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shumingma 
posted an update Mar 20
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2645
The Era of 1-bit LLMs: Training Tips, Code and FAQ

https://github.com/microsoft/unilm/blob/master/bitnet/The-Era-of-1-bit-LLMs__Training_Tips_Code_FAQ.pdf

We present details and tips for training 1-bit LLMs. We also provide additional experiments and results that were not reported and responses to questions regarding the "The-Era-of-1-bit-LLM" paper. Finally, we include the official PyTorch implementation of BitNet (b1.58 and b1) for future research and development of 1-bit LLMs.

The RMSNorm(x) that you use in BitLinear(), does it have learnable parameters?
The original paper referenced Lei Jimmy Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. Layer normalization. CoRR, 2016.
Which should be used?

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