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lfm2-vl	https://huggingface.co/LiquidAI/LFM2-VL-3B-GGUF
lfm2.5-vl	https://huggingface.co/LiquidAI/LFM2.5-VL-1.6B-GGUF
paddleocr-vl-1.5	https://huggingface.co/JamePeng2023/PaddleOCR-VL-1.5-GGUF
qwen2.5-vl	https://huggingface.co/unsloth/Qwen2.5-VL-3B-Instruct-GGUF
qwen3-vl	https://huggingface.co/unsloth/Qwen3-VL-8B-Thinking-GGUF
qwen3.5	https://huggingface.co/unsloth/Qwen3.5-27B-GGUF
step3-vl	https://huggingface.co/JamePeng2023/Step3-VL-10B-GGUF
	https://github.com/sakharovaan/llama-cpp-python#loading-a-local-image-with-qwen3vlthinkinginstruct
	https://github.com/sakharovaan/llama-cpp-python#embeddings--reranking-gguf
	https://github.com/sakharovaan/llama-cpp-python#key-features
	https://github.com/sakharovaan/llama-cpp-python#support-embeddings--rerank-model
bge-m3-GGUF	https://huggingface.co/gpustack/bge-m3-GGUF
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/sakharovaan/llama-cpp-python#todojamepeng-needs-more-extensive-testing-with-various-embedding-and-rerank-models-
	https://github.com/sakharovaan/llama-cpp-python#1-text-embeddings-vector-search
	https://github.com/sakharovaan/llama-cpp-python#2-reranking-cross-encoder-scoring
	https://github.com/sakharovaan/llama-cpp-python#3-normalization
	https://github.com/sakharovaan/llama-cpp-python#legacy-usage-deprecated
	https://github.com/sakharovaan/llama-cpp-python#speculative-decoding
	https://github.com/sakharovaan/llama-cpp-python#adjusting-the-context-window
	https://github.com/sakharovaan/llama-cpp-python#docker-image
https://github.com/JamePeng/llama-cpp-python/tree/main/docker#cuda_simple	https://github.com/JamePeng/llama-cpp-python/tree/main/docker#cuda_simple
	https://github.com/sakharovaan/llama-cpp-python#openai-compatible-web-server-deprecated
http://localhost:8000/docs	http://localhost:8000/docs
llama_cpp/llama_chat_format.py	https://github.com/sakharovaan/llama-cpp-python/blob/main/llama_cpp/llama_chat_format.py
	https://github.com/sakharovaan/llama-cpp-python#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/sakharovaan/llama-cpp-python#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/sakharovaan/llama-cpp-python/blob/main/examples/low_level_api
	https://github.com/sakharovaan/llama-cpp-python#documentation
https://llama-cpp-python.readthedocs.io/	https://llama-cpp-python.readthedocs.io/
	https://github.com/sakharovaan/llama-cpp-python#development
	https://github.com/sakharovaan/llama-cpp-python#faq
	https://github.com/sakharovaan/llama-cpp-python#are-there-pre-built-binaries--binary-wheels-available
	https://github.com/sakharovaan/llama-cpp-python#how-does-this-compare-to-other-python-bindings-of-llamacpp
	https://github.com/sakharovaan/llama-cpp-python#oserror-libcudartsoxxcudart64_xxdll-cannot-open-shared-object-file-no-such-file-or-directory
	https://github.com/sakharovaan/llama-cpp-python#filenotfounderror-could-not-find-module-like-ggmldll-ggml-cpudll-ggml-cudadll
	https://github.com/sakharovaan/llama-cpp-python#why-are-libraries-compiled-by-other-authors-only-around-100mb-while-your-pre-compiled-versions-range-from-300mb-to-900mb
	https://github.com/sakharovaan/llama-cpp-python#quick-tips-for-developuser-continuously-updated
	https://github.com/sakharovaan/llama-cpp-python#any-suggestions-contributions-and-modifications-to-this-package-will-be-directed-toward-building-a-user-friendly-efficient-and-secure-python-library
	https://github.com/sakharovaan/llama-cpp-python#license
llama-cpp-python.readthedocs.io	https://llama-cpp-python.readthedocs.io
Readme	https://github.com/sakharovaan/llama-cpp-python#readme-ov-file
License	https://github.com/sakharovaan/llama-cpp-python#License-1-ov-file
Activity	https://github.com/sakharovaan/llama-cpp-python/activity
0 stars	https://github.com/sakharovaan/llama-cpp-python/stargazers
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Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsakharovaan%2Fllama-cpp-python&report=sakharovaan+%28user%29
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