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gemma3https://huggingface.co/unsloth/gemma-3-27b-it-GGUF
gemma4https://huggingface.co/unsloth/gemma-4-26B-A4B-it-GGUF
glm4.1vhttps://huggingface.co/unsloth/GLM-4.1V-9B-Thinking-GGUF
glm4.6vhttps://huggingface.co/unsloth/GLM-4.6V-Flash-GGUF
granite-doclinghttps://huggingface.co/ibm-granite/granite-docling-258M-GGUF
lfm2-vlhttps://huggingface.co/LiquidAI/LFM2-VL-3B-GGUF
lfm2.5-vlhttps://huggingface.co/LiquidAI/LFM2.5-VL-1.6B-GGUF
deepseek-ocrhttps://huggingface.co/JamePeng2023/DeepSeek-OCR-2-GGUF
mineru2.5-prohttps://huggingface.co/JamePeng2023/MinerU2.5-Pro-2605-1.2B-GGUF
paddleocr-vl-1.5https://huggingface.co/JamePeng2023/PaddleOCR-VL-1.5-GGUF
qwen2.5-vlhttps://huggingface.co/unsloth/Qwen2.5-VL-3B-Instruct-GGUF
qwen3-asrhttps://huggingface.co/JamePeng2023/Qwen3-ASR-1.7B-GGUF
qwen3-vlhttps://huggingface.co/unsloth/Qwen3-VL-8B-Thinking-GGUF
qwen3.5https://huggingface.co/unsloth/Qwen3.5-27B-GGUF
qwen3.6https://huggingface.co/unsloth/Qwen3.6-35B-A3B-GGUF
step3-vlhttps://huggingface.co/JamePeng2023/Step3-VL-10B-GGUF
https://github.com/Forenxics/llama-cpp-python#loading-a-local-image-with-qwen3vlthinkinginstruct
https://github.com/Forenxics/llama-cpp-python#speech-recognition-with-qwen3-asr-speech-to-text
https://github.com/Forenxics/llama-cpp-python#how-it-works
https://github.com/Forenxics/llama-cpp-python#comprehensive-omni-multimodal-example-gemma-4-vision--audio--text
https://github.com/Forenxics/llama-cpp-python#embeddings--reranking-gguf
https://github.com/Forenxics/llama-cpp-python#key-features
https://github.com/Forenxics/llama-cpp-python#support-embeddings--rerank-model
bge-m3-GGUFhttps://huggingface.co/gpustack/bge-m3-GGUF
jina-embeddings-v2-base-zh-GGUFhttps://huggingface.co/gpustack/jina-embeddings-v2-base-zh-GGUF
jina-embeddings-v3-GGUFhttps://huggingface.co/second-state/jina-embeddings-v3-GGUF
bge-reranker-v2-m3-GGUFhttps://huggingface.co/gpustack/bge-reranker-v2-m3-GGUF
Qwen3-Reranker-GGUFhttps://huggingface.co/JamePeng2023/Qwen3-Reranker-GGUF
https://github.com/Forenxics/llama-cpp-python#todojamepeng-needs-more-extensive-testing-with-various-embedding-and-rerank-models-
https://github.com/Forenxics/llama-cpp-python#1-text-embeddings-vector-search
https://github.com/Forenxics/llama-cpp-python#2-reranking-cross-encoder-scoring
https://github.com/Forenxics/llama-cpp-python#3-normalization
https://github.com/Forenxics/llama-cpp-python#legacy-usage-deprecated
https://github.com/Forenxics/llama-cpp-python#speculative-decoding
https://github.com/Forenxics/llama-cpp-python#advanced-configuration
https://github.com/Forenxics/llama-cpp-python#choosing-a-mode
https://github.com/Forenxics/llama-cpp-python#legacy-prompt-lookup-decoder
https://github.com/Forenxics/llama-cpp-python#notes
https://github.com/Forenxics/llama-cpp-python#docker-image
https://github.com/JamePeng/llama-cpp-python/tree/main/docker#cuda_simplehttps://github.com/JamePeng/llama-cpp-python/tree/main/docker#cuda_simple
https://github.com/Forenxics/llama-cpp-python#openai-compatible-web-server-deprecated
http://localhost:8000/docshttp://localhost:8000/docs
llama_cpp/llama_chat_format.pyhttps://github.com/Forenxics/llama-cpp-python/blob/main/llama_cpp/llama_chat_format.py
https://github.com/Forenxics/llama-cpp-python#web-server-features
Local Copilot replacementhttps://llama-cpp-python.readthedocs.io/en/latest/server/#code-completion
Function Calling supporthttps://llama-cpp-python.readthedocs.io/en/latest/server/#function-calling
Vision API supporthttps://llama-cpp-python.readthedocs.io/en/latest/server/#multimodal-models
Multiple Modelshttps://llama-cpp-python.readthedocs.io/en/latest/server/#configuration-and-multi-model-support
https://github.com/Forenxics/llama-cpp-python#low-level-api
API Referencehttps://llama-cpp-python.readthedocs.io/en/latest/api-reference/#low-level-api
ctypeshttps://docs.python.org/3/library/ctypes.html
llama_cpp/llama_cpp.pyhttps://github.com/abetlen/llama-cpp-python/blob/master/llama_cpp/llama_cpp.py
llama.hhttps://github.com/ggerganov/llama.cpp/blob/master/llama.h
examples folderhttps://github.com/Forenxics/llama-cpp-python/blob/main/examples/low_level_api
https://github.com/Forenxics/llama-cpp-python#documentation
https://llama-cpp-python.readthedocs.io/https://llama-cpp-python.readthedocs.io/
https://github.com/Forenxics/llama-cpp-python#development
https://github.com/Forenxics/llama-cpp-python#faq
https://github.com/Forenxics/llama-cpp-python#are-there-pre-built-binaries--binary-wheels-available
https://github.com/Forenxics/llama-cpp-python#how-does-this-compare-to-other-python-bindings-of-llamacpp
https://github.com/Forenxics/llama-cpp-python#oserror-libcudartsoxxcudart64_xxdll-cannot-open-shared-object-file-no-such-file-or-directory
https://github.com/Forenxics/llama-cpp-python#filenotfounderror-could-not-find-module-like-ggmldll-ggml-cpudll-ggml-cudadll
https://github.com/Forenxics/llama-cpp-python#why-are-libraries-compiled-by-other-authors-only-around-100mb-while-your-pre-compiled-versions-are-300mb-or-larger
https://github.com/Forenxics/llama-cpp-python#quick-tips-for-developuser-continuously-updated
https://github.com/Forenxics/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/Forenxics/llama-cpp-python#license
github.com/JamePeng/llama-cpp-python/wikihttps://github.com/JamePeng/llama-cpp-python/wiki
Readmehttps://github.com/Forenxics/llama-cpp-python#readme-ov-file
Licensehttps://github.com/Forenxics/llama-cpp-python#License-1-ov-file
Activityhttps://github.com/Forenxics/llama-cpp-python/activity
0 starshttps://github.com/Forenxics/llama-cpp-python/stargazers
0 watchinghttps://github.com/Forenxics/llama-cpp-python/watchers
0 forkshttps://github.com/Forenxics/llama-cpp-python/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FForenxics%2Fllama-cpp-python&report=Forenxics+%28user%29
https://github.com
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