Tencent Technical Engineering
Mar 31, 2025 · Artificial Intelligence
Step-by-Step Guide to Local Training of DeepSeek R1 on Multi‑GPU A100 Systems
This step‑by‑step tutorial shows how to set up CUDA 12.4, install required packages, prepare a JSON dataset and custom reward, troubleshoot out‑of‑memory errors, and launch DeepSeek R1 training on an 8‑GPU A100 cluster using Accelerate, Deepspeed zero‑3 and vLLM configurations.
A100CUDADeepSeek
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