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@philschmid
philschmid / get_memory_size.py
Created January 16, 2025 13:53
Get needed GPU per precision for a Hugging Face Model Id
from typing import Dict, Union
from huggingface_hub import get_safetensors_metadata
import argparse
import sys
# Example:
# python get_gpu_memory.py Qwen/Qwen2.5-7B-Instruct
# Dictionary mapping dtype strings to their byte sizes
bytes_per_dtype: Dict[str, float] = {
@younesbelkada
younesbelkada / finetune_llama_v2.py
Last active July 1, 2025 23:14
Fine tune Llama v2 models on Guanaco Dataset
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software