{
  "source_url": "https://salt.sunbird.ai/sunflower/inference/",
  "chunk_id": "11_2",
  "text": "u want to use, e.g., SunbirdSunflower-14B-4bit-nf4-bnb or SunbirdSunflower-14B-8bit-bnb .  Load tokenizer tokenizer  AutoTokenizer . frompretrained ( MODELNAME )  Configure quantization (choose one) quantizationconfig  BitsAndBytesConfig (  For 4-bit models loadin4bit  True , bnb4bitquanttype  nf4 , bnb4bitcomputedtype  torch . bfloat16 , bnb4bitusedoublequant  True ,  For 8-bit models, comment out above and use  loadin8bitTrue,  llmint8threshold6.0 )  Load model model  AutoModelForCausalLM . fr"
}