karakuri-vl-32b-thinking-2507-exp-gguf

140
32.0B
2 languages
Q4
license:apache-2.0
by
mmnga
Language Model
OTHER
32B params
New
140 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
72GB+ RAM
Mobile
Laptop
Server
Quick Summary

karakuri-vl-32b-thinking-2507-exp-gguf karakuri-aiさんが公開しているkarakuri-vl-32b-thinking-2507-expのggufフォーマット変換版です。 imatrixのデータはTFMC/imatrix-dataset-for-japanese-llm...

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
30GB+ RAM

Code Examples

Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png
Usagetextllama.cpp
git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build -DGGML_CUDA=ON
cmake --build build --config Release
build/bin/llama-mtmd-cli -m 'karakuri-vl-32b-thinking-2507-exp-gguf' -p '何が書いてある？' --mmproj mmproj.gguf --image test-image.png

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