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# Requirements for CLIP logo fine-tuning on RTX 4090
#
# Only includes packages not already installed on the training server.
# Does NOT upgrade existing packages (torch, torchvision, numpy, pillow,
# pyyaml, opencv-python) which are already installed and compatible.
#
# Usage:
# pip install -r requirements-training.txt
# CLIP models and tokenizers
transformers>=4.36.0
# LoRA fine-tuning
peft>=0.7.0
# Progress bars
tqdm>=4.66.0
# HuggingFace Hub for model downloads
huggingface-hub>=0.19.0
# Accelerate for efficient training (optional but recommended)
accelerate>=0.25.0