wh nreHieW
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| """ | |
| The 2024 Transformer (the Noam Transformer): | |
| - RMSNorm | |
| - GQA or some combination | |
| - Sliding window attention | |
| - Swiglu | |
| - RoPE (Rotary Positional Embedding) | |
| LLM Arches: | |
| hidden | MLP mult. | n_layers | rope_theta | GQA Group Size | GLU Act. | ops |
nreHieW
/ modelling.py
Last active
May 26, 2024 03:24
Discounted Cash Flow (DCF) modelling in Python
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| import pandas as pd | |
| import numpy as np | |
| def calc_cost_of_capital(interest_expense, pre_tax_cost_of_debt, average_maturity, bv_debt, num_shares_outstanding, curr_price, unlevered_beta, tax_rate, risk_free_rate, equity_risk_premium): | |
| market_value_of_debt = interest_expense * (1 - 1 / ((1 + pre_tax_cost_of_debt) ** average_maturity)) / pre_tax_cost_of_debt + bv_debt / ((1 + pre_tax_cost_of_debt) ** average_maturity) | |
| market_value_of_equity = num_shares_outstanding * curr_price | |
| market_value_of_capital = market_value_of_debt + market_value_of_equity | |
| equity_weight = market_value_of_equity / market_value_of_capital | |
| debt_weight = market_value_of_debt / market_value_of_capital |