Instructions to use lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-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("lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-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 lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-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 "lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit", "messages": [ {"role": "user", "content": "Hello"} ] }'
💫 Community Model> DeepSeek-R1-0528-Qwen3-8B by deepseek-ai
👾 LM Studio Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on Discord.
Model creator: deepseek-ai
Original model: DeepSeek-R1-0528-Qwen3-8B
MLX quantization: provided by LM Studio team using mlx_lm
LM Studio Model Page: https://lmstudio.ai/models/deepseek/deepseek-r1-0528-qwen3-8b
Technical Details
8-bit quantized version of DeepSeek-R1-0528-Qwen3-8B using MLX, optimized for Apple Silicon.
Special thanks
🙏 Special thanks to the Apple Machine Learning Research team for creating MLX.
Disclaimers
LM Studio is not the creator, originator, or owner of any Model featured in the Community Model Program. Each Community Model is created and provided by third parties. LM Studio does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Community Model. You understand that Community Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Community Model is the sole responsibility of the person or entity who originated such Model. LM Studio may not monitor or control the Community Models and cannot, and does not, take responsibility for any such Model. LM Studio disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Community Models. LM Studio further disclaims any warranty that the Community Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Community Models, your downloading of any Community Model, or use of any other Community Model provided by or through LM Studio.
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deepseek-ai/DeepSeek-R1-0528-Qwen3-8B