Instructions to use lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit 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-4bit 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-4bit") 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 Settings
- LM Studio
- MLX LM
How to use lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit 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-4bit"
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-4bit" # 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-4bit", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
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license: mit
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library_name: mlx
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tags:
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- mlx
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base_model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
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pipeline_tag: text-generation
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## 💫 Community Model> DeepSeek-R1-0528-Qwen3-8B by deepseek-ai
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*👾 [LM Studio](https://lmstudio.ai) Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on [Discord](https://discord.gg/aPQfnNkxGC)*.
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**Model creator:** [deepseek-ai](https://huggingface.co/deepseek-ai)<br>
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**Original model**: [DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B)<br>
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**MLX quantization:** provided by [LM Studio team](https://x.com/lmstudio) using [mlx_lm](https://github.com/ml-explore/mlx-lm)<br>
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## Technical Details
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---
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license: mit
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library_name: mlx
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tags:
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- mlx
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base_model: deepseek-ai/DeepSeek-R1-0528-Qwen3-8B
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pipeline_tag: text-generation
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---
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## 💫 Community Model> DeepSeek-R1-0528-Qwen3-8B by deepseek-ai
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*👾 [LM Studio](https://lmstudio.ai) Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on [Discord](https://discord.gg/aPQfnNkxGC)*.
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**Model creator:** [deepseek-ai](https://huggingface.co/deepseek-ai)<br>
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**Original model**: [DeepSeek-R1-0528-Qwen3-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B)<br>
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**MLX quantization:** provided by [LM Studio team](https://x.com/lmstudio) using [mlx_lm](https://github.com/ml-explore/mlx-lm)<br>
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**LM Studio Model Page:** https://lmstudio.ai/models/deepseek/deepseek-r1-0528-qwen3-8b
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## Technical Details
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