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---
license: apache-2.0
language:
- zh
- en
tags:
- qwen
- qwen3
- unsloth
- qiming
- qiming-holos
- bagua
- decision-making
- strategic-analysis
- cognitive-architecture
- chat
- lora
- philosophy-driven-ai
- mlx
pipeline_tag: text-generation
base_model: aifeifei798/QiMing-Holos-Plus-4B
library_name: mlx
---
# QiMing-Holos-Plus-4B-q8-mlx
This model [QiMing-Holos-Plus-4B-q8-mlx](https://huggingface.co/QiMing-Holos-Plus-4B-q8-mlx) was
converted to MLX format from [aifeifei798/QiMing-Holos-Plus-4B](https://huggingface.co/aifeifei798/QiMing-Holos-Plus-4B)
using mlx-lm version **0.26.3**.
## Use with mlx
```bash
pip install mlx-lm
```
```python
from mlx_lm import load, generate
model, tokenizer = load("QiMing-Holos-Plus-4B-q8-mlx")
prompt = "hello"
if tokenizer.chat_template is not None:
messages = [{"role": "user", "content": prompt}]
prompt = tokenizer.apply_chat_template(
messages, add_generation_prompt=True
)
response = generate(model, tokenizer, prompt=prompt, verbose=True)
```
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