Scale AI with llm-scaler Get AI scalability with llm-scaler, a C++ tool for founders, with 431 GitHub stars
100% free ยท open source
llm-scaler is a C++ tool that helps founders scale large language models for AI applications, enabling efficient and optimized performance
git clone https://github.com/intel/llm-scaler.git
โข When you need to deploy large language models in a production environmentโข When you want to optimize the performance of your AI models for better user experienceโข When you are working with limited computational resources and need to scale your models efficiently1 Navigate to the cloned repository: cd llm-scaler 2 Build the project using CMake: mkdir build && cd build && cmake .. && make 3 Run the example model using the provided script: ./example/model_runner 4 Configure the model settings in the config.json file to suit your specific use case 5 Use the llm_scaler command-line tool to scale your model: ./llm_scaler -c config.json -m your_model Ready-to-paste prompt ./llm_scaler -c config.json -m bert-base-uncased -b 32 -s 128 Heads up: Make sure you have the required C++ compiler and CMake version installed on your system, as specified in the README, to successfully build and run llm-scaler
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