# 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)
# 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

# Image processing for detection pipeline
opencv-python>=4.8.0

# HuggingFace Hub for model downloads
huggingface-hub>=0.19.0

# Accelerate for efficient training (optional but recommended)
accelerate>=0.25.0