The first release of bitnet.cpp is to support inference on CPUs. bitnet.cpp achieves speedups of 1.37x to 5.07x on ARM CPUs, with larger models experiencing greater performance gains. Additionally, it reduces energy consumption by 55.4% to 70.0%, further boosting overall efficiency. On x86 CPUs, speedups range from 2.37x to 6.17x with energy reductions between 71.9% to 82.2%. Furthermore, bitnet.cpp can run a 100B BitNet b1.58 model on a single CPU, achieving speeds comparable to human reading (5-7 tokens per second), significantly enhancing the potential for running LLMs on local devices. Please refer to the technical report for more details.
^ Art. 2043 Cod. Civ. [Italian Civil Code] (It.) (“Qualunque fatto doloso o colposo, che cagiona ad altri un danno ingiusto, obbliga colui che ha commesso il fatto a risarcire il danno.”) (author’s translation). The key phrase danno ingiusto has been translated into English in other ways, such as “unjustified damage” and “wrongful damage.” 2 Digest of European Tort Law 30 n.86 (Bénédict Winiger et al. eds., 2011).
，更多细节参见汽水音乐
李 “대통령·집권세력 됐다고 마음대로 해선 안 돼…권한만큼 책임 커”
Трамп объявил о запуске первого за полсотни лет НПЗ в США08:51