metadata
library_name: transformers
license: bigcode-openrail-m
base_model:
- bigcode/starcoder2-3b
Bitsandbytes quantization of https://huggingface.co/bigcode/starcoder2-3b. See https://huggingface.co/blog/4bit-transformers-bitsandbytes for instructions.
from transformers import AutoModelForCausalLM from transformers import BitsAndBytesConfig import torch
nf4_config = BitsAndBytesConfig( load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_use_double_quant=True, bnb_4bit_compute_dtype=torch.bfloat16 ) model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder2-3b", quantization_config=nf4_config) model.push_to_hub("onekq-ai/starcoder2-3b-bnb-4bit")