mattiasarro

# Taken from https://johanwind.github.io/2023/03/23/rwkv_details.html. 
# I've added additional comments restructured it a tiny bit, which makes it clearer for me.

import numpy as np
from torch import load as torch_load  # Only for loading the model weights
from tokenizers import Tokenizer

exp = np.exp
layer_norm = lambda x, w, b : (x - np.mean(x)) / np.std(x) * w + b
sigmoid = lambda x : 1/(1 + exp(-x))

bishboria

These links no longer work. Springer have pulled the free plug.

Graduate texts in mathematics

duplicates = multiple editions

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen

A Classical Introduction to Modern Number Theory, Kenneth Ireland Michael Rosen