Transformers How to use ManiKumarAdapala/Qwen3-Embedding-0.6B-Q8_0-Safetensors with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="ManiKumarAdapala/Qwen3-Embedding-0.6B-Q8_0-Safetensors") # Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("ManiKumarAdapala/Qwen3-Embedding-0.6B-Q8_0-Safetensors")
model = AutoModelForCausalLM.from_pretrained("ManiKumarAdapala/Qwen3-Embedding-0.6B-Q8_0-Safetensors", device_map="auto") 
