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"""
The most atomic way to train and run inference for 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
@ankushian
ankushian / AV1Encoding.md
Created June 21, 2025 18:34
AV1 encoding pocket guide (using SVT-AV1)

Tenets of AV1 Encoding

AV1 is a next-generation video codec developed by Alliance of Open Media to facilitate VOD, storage and live-streaming. It's usually paired with Opus audio codec, stored in MP4 (ISOBMFF) or streamed using HLS (HTTP Live Streaming). SVT-AV1 is currently the best production quality encoder available (the matter of discusssion here).

Presets

Quoting the SVT-AV1 documentation:

Presets control how many efficiency features are used during the encoding process, and the intensity with which those features are used. Lower presets use more features and produce a more efficient file (smaller file, for a given visual quality). However, lower presets also require more compute time during the encode process. If a file is to be widely distributed, it can be worth it to use very low presets, while high presets allow fast encoding, such as for real-time applications. >

@Olshansk
Olshansk / video_to_gif.sh
Last active December 27, 2025 05:35
A handy bash function to convert a video (e.g. a screen cap) to a gif using ffmpeg in your shell
function video_to_gif {
local input_video_path="$1"
local output_gif_path="$2"
local fps="${3:-10}"
local scale="${4:-1080}"
local loop="${5:-0}"
ffmpeg -i "${input_video_path}" -vf "setpts=PTS/1,fps=${fps},scale=${scale}:-2:flags=lanczos,split[s0][s1];[s0]palettegen[p];[s1][p]paletteuse" -loop $loop "${output_gif_path}"
}
@vijay-prema
vijay-prema / ubuntu-on-asus-g14.md
Last active September 8, 2025 04:34
Ubuntu on Asus ROG Zephyrus G14 2021

Ubuntu on Asus ROG Zephyrus G14 2021 (Setup guide)

Here is a way to do a robust install of Ubuntu (+ optional Windows 11 dual boot and LUKS encryption) on an Asus laptop, with minimal usable hardware support, without a significant amount of tinkering that may break in future or require frequent technical attention.

In summary, the key thing is to have an up to date kernel, which usually means disabling secure-boot and installing the latest stable (6.0+) using mainline or xanmod, and as well as making sure the latest nvidia driver and dkms is installed.

Specs:

  • Model Asus G14 2021 (GA401QC)
  • AMD R7 5800 8 core 16 thread (onboard Radeon graphics)
  • NVIDIA RTX 3050 4GB (60W +15W boost)
@msfjarvis
msfjarvis / mullvad-vpn-speedtest-suite.md
Created January 9, 2019 14:28
Collection of bash hackery to determine which Mullvad WireGuard server is the lowest latency from your location
  • Grab all your wireguard configs from Mullvad and dump them in a folder. For this test, this folder is ~/wireguard/.
  • Add the following function to generate a list of all servers you have configs for
lswg ()  { 
    ls ~/wireguard/ | cut -d '-' -f 2 | sed 's/\.conf//'
}
  • Ping each server 10 times to determine latency.
lswg | xargs -I {} ping -c 10 {}-wireguard.mullvad.net | tee mullvadwgstats
@a7ul
a7ul / jamf.md
Last active September 2, 2025 18:19
removing all restrictions on jamf managed macos device - Provided you have root access.

REMOVE JAMF RESTRICTIONS ON MAC

REMOVE ONLY RESTRICTIONS

sudo jamf removeMDMProfile removes all restrictions

sudo jamf manage brings back all restrictions and profiles

REMOVE ALL RESTRICTIONS AND DISABLE JAMF BINARIES WHILE KEEPING YOUR ACCESS TO VPN AND OTHER SERVICES

sudo jamf removeMDMProfile removes all restrictions

@shubheksha
shubheksha / brackets-pair-colorizer.md
Last active July 8, 2025 16:12
A list of extensions/plugins that highlight matching parens/braces for various editors/IDEs.
@rveitch
rveitch / sass-7-1-pattern.scss
Last active February 13, 2026 18:01
Sass 7-1 Pattern
sass/
|
|– base/
| |– _reset.scss # Reset/normalize
| |– _typography.scss # Typography rules
| ... # Etc…
|
|– components/
| |– _buttons.scss # Buttons
| |– _carousel.scss # Carousel