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bge-reranker-v2-m3-GGUF	https://huggingface.co/gpustack/bge-reranker-v2-m3-GGUF
Qwen3-Reranker-GGUF	https://huggingface.co/JamePeng2023/Qwen3-Reranker-GGUF
	https://github.com/YukihimeX/llama-cpp-python-windows#todojamepeng-needs-more-extensive-testing-with-various-embedding-and-rerank-models-
	https://github.com/YukihimeX/llama-cpp-python-windows#1-text-embeddings-vector-search
	https://github.com/YukihimeX/llama-cpp-python-windows#2-reranking-cross-encoder-scoring
	https://github.com/YukihimeX/llama-cpp-python-windows#3-normalization
	https://github.com/YukihimeX/llama-cpp-python-windows#legacy-usage-deprecated
	https://github.com/YukihimeX/llama-cpp-python-windows#speculative-decoding
	https://github.com/YukihimeX/llama-cpp-python-windows#adjusting-the-context-window
	https://github.com/YukihimeX/llama-cpp-python-windows#openai-compatible-web-server-deprecated
http://localhost:8000/docs	http://localhost:8000/docs
llama_cpp/llama_chat_format.py	https://github.com/YukihimeX/llama-cpp-python-windows/blob/main/llama_cpp/llama_chat_format.py
	https://github.com/YukihimeX/llama-cpp-python-windows#web-server-features
Local Copilot replacement	https://llama-cpp-python.readthedocs.io/en/latest/server/#code-completion
Function Calling support	https://llama-cpp-python.readthedocs.io/en/latest/server/#function-calling
Vision API support	https://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models
Multiple Models	https://llama-cpp-python.readthedocs.io/en/latest/server/#configuration-and-multi-model-support
	https://github.com/YukihimeX/llama-cpp-python-windows#docker-image
GHCR	https://ghcr.io/abetlen/llama-cpp-python
Docker on termux (requires root)	https://gist.github.com/FreddieOliveira/efe850df7ff3951cb62d74bd770dce27
termux support issue	https://github.com/abetlen/llama-cpp-python/issues/389
	https://github.com/YukihimeX/llama-cpp-python-windows#low-level-api
API Reference	https://llama-cpp-python.readthedocs.io/en/latest/api-reference/#low-level-api
ctypes	https://docs.python.org/3/library/ctypes.html
llama_cpp/llama_cpp.py	https://github.com/abetlen/llama-cpp-python/blob/master/llama_cpp/llama_cpp.py
llama.h	https://github.com/ggerganov/llama.cpp/blob/master/llama.h
examples folder	https://github.com/YukihimeX/llama-cpp-python-windows/blob/main/examples/low_level_api
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https://llama-cpp-python.readthedocs.io/	https://llama-cpp-python.readthedocs.io/
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	https://github.com/YukihimeX/llama-cpp-python-windows#how-does-this-compare-to-other-python-bindings-of-llamacpp
	https://github.com/YukihimeX/llama-cpp-python-windows#oserror-libcudartsoxxcudart64_xxdll-cannot-open-shared-object-file-no-such-file-or-directory
	https://github.com/YukihimeX/llama-cpp-python-windows#filenotfounderror-could-not-find-module-like-ggmldll-ggml-cpudll-ggml-cudadll
	https://github.com/YukihimeX/llama-cpp-python-windows#why-are-libraries-compiled-by-other-authors-only-around-100mb-while-your-pre-compiled-versions-range-from-300mb-to-900mb
	https://github.com/YukihimeX/llama-cpp-python-windows#quick-tips-for-developuser-continuously-updated
	https://github.com/YukihimeX/llama-cpp-python-windows#any-suggestions-contributions-and-modifications-to-this-package-will-be-directed-toward-building-a-user-friendly-efficient-and-secure-python-library
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llama-cpp-python.readthedocs.io	https://llama-cpp-python.readthedocs.io
Readme	https://github.com/YukihimeX/llama-cpp-python-windows#readme-ov-file
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Releases 3	https://github.com/YukihimeX/llama-cpp-python-windows/releases
v0.3.34-cu124-Basic-Windows-20260405 Latest Apr 5, 2026	https://github.com/YukihimeX/llama-cpp-python-windows/releases/tag/v0.3.34-cu124-Basic-Windows-20260405
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