# BioForge GRPO Training Dependencies
# Install on HuggingFace Jupyter Space (T4 or A10G GPU)
#
# Quick install:
#   pip install -r requirements_train.txt

# Unsloth — fast 4-bit LoRA + GRPO (installs torch/xformers automatically)
unsloth[huggingface]>=2024.12

# TRL — GRPO trainer
trl>=0.14.0
peft>=0.12.0
accelerate>=0.34.0

# HuggingFace ecosystem
transformers>=4.44.0
datasets>=2.20.0
huggingface_hub>=0.24.0

# BioForge environment server
fastapi>=0.111.0
uvicorn[standard]>=0.29.0
httpx>=0.27.0
pydantic>=2.7.0

# Bioinformatics & ML
biopython>=1.84
scikit-learn>=1.5.0
scipy>=1.13.0
requests>=2.32.0

# Optional — W&B training tracking
# wandb>=0.17.0