Ettore Di Giacinto f7e8d9e791 feat(quantization): add quantization backend (#9096) ...

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

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..

backend.py

feat(quantization): add quantization backend (#9096)

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install.sh

feat(quantization): add quantization backend (#9096)

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Makefile

feat(quantization): add quantization backend (#9096)

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requirements-cpu.txt

feat(quantization): add quantization backend (#9096)

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requirements-mps.txt

feat(quantization): add quantization backend (#9096)

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requirements.txt

feat(quantization): add quantization backend (#9096)

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run.sh

feat(quantization): add quantization backend (#9096)

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test.py

feat(quantization): add quantization backend (#9096)

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test.sh

feat(quantization): add quantization backend (#9096)

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