GGUF
conversational
How to use from
llama.cpp
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
# Run inference directly in the terminal:
llama cli -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
Install from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
# Run inference directly in the terminal:
llama cli -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
Use pre-built binary
# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
Use Docker
docker model run hf.co/Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf:Q8_0
Quick Links

This is Q8_0 quantization model of Llava1.6.

Run it by llama_cpp

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
    repo_id="Steven0090/llava1.6-Mistral-7B-Instruct-v0.2-gguf",
    filename="Mistral-7B-Instruct-v0.2-Q8_0.gguf",
)
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GGUF
Model size
7B params
Architecture
llama
Hardware compatibility
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8-bit

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