheet#ai
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Мысли Рвачева
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https://github.com/blissnd/easyxls
Convert any #spreadsheet into a Python internal #dict/#array data structure, for easy processing. Can also handle pivot tables.
For pivot table usage, header_row_start & header_col_start need to be set equal to the top left corner of the pivot table => header_row_start=8, header_col_start='c' in the included example.
Column IDs must always be lowercase chars in quotes, e.g. 'a'.
Melder Secures $500K Funding
Melder has raised $500K in funding as of December 4, 2024. The platform allows users to analyze PDFs, DOCX files, and Emails using a straightforward spreadsheet tool.
#Funding#Melder#Tech#Startup#Investment#Spreadsheet#Email#DOCX#PDF#Analysis
#python#airtable#airtable_alternative#airtable_replacement#application_builder#automations#dashboards#database#low_code#no_code#no_code_database#no_code_platform#online_database#postgresql#restful_api#self_hosted#spreadsheet
Baserow is a powerful, open-source tool that lets you build databases and applications without coding. It offers full control over your data and environment, allowing self-hosting and customization. Unlike Airtable, Baserow doesn't limit your data storage or API calls, making it ideal for large projects. It combines the ease of a spreadsheet with advanced data management features, including dashboards and automation tools. This gives users complete ownership of their data and avoids vendor lock-in, making it a great choice for businesses needing flexibility and scalability.
https://github.com/baserow/baserow