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@rain-1
rain-1 / LLM.md
Last active August 16, 2025 00:39
LLM Introduction: Learn Language Models

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

@HenryJia
HenryJia / pid_cartpole.py
Last active July 15, 2022 17:34
Solving OpenAI's Cartpole with a very simple PID controller in 35 lines
import numpy as np
import gym
def sigmoid(x):
return 1.0 / (1.0 + np.exp(-x))
env = gym.make('CartPole-v1')
desired_state = np.array([0, 0, 0, 0])
desired_mask = np.array([0, 0, 1, 0])
@awjuliani
awjuliani / Q-Table Learning-Clean.ipynb
Last active October 25, 2022 07:57
Q-Table learning in OpenAI grid world.
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