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@veekaybee
veekaybee / normcore-llm.md
Last active March 25, 2026 13:44
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@thomwolf
thomwolf / fast_speech_text_speech.py
Last active January 14, 2025 12:13
speech to text to speech
""" To use: install LLM studio (or Ollama), clone OpenVoice, run this script in the OpenVoice directory
git clone https://github.com/myshell-ai/OpenVoice
cd OpenVoice
git clone https://huggingface.co/myshell-ai/OpenVoice
cp -r OpenVoice/* .
pip install whisper pynput pyaudio
"""
from openai import OpenAI
import time
@VictorTaelin
VictorTaelin / a_b_challenge.md
Last active July 12, 2025 18:47
A::B Prompting Challenge: $10k to prove me wrong!

CHALLENGE

Develop an AI prompt that solves random 12-token instances of the A::B problem (defined here), with 90%+ success rate.

RULES

1. The AI will be given a <problem/> to solve.

We'll use your prompt as the SYSTEM PROMPT, and a specific instance of problem as the PROMPT, inside XML tags. Example:

Create a 2D fluid simulation program using Python and pygame library that demonstrates liquid particles pouring out from a tilting cup under gravity.

Core Requirements:

Pygame Environment Setup:

Initialize a pygame window with recommended size 1920x1080 pixels. Set up a main loop to handle events, update physics states, and render graphics. Set background color to white.