Zero-Shot Classification
Transformers
Safetensors
Chinese
English
qwen3_5_text
text-generation
decision-making
classification
calibration
pointer-readout
decision-index
qwen3.5
Instructions to use quincyqiang/chinese-decision-pointer-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use quincyqiang/chinese-decision-pointer-4b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="quincyqiang/chinese-decision-pointer-4b")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("quincyqiang/chinese-decision-pointer-4b") model = AutoModelForCausalLM.from_pretrained("quincyqiang/chinese-decision-pointer-4b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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