---
title: qwen-chat-14B-ggml
canonical_url: "https://www.modelscope.cn/models/Xorbits/qwen-chat-14B-ggml"
md_url: "https://www.modelscope.cn/models/Xorbits/qwen-chat-14B-ggml.md"
repository: Xorbits/qwen-chat-14B-ggml
last_updated: 2023-11-24
license: "Apache License 2.0"
library_name:
  - xinference
frameworks:
  - xinference
downloads: 129
stars: 0
---

# qwen-chat-14B-ggml

> qwen-chat-14B-ggml - Xorbits 在 ModelScope 开源的模型。This repo contains GGML format model files for qwen-chat-14B.

Xorbits/qwen-chat-14B-ggml 是 ModelScope 魔搭社区上的机器学习模型，采用 Apache License 2.0 许可。

- **Repository**: Xorbits/qwen-chat-14B-ggml
- **License**: Apache License 2.0
- **Downloads**: 129
- **Stars**: 0
- **Last updated**: 2023-11-24

Source: https://www.modelscope.cn/models/Xorbits/qwen-chat-14B-ggml

---

## qwen-chat-14B-ggml

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

### Example code

#### Install packages
```bash
pip install xinference[ggml]>=0.4.3 -U
CMAKE_ARGS="-DGGML_METAL=ON" pip install -U qwen-cpp
```
If you want to run with GPU acceleration, refer to [installation](https://github.com/xorbitsai/inference#installation).

####  Start a local instance of Xinference
```bash
xinference -p 9997
```

#### Launch and inference
```python
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 = chat_history,
    generate_config={"max_tokens": 1024}
)
```

### More information

[Xinference](https://github.com/xorbitsai/inference) 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.

<i><a href="https://join.slack.com/t/xorbitsio/shared_invite/zt-1z3zsm9ep-87yI9YZ_B79HLB2ccTq4WA">👉 Join our Slack community!</a></i>