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Screenshot of arxiv.org: The Era of 1-bit LLMs: ternary parameters for cost-effective computing

The Era of 1-bit LLMs: ternary parameters for cost-effective computing (arxiv.org)

962 points by fgfm 2 years ago | 419 comments

arXiv paper introducing BitNet b1.58, a ternary-weight (-1, 0, 1) LLM matching full-precision Transformers while being far cheaper in latency, memory, and energy.

bitnet 1-bit-llm quantization ternary-weights

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The Era of 1-bit LLMs: ternary parameters for cost-effective computing(arxiv.org)

The Era of 1-bit LLMs: ternary parameters for cost-effective computing (arxiv.org)