Instructions to use Qwen/Qwen3-Reranker-0.6B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Qwen/Qwen3-Reranker-0.6B with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen3-Reranker-0.6B") model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-Reranker-0.6B", device_map="auto") - sentence-transformers
How to use Qwen/Qwen3-Reranker-0.6B with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("Qwen/Qwen3-Reranker-0.6B") query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Inference
- Notebooks
- Google Colab
- Kaggle
Commit History
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Integrate with Sentence Transformers v5.4 (#24)
- Integrate with Sentence Transformers v5.4.0 (e1775d95f8cf4625eea7879c6edb34beae6c42af) - Rename CausalScoreHead to LogitScore (52857768aa4d06ae51b9fae1572a90ef18082be5) - Move 'message_format' into 'modality_config' under 'message' -> 'format' (1f54aa72c421b677caa56ece526856f8c60144a5)e61197e
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update model type and add paper link (#5)
Verified signature- update model type and add paper link (7cd1312564f180df6b631e420de18515b1de820e) Co-authored-by: Dingkun Long <thenlper@users.noreply.huggingface.co>6e9e698
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