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# MPT 30B inference code using CPU
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Run inference on the latest MPT-30B model using your CPU.
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Run inference on the latest MPT-30B model using your CPU. This inference code uses a [ggml](https://github.com/ggerganov/llama.cpp) quantized model. To run the model we'll use a library called [ctransformers](https://github.com/marella/ctransformers) that has bindings to ggml in python.
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I recommend a system with 32GB of ram.
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[Inference Demo](https://github.com/abacaj/mpt-30B-inference/assets/7272343/486fc9b1-8216-43cc-93c3-781677235502)
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