- AMD is promoting the RX 7000 series for AI tasks, especially the RX 7900 XTX.
- The RX 7900 XTX outperforms the RTX 4080 SUPER and comes close to the RTX 4090.
- AMD’s last-gen flagship GPU is powerful enough for demanding AI DeepSeek R1 models.
AMD recently released comprehensive instructions on configuring Ryzen AI CPUs and Radeon RX graphics cards to run DeepSeek R1 distilled reasoning models. Moving on to discrete graphics cards, AMD is currently solely promoting its Radeon RX 7000 series because the RDNA 3 graphics architecture incorporates AI accelerators.
Why it matters: The RX 7900 XTX’s ability to handle complex AI models efficiently means more options for users, potentially lowering the barrier for those working with AI and machine learning tasks.
While all SKUs with 12 GB to 20 GB of RAM, such as the RX 7600 XT, RX 7700 XT, RX 7800 XT, RX 7900 GRE, and RX 7900 XT, are advised till DeepSeek-R1-Distill-Qwen-14B, the flagship Radeon RX 7900 XTX is advised for DeepSeek-R1-Distill-Qwen-32B distill.
With DeepSeek-R1-Distill-Qwen-7B, DeepSeek-R1-Distill-Llama-8B, and DeepSeek-R1-Distill-Qwen-14B, the RX 7900 XTX exhibits up to 34%, 27%, and 22% better performance, respectively, than the RTX 4080 SUPER.
The major comparison between the RX 7900 XTX and the GeForce RTX 4090, which has 24 GB of RAM, comes next. Three of the four tests demonstrate that the RX 7900 XTX performs better than the competition, with DeepSeek-R1-Distill-Qwen-7B showing up to 13% higher performance, DeepSeek-R1-Distill-Llama-8B showing up to 11% higher performance, and DeepSeek-R1-Distill-Qwen-14B showing up to 2% higher performance.
The bigger DeepSeek-R1-Distill-Qwen-32B variant only has a 4% performance gap with the RTX 4090.
DeepSeek’s latest AI model has swept the industry, and although many are curious about the amount of processing power required to train it, it appears that the typical consumer can get by with a Radeon RX 7900 XTX GPU.
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[News Reporter]
Malik Usman is student of Computer Science focused on using his knowledge to produce detailed and informative articles covering the latest findings from the tech industry. His expertise allows him to cover subjects like processors, graphics cards, and more. In addition to the latest hardware, Malik can be found writing about the gaming industry from time to time. He is fond of games like God of War, and his work has been mentioned on websites like Whatculture, VG247, IGN, and Eurogamer.
