RerankingCheck exact model cardOpen weights where releasedUpdated 2026
bge-reranker-large
BAAI · BGE
bge-reranker-large is a BGE-family model for embeddings, reranking, retrieval, semantic search, or RAG workflows.
Best for
RAG reranking workflows
Tradeoffs
Verify license, deployment requirements, runtime support, and fit on your own workload before production use.
Local hardware notes
Local hardware needs vary by size, quantization, and runtime. Check the exact model card and serving stack.
Local workflow notes
Use the exact checkpoint and quantization that matches your hardware and latency target.
Local runtimes: Ollama where supported, LM Studio where supported, llama.cpp where supported, Transformers
Platforms: Windows, macOS, Linux
HardwareVaries by checkpointRuntimeOllama or LM Studio where supported, llama.cpp, Transformers, vLLMContextCheck official model cardLast updated2026
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