Xorbits/qwen-chat-14B-ggml

qwen-chat-14B-ggml

This repo contains GGML format model files for qwen-chat-14B.

Example code

Install packages

pip install xinference[ggml]>=0.4.3
pip install qwen-cpp

If you want to run with GPU acceleration, refer to installation.

Start a local instance of Xinference

xinference -p 9997

Launch and inference

from xinference.client import Client

client = Client("http://localhost:9997")
model_uid = client.launch_model(
    model_name="qwen-chat",
    model_format="ggmlv3", 
    model_size_in_billions=14,
    quantization="q4_0",
    )
model = client.get_model(model_uid)

chat_history = []
prompt = "最大的动物是什么？"
model.chat(
    prompt,
    chat_history,
    generate_config={"max_tokens": 1024}
)

More information

Xinference Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you are empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

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