Text Classification
Transformers
Safetensors
English
Chinese
qwen3
text-generation
zen
zen-reranker
zenlm
hanzo
reranker
text-embeddings-inference
Instructions to use zenlm/zen-reranker-8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use zenlm/zen-reranker-8B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="zenlm/zen-reranker-8B")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("zenlm/zen-reranker-8B") model = AutoModelForCausalLM.from_pretrained("zenlm/zen-reranker-8B") - Notebooks
- Google Colab
- Kaggle
Zen Reranker 8B
8B-parameter cross-encoder reranker for retrieval pipelines and search relevance. Part of the Zen reranker family.
Hosted via Hanzo gateway
Served at api.hanzo.ai as zen-reranker-8b.
Files
Native HuggingFace safetensors weights, loadable directly with transformers:
from transformers import AutoModel, AutoTokenizer
m = AutoModel.from_pretrained("zenlm/zen-reranker-8B")
t = AutoTokenizer.from_pretrained("zenlm/zen-reranker-8B")
For GGUF / Ollama deployment, see zenlm/zen-reranker-8B-GGUF.
Acknowledgements
Built on Qwen/Qwen3-Reranker-8B (Apache-2.0). Mirrored here as the canonical Zen reranker family entry.
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