GPUs for Optimal Performance with LLaMA-13B
GPU Recommendations and Requirements
When working with LLaMA-13B, a large language model (LLM), a graphics processing unit (GPU) with at least 10GB of video random access memory (VRAM) is recommended for optimal performance. Here are some examples of GPUs that meet this requirement:
- AMD 6900 XT
- RTX 2060 12GB
- 3060 12GB
- 3080
- A2000
These GPUs provide sufficient VRAM to handle the demands of LLaMA-13B's 13 billion parameters.
Additional Considerations for Specific LLaMA Models
When using other LLaMA models, consider the following:
- For the GPTQ version of the 7B Llama-2-13B-German-Assistant-v4 model, a GPU with at least 6GB of VRAM is recommended, such as the GTX 1660, 2060, AMD 5700 XT, RTX 3050, or 3060.
- For using the ONNX Llama 2 repo, a request to download model artifacts from sub-repos must be submitted to the Microsoft ONNX team.
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