Skip to content

Instantly share code, notes, and snippets.

View michaelwills's full-sized avatar

Michael Wills michaelwills

25 followers · 36 following
View GitHub Profile
@awni
awni / mlx_distributed_deepseek.md
Last active December 2, 2025 06:50
Run DeepSeek R1 or V3 with MLX Distributed

Setup

On every machine in the cluster install openmpi and mlx-lm:

conda install conda-forge::openmpi
pip install -U mlx-lm

Next download the pipeline parallel run script. Download it to the same path on every machine:

@ruvnet
ruvnet / SynthLang.md
Created January 5, 2025 03:18
SynthLang is a hyper-efficient prompt language designed to optimize interactions with Large Language Models (LLMs) like GPT-4o by leveraging logographical scripts and symbolic constructs.

SynthLang: A Hyper-Efficient Prompt Language for AI

SynthLang is a hyper-efficient prompt language designed to optimize interactions with Large Language Models (LLMs) like GPT-4o by leveraging logographical scripts and symbolic constructs. By compressing complex instructions into fewer tokens (reducing token usage by 40–70%), SynthLang significantly lowers inference latency, making it ideal for latency-sensitive applications such as high-frequency trading, real-time analytics, and compliance checks.

Additionally, SynthLang mitigates English-centric biases in multilingual models, enhancing information density and ensuring more equitable performance across diverse languages. Its scalable design maintains or improves task performance in translation, summarization, and question-answering, fostering faster, fairer, and more efficient AI-driven solutions.

Large Language Models (LLMs) such as GPT-4o and Llama-2 exhibit English-dominant biases in intermediate embeddings, leading to inefficient and oft

@n1snt
n1snt / Oh my ZSH with zsh-autosuggestions zsh-syntax-highlighting zsh-fast-syntax-highlighting and zsh-autocomplete.md
Last active December 7, 2025 16:14
Oh my ZSH with zsh-autosuggestions zsh-syntax-highlighting zsh-fast-syntax-highlighting and zsh-autocomplete.md

Oh my zsh.

Oh My Zsh

Install ZSH.

sudo apt install zsh-autosuggestions zsh-syntax-highlighting zsh

Install Oh my ZSH.

@wallyqs
wallyqs / component.py
Created January 30, 2020 06:37
Coroutine Threadsafe Component for nats.py
import asyncio
import time
import logging
from threading import Thread
from nats.aio.client import Client as NATS
from nats.aio.errors import ErrConnectionClosed, ErrTimeout
class Component:
component = None
@jthrilly
jthrilly / package.json
Created January 29, 2019 09:48 — forked from mallendeo/package.json
Record gsap animations frame by frame with puppeteer
{
"name": "gsap-to-video",
"version": "1.0.0",
"main": "index.js",
"license": "MIT",
"dependencies": {
"fs-extra": "^7.0.0",
"puppeteer": "^1.7.0"
}
}
@dmfigol
dmfigol / asyncio_loop_in_thread.py
Last active November 24, 2025 13:16
Python asyncio event loop in a separate thread
"""
This gist shows how to run asyncio loop in a separate thread.
It could be useful if you want to mix sync and async code together.
Python 3.7+
"""
import asyncio
from datetime import datetime
from threading import Thread
from typing import Tuple, List, Iterable
@mallendeo
mallendeo / package.json
Last active May 17, 2024 02:07
Record gsap animations frame by frame with puppeteer
{
"name": "gsap-to-video",
"version": "1.0.0",
"main": "index.js",
"license": "MIT",
"dependencies": {
"fs-extra": "^7.0.0",
"puppeteer": "^1.7.0"
}
}
@jgrant41475
jgrant41475 / YouTube Video Data Tool.html
Last active January 24, 2025 15:58
Fetches YouTube Video Information and creates a json-ld Video Object
<!doctype html>
<html class="no-js" lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Foundation | Welcome</title>
<link rel="stylesheet" href="css/foundation.css" />
</head>
<body>
<div class="row">
@rollacaster
rollacaster / algebraic-structures.txt
Created October 21, 2017 13:01
Algebraic Structures
https://drboolean.gitbooks.io/mostly-adequate-guide
http://www.tomharding.me/2017/03/03/fantas-eel-and-specification/
https://egghead.io/courses/professor-frisby-introduces-composable-functional-javascript
https://github.com/fantasyland/fantasy-land
@SamusAranX
SamusAranX / readme.md
Last active May 21, 2020 01:29
A Python script that automates some complicated aspects of ffmpeg