为了实现上述愿景,ggml特别注重以下几点:首先,它坚持使用纯粹的C语言编写所有核心逻辑,避免引入额外依赖,确保了其轻量化与高性能;其次,ggml内置了自动微分机制,这项技术对于训练深度神经网络至关重要,因为它允许系统自动计算梯度,大大减轻了手动求导的工作量;最后但同样重要的是,ggml积极拥抱社区反馈,不断迭代更新,努...
set(GGML_SOURCES_RPC ggml-rpc.cpp) endif() if (LLAMA_CLBLAST) find_package(CLBlast) if (CLBlast_FOUND) message(STATUS "CLBlast found") set(GGML_HEADERS_OPENCL ggml-opencl.h) set(GGML_SOURCES_OPENCL ggml-opencl.cpp) add_compile_definitions(GGML_USE_CLBLAST) set(LLAMA_EXTRA_LIBS $...
C–F 48 h after USP43 knockdown, UM-UC-3 (C) and 5637 (D) cells were treated with 50 μg/mL CHX and then harvested at the indicated time points. The statistical plot (E, F) represents the intensity of c-Myc bands detected by Western blot analysis (C, D, n = 3). ...
static struct ggml_backend_buffer_i cpu_backend_buffer_i = { /* .free_buffer = */ ggml_backend_cpu_buffer_free_buffer, /* .get_base = */ ggml_backend_cpu_buffer_get_base, /* .init_tensor = */ NULL, // no initialization required /* .set_tensor = */ ggml_backend_cpu...
The cyclin-dependent kinase inhibitor p57KIP2 is encoded by the imprinted Cdkn1c locus, exhibits maternal expression, and is essential for cerebral cortex development. How Cdkn1c regulates corticogenesis is however not clear. To this end we employ Mosaic
作为纯 C 语言编写的框架,ggml 大幅降低了大模型的运行成本。llama.cpp 和 whisper.cpp 都使用了 ggml,我们来看一下使用 llama.cpp 和 whisper.cpp 的例子。 下图是一个在树莓派上使用 whisper.cpp 检测短语音命令的例子: 在单个 M1 Pro 上同时运行 LLaMA-13B + Whisper Small 的 4 个实例,如下图所示:...
ggml_type_name(tensor->type), ggml_op_name (tensor->op), tensor->n_dims, ne[0], ne[1], ne[2], ne[3], nb[0], nb[1], nb[2], nb[3], tensor->data, tensor->name); }static void ggml_graph_export_node(const struct ggml_tensor * tensor, const char * arg, FILE * fo...
Ellwood-Yen K, Graeber TG, Wongvipat J, Iruela-Arispe ML, Zhang J, Matusik R, Thomas GV, Sawyers CL: Myc-driven murine prostate cancer shares molecular features with human prostate tumors. Cancer Cell. 2003, 4 (3): 223-238. 10.1016/S1535-6108(03)00197-1. Article CAS PubMed Google ...
MLEmojiLabel - 自动识别网址、号码、邮箱、@、#话题#和表情的label。可以自定义自己的表情识别正则,和对应的表情图像。(默认是识别微信的表情符号),继承自TTTAttributedLabel,所以可以像label一样使用。label的特性全都有,使用起来更友好更方便。 FXLabel - FXLabel是一个功能强大使用简单的类库,通过提供一个子类改进...
Sarfan LD, Hilmoe HE, Gumport NB, Gasperetti CE, Zieve GG, Harvey AG. Outcomes of the Transdiagnostic Intervention for Sleep and Circadian Dysfunction (TranS-C) in a community setting: Unpacking comorbidity. Behav Res Ther. 2021;145:103948. https://doi.org/10.1016/j.brat.2021.103948. Art...