WEB LLaMA Model GPU Requirements
Recommended GPUs for 7B Parameter Models
When working with 7B parameter models like LLaMA-2-13B-German-Assistant-v4-GPTQ, hardware considerations are crucial. For optimal performance, it's recommended to have two high-end GPUs with sufficient VRAM capacity. Suitable options include the RTX 3060, GTX 1660, 2060, AMD 5700 XT, and RTX 3050.
Additional Considerations for 32k Context
For models with 32k context, such as LLaMA-2-13B-German-Assistant-v4-GPTQ, the VRAM requirement jumps significantly. More than 48GB of VRAM is necessary, as 16k is the maximum context size that fits within two NVIDIA 4090 GPUs with 24GB of VRAM each.
Hardware Recommendations for LLaMA Models
For detailed recommendations on the best computer hardware configurations for running LLaMA models, refer to the comprehensive guide: Best Computer for Running LLaMA and Other Large Language Models.
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