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How to install and use Qwen3-8B-BitNet for text generation?

2025-08-23 510
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The following steps are required to use Qwen3-8B-BitNet:

  1. environmental preparation: Install Python 3.8+ and create a virtual environment (recommended)
  2. Dependent Installation: Install the transformers and torch libraries via pip (GPU users need to install the CUDA version of PyTorch)
  3. Model loading: Loading models from Hugging Face using AutoModelForCausalLM and AutoTokenizer

Typical usage code example:

from transformers import AutoModelForCausalLM, AutoTokenizer
model_name = "codys12/Qwen3-8B-BitNet"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, 
    torch_dtype="auto", 
    device_map="auto")

When generating text, you can toggle the thinking mode by setting the enable_thinking parameter with the apply_chat_template method.

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