Welcome to the Cinematic Sora Video Prompts tutorial! This guide is meticulously crafted to empower creators, filmmakers, and content enthusiasts to harness the full potential of Sora, an advanced AI-powered video generation tool.
By transforming textual descriptions into dynamic, visually compelling video content, Sora bridges the gap between imagination and reality, enabling the creation of professional-grade cinematic experiences without the need for extensive technical expertise.
| # Use systemd for managing NVIDIA driver suspend in drivers ====>>> PRIOR to version 470 <<<===== | |
| # https://download.nvidia.com/XFree86/Linux-x86_64/450.66/README/powermanagement.html | |
| # https://forums.developer.nvidia.com/t/unable-to-set-nvidia-kernel-module-parameters/161306 | |
| # Please note: In Fedora Linux you may need to just install the xorg-x11-drv-nvidia-power pakage | |
| # as sugested by @goombah88 in the comments below. | |
| TMP_PATH=/var/tmp | |
| TMPL_PATH=/usr/share/doc/nvidia-driver-460/ | |
| echo "options nvidia NVreg_PreserveVideoMemoryAllocations=1 NVreg_TemporaryFilePath=${TMP_PATH}" | sudo tee /etc/modprobe.d/nvidia-power-management.conf |
Tuning Intel Skylake and beyond for optimal performance and feature level support on Linux:
Note that on Skylake, Kabylake (and the now cancelled "Broxton") SKUs, functionality such as power saving, GPU scheduling and HDMI audio have been moved onto binary-only firmware, and as such, the GuC and the HuC blobs must be loaded at run-time to access this functionality.
Enabling GuC and HuC on Skylake and above requires a few extra parameters be passed to the kernel before boot.
Instructions provided for both Fedora and Ubuntu (including Debian):
Note that the firmware for these GPUs is often packaged by your distributor, and as such, you can confirm the firmware blob's availability by running:
| """ | |
| The most atomic way to train and inference a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
I made this guide because I have a hybrid GPU. In some setup like HyDE, there is a chance that the environment variables are being set for NVIDIA ONLY setup.
| Environment Variable | NVIDIA Only | Hybrid (NVIDIA+Intel) | Intel Only | Explanation / Notes |
|---|---|---|---|---|
LIBVA_DRIVER_NAME,nvidia |
✅ Use | ❌ Avoid (use iHD or comment out) |
❌ Avoid (use iHD) |
VA-API driver for NVIDIA. Causes issues on hybrid or Intel-only setups. Use iHD for Intel VA-API. |
| `LIBVA |
Day trading represents a high-stakes, fast-paced approach to trading financial instruments, where traders buy and sell assets within the same trading day. This method is characterized by its focus on short-term price movements and the avoidance of overnight risks. The allure of day trading lies in its potential for high returns and financial independence, offering traders the flexibility to work from virtually anywhere with an internet connection. However, this potential is counterbalanced by significant risks, including financial losses and the psychological demands of maintaining emotional control under pressure (Forbes).
The mechanics of day trading involve a variety of strategies such as scalping, momentum trading, and news-based trading, each designed to exploit market inefficiencies. These strategies require a deep understanding of market dynamics and th
| from zipline.utils.calendars import TradingCalendar | |
| from datetime import time | |
| from pandas.tseries.offsets import CustomBusinessDay | |
| from pytz import timezone | |
| from zipline.utils.memoize import lazyval | |
| class CryptoCalendar(TradingCalendar): | |
| """ | |
| Exchange calendar for 24/7 trading. |
| ## System Update and Install required softwares | |
| sudo apt-get update && sudo apt-get -y upgrade && sudo apt-get autoremove -y && sudo add-apt-repository ppa:ondrej/php -y && add-apt-repository ppa:nginx/stable -y | |
| sudo apt-get install curl cron nano nginx mariadb-server unzip zip python3-certbot-nginx php-pear php8.0-{curl,fpm,imap,gd,memcache,mbstring,mysql,pspell,sqlite3,tidy,xsl,xml,xmlrpc,zip} -y | |
| sudo update-alternatives --set php /usr/bin/php8.0 | |
| ## Create DATABASE | |
| sudo mysql_secure_installation | |
| mysql -u root -p |
| With .htaccess just need to add these flags: | |
| php_value session.cookie_httponly 1 | |
| php_value session.cookie_secure 1 |