Instructions to use mlx-community/DeepSeek-V4-Pro-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/DeepSeek-V4-Pro-8bit with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("mlx-community/DeepSeek-V4-Pro-8bit") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps
- LM Studio
- MLX LM
How to use mlx-community/DeepSeek-V4-Pro-8bit with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "mlx-community/DeepSeek-V4-Pro-8bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "mlx-community/DeepSeek-V4-Pro-8bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "mlx-community/DeepSeek-V4-Pro-8bit", "messages": [ {"role": "user", "content": "Hello"} ] }'
File size: 883 Bytes
836bd3a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | {%- set mode = thinking_mode|default('chat') -%}
<|begin▁of▁sentence|>
{%- for message in messages -%}
{%- if message['role'] == 'system' -%}
{{- message['content'] -}}
{%- elif message['role'] == 'user' -%}
<|User|>{{- message['content'] -}}<|Assistant|>
{%- if loop.last and mode == 'thinking' -%}
<think>
{%- else -%}
</think>
{%- endif -%}
{%- elif message['role'] == 'assistant' -%}
{%- if mode == 'thinking' and message.get('reasoning_content') -%}
{{- message['reasoning_content'] -}}</think>
{%- else -%}
</think>
{%- endif -%}
{{- message['content'] -}}<|end▁of▁sentence|>
{%- endif -%}
{%- endfor -%}
{%- if add_generation_prompt and messages[-1]['role'] != 'user' -%}
<|Assistant|></think>
{%- endif -%}
|