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| """ | |
| The most atomic way to train and inference a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
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| """ To use: install Ollama (or LLM studio), clone OpenVoice, run this script in the OpenVoice directory | |
| git clone https://github.com/myshell-ai/OpenVoice | |
| cd OpenVoice | |
| git clone https://huggingface.co/myshell-ai/OpenVoice | |
| cp -r OpenVoice/* . | |
| pip install whisper pynput pyaudio streamlit ollama | |
| script source: https://x.com/Thom_Wolf/status/1758140066285658351?s=20 | |
| """ |
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| import tensorflow as tf | |
| import numpy as np | |
| corpus_raw = 'He is the king . The king is royal . She is the royal queen ' | |
| # convert to lower case | |
| corpus_raw = corpus_raw.lower() | |
| words = [] | |
| for word in corpus_raw.split(): |