rasbt

# Setup:
# conda create -n whisper python=3.9
# conda activate whisper
# https://github.com/openai/whisper
# pip install git+https://github.com/openai/whisper.git 

# Usage:
# python whisper-audio-to-text.py --audio_dir my_files --out_dir texts

import argparse

rasbt

# pip install openai

import openai
import os

# export API key environment variable before
# running this script (see https://platform.openai.com/account/api-keys)
# E.g.,
#
# export OPENAI_API_KEY=copy_paste_key_from_your_account

rasbt

import torch.nn as nn


class Transformer(nn.Module):
    def __init__(self, ...):
        super().__init__()
        ...
        self.encoder_layers = nn.ModuleList(...)
        self.decoder_layers = nn.ModuleList(...)
        ...

rasbt

# Sebastian Raschka 2025
#
#
# Usage:
# python llama-vs-gemma.py \
#  --auth_token hf_... \
#  --model_name meta-llama/Llama-3.2-1B \
#  --prompt medium

import argparse

rasbt