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[ao] Pin torchao to 0.4
As titled. Rely on CI jobs.
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examples/models/llama2/install_requirements.sh

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# Install snakeviz for cProfile flamegraph
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# Install sentencepiece for llama tokenizer
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pip install snakeviz sentencepiece
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pip install torchao==0.1
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pip install torchao==0.4
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# Install lm-eval for Model Evaluation with lm-evalution-harness
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# Install tiktoken for tokenizer

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