adjust files structure c899b29
yongqiang commited on
How to use AXERA-TECH/Qwen3-Embedding-0.6B with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("feature-extraction", model="AXERA-TECH/Qwen3-Embedding-0.6B") # Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("AXERA-TECH/Qwen3-Embedding-0.6B", device_map="auto")How to use AXERA-TECH/Qwen3-Embedding-0.6B with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("AXERA-TECH/Qwen3-Embedding-0.6B")
sentences = [
"The weather is lovely today.",
"It's so sunny outside!",
"He drove to the stadium."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]