{
  "source_url": "https://salt.sunbird.ai/sunflower/inference/",
  "chunk_id": "11_0",
  "text": "Sunbird Sunflower Quantized Model Usage Installation  Installation Install the required Python packages bash !pip install torch transformers accelerate bitsandbytes torch  PyTorch library for model computation. transformers  Hugging Face Transformers library for model handling. accelerate  Optimizes model loading across devices. bitsandbytes  Enables efficient 4-bit and 8-bit model quantization. Import the necessary libraries for loading and running the model. import torch import transformers fr"
}