DeepSeek R1 represents a new generation of large language models (LLMs) designed for complex problem-solving through chain-of-thought (CoT) reasoning. Unlike traditional LLMs that generate responses instantly, these models take additional time to analyze problems before delivering answers. The recently introduced DeepSeek R1 has been distilled into highly efficient smaller models, now easily deployable on AMD Ryzen™ AI processors and Radeon™ graphics cards via LM Studio.
Unlike conventional models that provide immediate responses, CoT reasoning models engage in a “thinking” phase before finalizing an output. By expanding the “thinking” window, users can observe the model’s self-reflection and problem analysis in real time. Though this process extends response time, it significantly enhances the model’s reasoning and analytical capabilities, making it highly effective for solving intricate mathematical and scientific problems.
How to Run DeepSeek R1 Distilled Models on AMD Ryzen AI and Radeon Graphics Cards
Setting up DeepSeek R1 Distilled models on your AMD hardware is quick and straightforward. Follow these steps:
Step 1: Update Your Driver
Ensure you are using the optional Adrenalin 25.1.1 driver or a later version. You can download it directly using the provided link.
Step 2: Install LM Studio
- Download LM Studio 0.3.8 or above from lmstudio.ai/ryzenai.
- Install LM Studio and skip the onboarding screen.
Step 3: Select Your Model
- Open LM Studio and go to the Discover tab.
- Choose a DeepSeek R1 Distill model.
- For optimal performance, start with a smaller model like Qwen 1.5B, which runs faster. Larger models provide more advanced reasoning but require more resources.
Step 4: Configure Settings
- On the right-hand side, select “Q4 K M” quantization and click Download.
- Once the model is downloaded, return to the Chat tab.
- Select the DeepSeek R1 Distill model from the drop-down menu.
- Check the “Manually select parameters” option.
Step 5: Optimize Performance
- Adjust the GPU offload layers slider to the maximum level.
- Click “Model Load” to activate the model.
Step 6: Start Using DeepSeek R1 Distilled Models
Once loaded, you can interact with a fully local reasoning model running on your AMD Ryzen AI processor or Radeon graphics card!
DeepSeek R1 Distilled models provide an advanced AI experience, leveraging AMD hardware for high-efficiency problem-solving. Whether tackling complex equations or analytical challenges, these models redefine the boundaries of AI-driven reasoning.l