Transformers How to use RedHatAI/Qwen3-Embedding-8B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="RedHatAI/Qwen3-Embedding-8B") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("RedHatAI/Qwen3-Embedding-8B")
model = AutoModelForCausalLM.from_pretrained("RedHatAI/Qwen3-Embedding-8B", device_map="auto") 
