bitnet.cpp - framework giúp chạy LLM trên CPU của Microsoft 🔥 bitnet.cpp là framework suy luận mã nguồn mở được Microsoft phát hành chính thức dành cho các mô hình LLM 1-bit chạy trên CPU. Với bitnet.cpp, chúng ta có thể chạy mô hình BitNet b1.58 có quy mô 100 tỷ tham số chỉ trên một CPU duy nhất. Các điểm nổi bật ✅bitnet.cpp đạt tốc độ nhanh hơn từ 1.37x đến 5.07x trên CPU ARM, trong đó các mô hình càng lớn thì hiệu năng tăng càng mạnh. ✅Giảm mức tiêu thụ năng lượng từ 55.4% đến 70.0%, giúp nâ
bitnet.cpp - framework giúp chạy LLM trên CPU của Microsoft 🔥 bitne…
6.1K views1 month ago
FacebookViệt Nguyễn AI
Maybe this concept killed the future GPU mafia! 🤯 They've open-sourced bitnet.cpp, a blazing-fast 1-bit LLM inference framework optimized for CPUs. This is a major step forward for running large models locally, without expensive GPUs or cloud costs. Key highlights: - Achieve up to 6x faster inference with 82% lower energy consumption - Run 100B parameter models directly on x86 CPUs - Leverage ternary weights (-1, 0, 1) and 8-bit activations to dramatically reduce memory usage Alongside this, Mi
Maybe this concept killed the future GPU mafia! 🤯 They've open-source…
3.6K views2 months ago
FacebookMd Ismail Sojal
I tested a 1-bit LLM with 2B parameters that can run on CPUs like Apple M2. BitNet b1.58 2B4T outperforms fp LLaMA 3.2 1B while using only 0.4GB memory versus 2GB and processes tokens 40% faster. 100% open-source. Source: - https://www.facebook.com/share/v/1CiYtWFWK2/ | Md Ismail Sojal
I tested a 1-bit LLM with 2B parameters that can run on CPUs l…
3.1K views2 months ago
FacebookMd Ismail Sojal
Microsoft researchers release bitnet.cpp, the official inference framework for 1-bit LLMs like BitNet b1.58. It has optimized kernels for fast, lossless inference on CPUs, achieving impressive speedups on ARM and x86 CPUs and significant energy reductions. https://msft.it/6180WGJjy | Microsoft Research
0:35
Microsoft researchers release bitnet.cpp, the official inference fr…
1.2K viewsOct 23, 2024
FacebookMicrosoft Research
驚異の1ビットLLMを試す。果たして本当に学習できるのか?
驚異の1ビットLLMを試す。果たして本当に学習できるのか?
Feb 28, 2024
note（ノート）shi3z
🤯 BitNet 1.58 b: ¿El fin de ChatGPT? ¡La IA que manda con solo 1.58 bits!
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