How to use DinoStackAI/Qwen3-Emb-4b-lora-ctx-qasper with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("DinoStackAI/Qwen3-Emb-4b-lora-ctx-qasper") 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]
How to use DinoStackAI/Qwen3-Emb-4b-lora-ctx-qasper with PEFT:
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