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Изворен канал @pythonotes · Post #357 · 14 дек.

На днях вышел Django 5. ▫️GeneratedField Поля, которые автоматически рассчитываются по экспрешену (Database generated model field). ▫️Фасетный фильтр для админки Показывает количество элементов для каждого фильтра. ▫️Async Добавлены асинхроные функции django.contrib.auth, ORM. Ряд декораторов теперь поддерживаются асинхронными вьюшками. ▫️ORM Новые возможносте полей, такие как поддержка словарей и функций в choices, дефолтные значения на стороне БД (Database-computed default values) с аргументом db_default и другие. ▫️Шаблоны Новые возможности шаблонов, позволяющие писать меньше кода в формах. #django

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Venture Village Wall 🦄

@venturevillagewall · Post #3607 · 20.12.2024 г., 19:00

o3 & o3-mini Break Benchmark Records The performance of o3 and o3-mini showcases state-of-the-art (SOTA) results across various benchmarks. Key insights include: - Frontier Math scores increased from 2% to 25%. - SWE-Bench achieved 71.7%, a significant leap for a startup that recently raised $200 million with 13.86% earlier this year. - ELO on Codeforces reached 2727, held by only 150 individuals globally. - ARC-AGI model scored 87.5%, breaking a five-year deadlock. - Noteworthy progress on GPQA and AIME benchmarks. Access to o3-mini is currently available to security researchers, while general public access is set for late January. Full access to o3 will follow later. #AI#SOTA#Benchmarks#o3#o3-mini #FrontierMath#SWE-Bench #Codeforces#ELO#ARC-AGI #GPQA#AIME#Funding#Progress#Research#Technology#Innovation

Venture Village Wall 🦄

@venturevillagewall · Post #3606 · 20.12.2024 г., 18:41

O3 and O3-Mini Benchmark Breakthroughs The O3 and O3-Mini models showcase state-of-the-art (SOTA) performance with significant leaps in various benchmarks. Results on Frontier Math have jumped from 2% to 25%. The SWE-Bench model achieved a score of 71.7%, while a startup has raised $200 million following results of 13.86%. ELO on Codeforces reached 2727, surpassing most peers globally. Notably, the ARC-AGI model scored 87.5%, breaking a five-year benchmark. Access for security researchers to O3-Mini starts today, with general access available in late January. #O3#O3Mini#SOTA#Benchmarks#AI#ML#Funding#Codeforces#ARC-AGI #FrontierMath#SWE-Bench #ELO#GPQA#AIME#SecurityResearch#TechUpdates#Innovations#Startups#Performance#AIModels