Transformer block

Transformer block preview
remixableManimCE2Dtransformersloop

manim/transformer_block.py

"""Transformer block: a token tensor flowing up through attention and feed-forward.

Render (the driver does this for every palette; these are for eyeballing):
    P=/opt/homebrew/opt/python@3.11/bin/python3.11
    ASSET_MODE=still  $P -m manim -s -r 1600,1600 manim/transformer_block.py TransformerBlock
    ASSET_MODE=motion $P -m manim -qh   -r 1080,1080 manim/transformer_block.py TransformerBlockLoop
"""

import numpy as np
from manim import (
    DOWN,
    LEFT,
    RIGHT,
    UP,
    Arrow,
    Circle,

The full Manim source and the rendered video come with a plan.