feat(llama.cpp): add distributed llama.cpp inferencing#2324 mudler commentedon May 15, 2024 mudler mudler closed this ascompletedin#2324on May 15, 2024 Sign up for freeto join this conversation on GitHub.Already have an account?Sign in to comment...
Llama.cpp now supports distribution across multiple devices to boost speeds, this would be a great addition to Ollama https://github.com/ggerganov/llama.cpp/tree/master/examples/rpc https://www.reddit.com/r/LocalLLaMA/comments/1cyzi9e/ll...
在前面的两篇文章深入理解Llama.cpp (二) 模型量化(上),深入理解Llama.cpp (二) 模型量化(下)中介绍了Llama.cpp中模型量化的过程。这里介绍Llama.cpp如何用量化后的模型进行推理。 运行量化模型的命令行为: # start inference on a gguf model ./llama-cli-m ./models/mymodel/CPM-2B-sft-Q4_K_M.gguf...
https://pytorch.org/docs/stable/distributed.html llama.cpp https://github.com/ggerganov/llama.cpp Port of Facebook's LLaMA model in C/C++ 因为很多同学受限于个人电脑的环境，没法运行完整的 llama 模型。llama.cpp 提供了一个非常好的移植版本，可以降低电脑的硬件要求，方便个人电脑运行与测试。下载 g...
RuntimeError: Distributed package doesn't have NCCL built in Windows 和 Mac 上基本跑不起来,因为 Torchrun 依赖 NCCL pytorch.org/docs/stable Llama.cpp github.com/ggerganov/ll Port of Facebook's LLaMA model in C/C++ 因为很多同学受限于个人电脑的环境,没法运行完整的 Llama 模型。Llama.cpp 提供...
RuntimeError: Distributed package doesn't have NCCL built in windows 和 mac 上基本跑不起来,因为 torchrun 依赖 NCCL https://pytorch.org/docs/stable/distributed.html llama.cpp https://github.com/ggerganov/llama.cpp Port of Facebook's LLaMA model in C/C++ 因为很多同学受限于个人电脑的环境,没...
RuntimeError: Distributed package doesn't have NCCL built in Windows 和 Mac 上基本跑不起来,因为 Torchrun 依赖 NCCL https://pytorch.org/docs/stable/distributed.html Llama.cpp https://github.com/ggerganov/llama.cpp Port of Facebook's LLaMA model in C/C++ ...
llama.cpp Roadmap / Project status / Manifesto / ggml Inference of LLaMA model in pure C/C++ Hot topics New SOTA quantized models, including pure 2-bits: https://huggingface.co/ikawrakow Collecting Apple Silicon performance stats: M-series: https://github.com/ggerganov/llama.cpp/discussion...
https://pytorch.org/docs/stable/distributed.html llama.cpp https://github.com/ggerganov/llama.cpp Port of Facebook's LLaMA model in C/C++ 因为很多同学受限于个人电脑的环境,没法运行完整的 llama 模型。llama.cpp 提供了一个非常好的移植版本,可以降低电脑的硬件要求,方便个人电脑运行与测试。
rank: 1, device: cuda:1, n_gpu: 1, distributed training: True, compute dtype: torch.bfloat16 WARNING: Logging before InitGoogleLogging() is written to STDERR I0802 18:09:13.120337 95616 ProcessGroupNCCL.cpp:686] [Rank 0] ProcessGroupNCCL initialization options:NCCL_ASYNC_ERROR_HANDLING: ...