Text Ranking
Transformers
Safetensors
English
Vietnamese
qwen3
text-generation
reranker
cross-encoder
listwise-reranking
generative-reranker
cve
cybersecurity
qdrant
secAI
Instructions to use DuyTa/sec-rerank with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use DuyTa/sec-rerank with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("DuyTa/sec-rerank") model = AutoModelForCausalLM.from_pretrained("DuyTa/sec-rerank", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Model card: add acceptance (nghiệm thu) LLM/quality/task KPIs, training set size & hardware
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Update model card: set license to apache-2.0; add acceptance (nghiệm thu) model info & KPIs
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Model card: fine-tuned Qwen3 listwise generative reranker (Qdrant CVE hard negatives)
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Restore model card: Qwen3 listwise generative reranker fine-tune on Qdrant hard negatives
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Revert README to honest re-host description (no unverified fine-tune claim)
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Update model card: listwise generative reranker fine-tune on Qdrant hard negatives
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Re-host Qwen/Qwen3-Reranker-0.6B as sec-rerank for secAI pipeline
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