{
  "source_url": "https://salt.sunbird.ai/sunflower/overview/",
  "chunk_id": "10_0",
  "text": "Sunflower Quantized Inference Overview The Sunflower models are available in 14B and 32B sizes and support 8-bit and 4-bit quantized inference for efficient performance on GPUs with limited memory. Quantization reduces memory requirements while keeping inference quality high, enabling large models to run on consumer-grade GPUs or hardware with limited VRAM. Feature 8-bit 4-bit Memory Usage Higher (16GB for 14B) Lower (10GB for 14B) Speed  Fast  Faster Accuracy Very Good Slightly Lower VRAM Effic"
}